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2012 Article de périodique (Journal article) de Lannoy, Gaël; François, Damien; Delbeke, Jean; Verleysen, Michel (2012). Weighted conditional random fields for supervised interpatient heartbeat classification. In : IEEE Transactions on Biomedical Engineering (2012), p. 241-247. doi: 10.1109/TBME.2011.2171037. http://hdl.handle.net/2078.1/111096. 2011 Article de périodique (Journal article) De Decker, Arnaud; François, Damien; Verleysen, Michel; Lee, John (2011). Mode estimation in high-dimensional spaces with flat-top kernels: Application to image denoising. In : Neurocomputing (April 2011), p. 1402-1410. doi: 10.1016/j.neucom.2010.12.013. http://hdl.handle.net/2078.1/82249. Doquire, Gauthier; de Lannoy, Gaël; François, Damien; Verleysen, Michel (2011). Feature selection for supervised inter-patient heart beat classification. In : Computational Intelligence and Neuroscience (2011), p. 1-9. doi: 10.1155/2011/643816. http://hdl.handle.net/2078.1/82235. Communication à un colloque (Conference Paper) Verleysen, Michel (2011). Nonlinear Dimensionality Reduction and Feature Selection. 12th EANN / 7th AIAI Joint Conference 2011, Corfu (Greece) du 15/09/2011 au 18/09/2011. http://hdl.handle.net/2078.1/82390. Verleysen, Michel (2011). Feature selection for high-dimensional data analysis. NCTA 2011, International Conference on Neural Computation Theory and Applications, Paris (France) du 24/10/2011 au 26/10/2011. http://hdl.handle.net/2078.1/82386. Verleysen, Michel (2011). Information theoretic feature selection for non-standard data. STATLEARN 2011, Challenging problems in Statistical Learning, Grenoble (France) du 17/3/2011 au 18/3/2011. http://hdl.handle.net/2078.1/82401. Verleysen, Michel (2011). Data Visualization with Nonlinear Projections. Statistique et Informatique pour les Sciences Humaines et Sociales, Paris (France) le 06/05/2011. http://hdl.handle.net/2078.1/82399. Doquire, Gauthier; Verleysen, Michel (2011). Mutual information for feature selection with missing data. In :ESANN 2011 Proceedings, Louvai-la-Neuve (Belgium) : i6doc.com, p. 263-268. 19th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges (Belgium) du 27/04/2011 au 29/04/2011. http://hdl.handle.net/2078.1/82348. Doquire, Gauthier; Verleysen, Michel (2011). Mutual information based feature selection for mixed data. In :ESANN 2011 Proceedings, Louvain-le-Neuve (Belgium) : i6doc.com, p. 333-338. ESANN 2011, 19th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges (Belgium) du 27/04/2011 au 29/04/2011. http://hdl.handle.net/2078.1/82340. de Lannoy, Gaël; François, Damien; Verleysen, Michel (2011). Class-Specific Feature Selection for One-Against-All Multiclass SVMs. In :ESANN 2011 Proceedings, Louvain-le-Neuve (Belgium) : i6doc.com, p. 269-274. ESANN 2011, 19th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges (Belgium) du 27/04/2011 au 29/04/2011. http://hdl.handle.net/2078.1/82355. Doquire, Gauthier; de Lannoy, Gaël; François, Damien; Verleysen, Michel (2011). Feature selection for supervised inter-patient heart beat classification. In :BIOSIGNALS 2011 ProceedingsSciTePress, p. 67-73. BIOSIGNALS 2011, 4th International Conference on Bio-inspired Systems and Signal Processing,, Roma (Italy) du 26/01/2011 au 29/01/2011. http://hdl.handle.net/2078.1/82378. Côme, Etienne; Cottrell, Marie; Verleysen, Michel; Lacaille, Jérôme (2011). Aircraft Engine Fleet Monitoring Using Self-Organizing Maps and Edit Distance. In :Jorma Laaksonen; Timo Honkela eds., Advances in Self-Organizing mapsSpringer, p. 298-307. WSOM 2011, 8th Workshop on Self-Organizing Maps, Espoo (Finland) du 13/06/2011 au 15/06/2011. http://hdl.handle.net/2078.1/82272. Lee, John; Verleysen, Michel (2011). Shift-invariant similarities circumvent distance concentration in stochastic neighbor embedding and variants. In : Procedia Computer Science (2011), p. 538-547. ICCS 2011, International Conference on Computational Science, Singapore du 01/06/2011 au 03/06/2011. doi: 10.1016/j.procs.2011.04.056. http://hdl.handle.net/2078.1/82315. Doquire, Gauthier; Verleysen, Michel (2011). Graph Laplacian for Semi-supervised Feature Selection in Regression Problems. In :Joan Cabestany; Ignacio Rojas; Gonzalo Joya, Advances in Computational IntelligenceSpringer, p. 248-255. IWANN 2011, 11th international work-conference on artificial neural networks, Torremolinos (Spain) du 08/06/2011 au 10/06/2011. doi: 10.1007/978-3-642-21501-8_31. http://hdl.handle.net/2078.1/82292. Doquire, Gauthier; Verleysen, Michel (2011). Feature Selection for Multi-label Classification Problems. In :Joan Cabestany; Ignacio Rojas; Gonzalo Joya, Advances in Computational IntelligenceSpringer, p. 9-16. IWANN 2011, 11th international work-conference on artificial neural networks, Torremolinos (Spain) du 08/06/2011 au 10/06/2011. doi: 10.1007/978-3-642-21501-8_2. http://hdl.handle.net/2078.1/82299. Doquire, Gauthier; Verleysen, Michel (2011). Mutual information for feature selection with missing data. European Symposium on Artificial Neural Networks (ESANN 2011), Bruges du 27/04/2011 au 29/04/2011. http://hdl.handle.net/2078.1/70964. Guerrero-Mosquera, Carlos; Verleysen, Michel; Navia Vazquez, Angel (2011). Dimensionality Reduction of EEG for Classification using Mutual Information and SVM. IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2011), Beijing (China) du 18/09/2011 au 21/09/2011. http://hdl.handle.net/2078.1/90793. Hazan, Aurélien; Verleysen, Michel; Cottrell, Marie; Lacaille, Jérôme (2011). Bayesian inference for outtier detection in vibration spectre with small learning dataset. Surveillance 6, Compiègne (France) du 25/10/2011 au 26/10/2011. http://hdl.handle.net/2078.1/90781. Doquire, Gauthier; Verleysen, Michel (2011). An hybrid approach to feature selection for mixed categorical and continuous data. International Conference on Knowledge Discovery and Information Retrieval (KDIR 2011), Paris (France) du 26/10/2011 au 29/10/2011. http://hdl.handle.net/2078.1/90765. Verleysen, Michel (2011). Machine learning for high-dimensional data: the curse of dimensionality, feature selection and manifold learning. In :Proceedings of the Computational Intelligence in Healthcare summer school (CIHC 2010). Computational Intelligence in Healthcare summer school (CIHC 2010), Eindhoven (The Netherlands) du 20/09/2011 au 24/09/2011. http://hdl.handle.net/2078.1/91213. Contribution à ouvrage collectif (Book Chapter) de Lannoy, Gaël; François, Damien; Delbeke, Jean; Verleysen, Michel (2011). Weighted SVMs and Feature Relevance Assessment in Supervised Heart Beat Classification. In :Ana Fred; Joaquim Filipe; Hugo Gamboa eds., Biomedical Engineering Systems and TechnologiesSpringer, p. 212-223. http://hdl.handle.net/2078.1/82262. François, Damien; Wertz, Vincent; Verleysen, Michel (2011). Choosing the Metric: A Simple Model Approach. In :Norbert Jankowski; Wlodzislaw Duch; Krzysztof Grabczewski eds., Meta-Learning in Computational IntelligenceSpringer, p. 97-115. doi: 10.1007/978-3-642-20980-2_3. http://hdl.handle.net/2078.1/82257. de Lannoy, Gaël; François, Damien; Delbeke, Jean; Verleysen, Michel (2011). Weighted SVMs and Feature Relevance Assessment in Supervised Heart Beat Classification. In :Fred Ana; Filipe Joachim; Gamboa Hugo, Biomedical Engineering Systems and Technologies: Third International Joint Conference, BIOSTEC 2010, Valencia, Spain, January 20-23, 2010, Revised Selected Papers, (Germany) Berlin : Springer-Verlag, p. 212-223. http://hdl.handle.net/2078.1/111099. Monographie (Book) Verleysen, Michel (2011). ESANN 2011, 19th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning 2011: Proceedings. i6doc.com : Louvain-la-Neuve (Belgium). p. 509. http://hdl.handle.net/2078.1/82383. 2010 Article de périodique (Journal article) Lee, John; Verleysen, Michel (2010). Scale-independent quality criteria for dimensionality reduction. In : Pattern Recognition Letters (2010), p. 2248-2257. doi: 10.1016/j.patrec.2010.04.013. http://hdl.handle.net/2078.1/34378. De Decker, Arnaud; Lee, John; Verleysen, Michel (2010). A principled approach to image denoising with similarity kernels involving patches. In : Neurocomputing (2010), p. 1199-1209. doi: 10.1016/j.neucom.2009.12.022. http://hdl.handle.net/2078.1/33961. Frankhauser, Pierre; Frénay, Benoît; Thomas, Isabelle; Verleysen, Michel (2010). Clustering patterns of urban built-up areas with curves of fractal scaling behaviour. In : Environment and planning. B, Planning and design (June 2010), p. 942-954. doi: 10.1068/b36039. http://hdl.handle.net/2078.1/108656. Communication à un colloque (Conference Paper) Co circ me, E.; Cottrell, M.; Verleysen, Michel; Lacaille, J. (2010). Aircraft Engine Health Monitoring Using Self-organizing Maps. In :Perner, P.;, Advances in Data Mining Applications and Theoretical Aspects. 10th Industrial Conference, ICDM 2010Springer verlag, p. 405-417. Advances in Data Mining Applications and Theoretical Aspects. 10th Industrial Conference, ICDM 2010, Berlin, Germany 12-14 July 2010. doi: 10.1007/978-3-642-14400-4_31. http://hdl.handle.net/2078.1/67366. Lee, John; Verleysen, Michel (2010). Unsupervised dimensionality reduction:from principal component analysis to modern nonlinear techniques. In :Proceedings of ERCIM working group on Computing & Statistics (ERCIM 2010). ERCIM working group on Computing & Statistics (ERCIM 2010), Senate House, University of London & LSE (United Kingdom) du 10/12/2010 au 12/12/2010. http://hdl.handle.net/2078.1/82396. Wismueller, Axel; Verleysen, Michel; Aupetit, Michael; Lee, John (2010). Recent Advances in Nonlinear Dimensionality Reduction, Manifold and Topological Learning. In :Proceedings of the 18th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning (ESANN 2010), p. 71-80. 18th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning (ESANN 2010), Bruges (Belgium) du 28/04/2010 au 30/04/2010. http://hdl.handle.net/2078.1/90884. Frénay, Benoît; Verleysen, Michel (2010). Using SVMs with randomised feature spaces: an extreme learning approach. In :Proceedings of the 18th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning (ESANN 2010), p. 315-320. 18th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning (ESANN 2010), Bruges (Belgium) du 28/04/2010 au 30/04/2010. http://hdl.handle.net/2078.1/90878. de Lannoy, Gaël; François, Damien; Delbeke, Jean; Verleysen, Michel (2010). Feature relevance assessment in automatic inter-patient heart beat classification. In :Proceedings of the 3rd International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS 2010), p. 13-20. 3rd International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS 2010), Valencia (Spain) du 20/01/2010 au 23/01/2010. http://hdl.handle.net/2078.1/90890. Miché, Yoan; Eirola, Emile; Bas, Patrick; Simula, Olli; Jutten, Christian; Verleysen, M. et al. (2010). Ensemble Modeling with a Constrained Linear System of Leave-One-Out Outputs. In :Proceedings of the 18th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning (ESANN 2010), p. 19-24. 18th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning (ESANN 2010), Bruges (Belgium) du 28/04/2010 au 30/04/2010. http://hdl.handle.net/2078.1/90852. Lee, John; Verleysen, Michel (2010). Unsupervised Dimensionality Reduction: Overview and Recent Advances. In :Proceedings of the International Joint Conference on Neural Networks (IJCNN 2010)IEEE, p. 4163-4170. International Joint Conference on Neural Networks (IJCNN 2010), Barcelona (Spain) du 18/07/2010 au 23/07/2010. http://hdl.handle.net/2078.1/90836. Lee, John; Verleysen, Michel (2010). On the Role and Impact of the Metaparameters in t-distributed Stochastic Neighbor Embedding. In :Proceedings of the 19th International Conference on Computational Statistics (COMPSTAT 2010). 19th International Conference on Computational Statistics (COMPSTAT 2010), Paris (France) du 22/08/2010 au 27/08/2010. http://hdl.handle.net/2078.1/90826. Guerrero-Mosquera, Carlos; Verleysen, Michel; Navia Vazquez, Angel (2010). EEG Feature Selection Using Mutual Information and Support Vector Machine: A Comparative Analysis. In :Proceedings of the 32nd Annual International IEEE EMBC Conference (EMBC 2010), p. 4946-4949. 32nd Annual International IEEE EMBC Conference (EMBC 2010), Buenos Aires (Argentina) du 31/08/2010 au 04/09/2010. http://hdl.handle.net/2078.1/90821. Côme, Etienne; Cottrell, Marie; Verleysen, Michel; Lacaille, Jérôme (2010). Self Organizing Star (SOS) for health monitoring. In :Proceedings of the 18th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning (ESANN 2010), p. 99-104. 18th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning (ESANN 2010), Bruges (Belgium) du 28/04/2010 au 30/04/2010. http://hdl.handle.net/2078.1/90842. Hazan, Aurélien; Verleysen, Michel; Cottrell, Marie; Lacaille, Jérôme (2010). Linear smoothing of FRF for aicraft engine vibration monitoring. In :Proceedings of the International Conference on Noise and vibration Engineering (ISMA 2010), p. 2857-2868. International Conference on Noise and vibration Engineering (ISMA 2010), Leuven (Belgium) du 20/09/2010 au 22/09/2010. http://hdl.handle.net/2078.1/90809. Hazan, Aurélien; Verleysen, Michel; Cottrell, Marie; Lacaille, Jérôme (2010). Trajectory Clustering for Vibration Detection in Aircraft Engines. In : Lecture Notes in Computer Science. Industrial Conference on Data Mining (ICDM 2010), Berlin (Germany) du 12/07/2010 au 14/07/2010. http://hdl.handle.net/2078.1/90536. Coelho, Frederico; Braga, Antonio Padua; Verleysen, Michel (2010). Multi-Objective Semi-supervised Feature Selection and Model Selection based on Pearson's Correlation Coefficient. In : Lecture Notes in Computer Science. 15th Iberoamerican Congress on Pattern Recognition (CIARP 2010), Sao Paulo (Brazil) du 08/11/2010 au 11/11/2010. http://hdl.handle.net/2078.1/90531. Verleysen, Michel (2010). Machine learning for high-dimensional data. In :Proceedings of Artificial Intelligence and Applications (AIA 2010). Artificial Intelligence and Applications (AIA 2010), Innsbruck (Austria) du 15/02/2010 au 17/02/2010. http://hdl.handle.net/2078.1/91220. Verleysen, Michel; Lee, John (2010). Nonlinear dimensionality reduction. In :Proceedings of the 11th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2010). 11th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2010), Paisley (Scotland, UK) du 01/09/2010 au 03/09/2010. http://hdl.handle.net/2078.1/91219. Onclinx, Victor; Lee, J.A.; Wertz, Vincent; Verleysen, Michel (2010). Dimensionality reduction by rank preservation. In :Proceedings of the 2010 International Joint Conference on Neural Networks (IJCNN 2010)IEEE, p. 1599-1606. 2010 International Joint Conference on Neural Networks (IJCNN 2010), Barcelona (Spain) du 18/07/2010 au 23/07/2010. doi: 10.1109/IJCNN.2010.5596347. http://hdl.handle.net/2078.1/68553. Monographie (Book) Verleysen, Michel (2010). 18th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning 2010: Proceedings. d-side publ. : Evere (Belgium). p. 568. http://hdl.handle.net/2078.1/91193. 2009 Article de périodique (Journal article) Liitiainen, Elia; Verleysen, Michel; Corona, Francesco; Lendasse, Amaury (2009). Residual variance estimation in machine learning. In : Neurocomputing (2009), p. 3692-3703. doi: 10.1016/j.neucom.2009.07.004. http://hdl.handle.net/2078.1/35268. Gomez-Verdejo, Vanessa; Verleysen, Michel; Fleury, Jerome (2009). Information-theoretic feature selection for functional data classification. In : Neurocomputing (2009), p. 3580-3589. doi: 10.1016/j.neucom.2008.12.035. http://hdl.handle.net/2078.1/35267. Garcia-Laencina, Pedro J.; Sancho-Gomez, Jose-Luis; Figueiras-Vidal, Anibal R.; Verleysen, Michel (2009). K nearest neighbours with mutual information for simultaneous classification and missing data imputation. In : Neurocomputing (2009), p. 1483-1493. doi: 10.1016/j.neucom.2008.11.026. http://hdl.handle.net/2078.1/58982. Lee, John; Verleysen, Michel (2009). Quality assessment of dimensionality reduction: Rank-based criteria. In : Neurocomputing (2009), p. 1431-1443. doi: 10.1016/j.neucom.2008.12.017. http://hdl.handle.net/2078.1/58980. Onclinx, Victor; Wertz, Vincent; Verleysen, Michel (2009). Nonlinear data projection on non-Euclidean manifolds with controlled trade-off between trustworthiness and continuity. In : Neurocomputing (2009), p. 1444-1454. doi: 10.1016/j.neucom.2008.12.018. http://hdl.handle.net/2078.1/58981. Communication à un colloque (Conference Paper) Lee, J.A.; Verleysen, Michel (2009). Simbed: similarity-based embedding. In :Alippi, C.; Polycarpou, M.; Ellinas, G.; Panayiotou, C.;, Lecture Notes in Computer Science, Berlin-Heidelberg : Springer verlag, p. 95-104. 19th International Conference on Artificial Neural Networks (ICANN 2009), Limassol (Cyprus) du 14/09/2009 au 17/09/2009. doi: 10.1007/978-3-642-04277-5_10. http://hdl.handle.net/2078.1/67460. Cottrell, Marie; Gaubert, Patrice; Eloy, Cédric; François, Damien; Hallaux, Geoffroy; Verleysen, M. et al. (2009). Fault prediction in aircraft engines using self-organizing maps. In :Principe, J.C.; Miikkulainen, R., Advances in Self-organizing Maps, Berlin-Heidelberg : Springer-verlag, p. 37-44. 7th International Workshop Self-Organizing Maps (WSOM 2009), St. Augustine (Florida/USA) du 08/06/2009 au 10/06/2009. doi: 10.1007/978-3-642-02397-2_5. http://hdl.handle.net/2078.1/67527. de Lannoy, Gaël; Verleysen, Michel; Delbeke, Jean (2009). Assessment and comparison of time realignment methods for supervised heart beat classification. In :BIOSIGNALS 2009. Second International Conference on Bio-inspired Systems and Signal ProcessingInsticc press, p. 239-244. Second International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS 2009), Porto (Portugal) du 14/01/2009 au 17/01/2009. http://hdl.handle.net/2078.1/67618. De Decker, Arnaud; Lee, J.A.; Verleysen, Michel (2009). Performance assessment of patch-based bilateral denoising. In :Djemal, K.;, First International Workshop on Medical Image Analysis and Description for Diagnosis Systems - MIAD 2009Insticc press, p. 52-61. First International Workshop on Medical Image Analysis and Description for Diagnosis Systems (MIAD 2009), Porto (Portugal) du 14/01/2009 au 17/01/2009. http://hdl.handle.net/2078.1/67617. Lee, John; Verleysen, Michel (2009). The intrusion-extrusion compromise for the projection and visualization of high-dimensional data. Colloquium "Statistiques pour le traitement de l’image" (STATIM 2009), Université Paris 1 Panthéon-Sorbonne (France) du 22/01/2009 au 23/01/2009. http://hdl.handle.net/2078.1/91235. Frankhauser, Pierre; Frénay, Benoît; Thomas, Isabelle; Verleysen, Michel (2009). Clustering patterns of urban builtup areas with curves of fractal scaling behavior. Proceedings of ASRDLF 2009,l'Association de Science Régionale de Langue Française, Clermont-Ferrand/France du 06/07/2009 au 08/07/2009. http://hdl.handle.net/2078.1/108642. Frénay, Benoît; de Lannoy, Gaël; Verleysen, Michel (2009). Improving the transition modelling in hidden Markov models for ECG segmentation. In :Proceedings of the 17th European Symposium on Artificial Neural Networks - Advances in Computational Intelligence and Learning (ESANN 2009), p. 141-146. 17th European Symposium on Artificial Neural Networks - Advances in Computational Intelligence and Learning (ESANN 2009), Bruges (Belgium) du 22/04/2009 au 24/04/2009. http://hdl.handle.net/2078.1/90923. De Decker, Arnaud; Lee, John; Verleysen, Michel (2009). Patch-Based Bilateral and Local M-Smoother for Image Denoising. In :Proceedings of the 17th European Symposium on Artifician Neural Networks - Advances in Computational Intellignece and Learning (ESANN 2009), p. 95-100. 17th European Symposium on Artifician Neural Networks - Advances in Computational Intellignece and Learning (ESANN'09), Bruges (Belgium) du 22/04/2009 au 24/04/2007. http://hdl.handle.net/2078.1/90944. Thomas, Isabelle; Frankhauser, Pierre; Frénay, Benoît; Verleysen, Michel (2009). Clustering fractal urban patterns with curves of scaling behavior. In :Proceedings of the 49th Congress of the European Regional Science Association "Territorial cohesion of Europe and integrative planning" (ERSA 2009). 49th Congress of the European Regional Science Association "Territorial cohesion of Europe and integrative planning" (ERSA 2009), Lodz (Poland) du 25/08/2009 au 29/08/2009. http://hdl.handle.net/2078.1/90905. Lee, John A.; De Decker, Arnaud; Verleysen, Michel (2009). Adaptive anisotropic denoising: a bootstrapped procedure. In :Proceedings of the 17th European Symposium on Artificail Neural Networks - Advances in Computational Intelligence and Learning (ESANN 2009), p. 101-106. 17th European Symposium on Artificail Neural Networks - Advances in Computational Intelligence and Learning (ESANN 2009), Bruges (Belgium) du 22/04/2009 au 24/04/2009. http://hdl.handle.net/2078.1/90940. Krier, Catherine; François, Damien; Rossi, Fabrice; Verleysen, Michel (2009). Supervised Variable Clustering for Classification of NIR Spectra. In :Proceedings of the 17th European Symposium on Artificial Neural Networks - Advances in Computational Intelligence and Learning (ESANN 2009), p. 263-268. 17th European Symposium on Artificial Neural Networks - Advances in Computational Intelligence and Learning (ESANN 2009), Bruges (Belgium) du 22/04/2009 au 24/04/2009. http://hdl.handle.net/2078.1/90917. De Decker, Arnaud; Lee, John; Verleysen, Michel (2009). Variance Stabilizing Transformations in Patch-Based Bilateral Filters for Poisson Noise Image Denoising. In :Proceedings of EMBC 2009, International Conference of the IEEE Engineering in Medicine and Biology Society, p. 3673-3676. International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2009), Minneapolis (Minnesotta/USA) du 02/09/2009 au 06/09/2009. http://hdl.handle.net/2078.1/90902. Azan, Aurélien; Verleysen, Michel; Cottrell, Marie (2009). Random model of vibrations for Foreign Object Damage detection in a civil aircraft engine. In :Proceedings of MLA 2009, Machine Learning for Aerospace International Workshop, p. 149-152. Machine Learning for Aerospace International Workshop (MLA 2009), Marseille (France) du 03/07/2009 au 04/07/2009. http://hdl.handle.net/2078.1/90915. de Lannoy, Gaël; Costecalde, Thomas; Marin, Jorge; Verleysen, Michel; Delbeke, Jean (2009). Elimination of electrocardiogram contamination from vagus nerve recordings using ICA. In :Proceedings of the 14th Annual International FES Society Conference (IFESS 2009), p. 109-111. 14th Annual International FES Society Conference (IFESS 2009), Seoul (Corea) du 13/09/2009 au 17/09/2009. http://hdl.handle.net/2078.1/90892. Verleysen, Michel; Lee, John (2009). Nonlinear dimensionality reduction and visualization. SFC (Société Française de Classification) 2009, Grenoble (France) du 02/09/2009 au 04/09/2009. http://hdl.handle.net/2078.1/91221. Verleysen, Michel (2009). A tribute to Jeanny Hérault. Machine Learning for Signal Processing (MLSP 2009), Grenoble (France) du 02/09/2009 au 04/09/2009. http://hdl.handle.net/2078.1/91224. Verleysen, Michel (2009). Feature selection. Soft Computing and Statistics, COST Action IC0702 summer course 2009, Lisbon (Portugal) du 17/07/2009 au 21/07/2009. http://hdl.handle.net/2078.1/91227. Verleysen, Michel (2009). Feature selection. Soft Computing and Statistics, COST Action IC0702 summer course 2009, Lisbon (Portugal) du 17/07/2009 au 20/07/2009. http://hdl.handle.net/2078.1/91226. Verleysen, Michel; Lee, John (2009). Nonlinear dimensionality reduction. UCL Large Graphs group seminar, Louvain-la-Neuve (Belgium) le 05/06/2009. http://hdl.handle.net/2078.1/91229. Verleysen, Michel; Lee, John (2009). How to assess the quality of nonlinear dimensionality reduction techniques?. Dagstuhl seminar "Similarity-based learning on structures", Dagstuhl (Germany) du 15/02/2009 au 20/02/2009. http://hdl.handle.net/2078.1/91232. Contribution à ouvrage collectif (Book Chapter) Verleysen, Michel; Rossi, Fabrice; François, Damien (2009). Advances in Feature Selection with Mutual Information. In :Thomas Villmann; Michael Bielh; Barbara Hammer; Michel Verleysen eds., Similarity-Based ClusteringSpringer, p. 52-69. http://hdl.handle.net/2078.1/82966. de Lannoy, Gaël; De Decker, Arnaud; Verleysen, Michel (2009). A Supervised Wavelet Transform Algorithm for R Spike Detection in Noisy ECGs. In :Ana Fred; Joaquim Filipe; Hugo Gamboa eds., Biomedical Engineering Systems and TechnologiesSpringer, p. 256-264. http://hdl.handle.net/2078.1/82955. Monographie (Book) Verleysen, Michel (2009). Similarity-Based Clustering - Recent Developments and Biomedical Applications. Thomas Villmann, Michael Biehl, Barbara Hammer, Michel Verleysen. p. 203. http://hdl.handle.net/2078.1/91201. Verleysen, Michel (2009). 17th European Symposium On Artificial Neural Networks - Advances in Computational Intelligence and Learning 2009 : Proceedings. d-side publ. : Evere (Belgium). p. 616. http://hdl.handle.net/2078.1/91194. 2008 Article de périodique (Journal article) Lee, John; Vrins, Frederic; Verleysen, Michel (2008). Blind source separation based on endpoint estimation with application to the MLSP 2006 data competition. In : Neurocomputing (2008), p. 47-56. doi: 10.1016/j.neucom.2007.12.047. http://hdl.handle.net/2078.1/35931. Assenza, Alex; Valle, Maurizio; Verleysen, Michel (2008). A Comparative Study of Various Probability Density Estimation Methods for Data Analysis. In : International Journal Of Computational Intelligence Systems (2008), p. 188-201. http://hdl.handle.net/2078.1/35749. Mujica, L. E.; Vehi, J.; Ruiz, M.; Verleysen, Michel; Staszewski, W.; Worden, K. et al. (2008). Multivariate statistics process control for dimensionality reduction in structural assessment. In : Mechanical Systems and Signal Processing (2008), p. 155-171. doi: 10.1016/j.ymssp.2007.05.001. http://hdl.handle.net/2078.1/37187. Delannay, Nicolas; Verleysen, Michel (2008). Collaborative filtering with interlaced generalized linear models. In : Neurocomputing (2008), p. 1300-1310. doi: 10.1016/j.neucom.2007.12.021. http://hdl.handle.net/2078.1/59288. Rousseau, Réjane; Govaerts, Bernadette; Verleysen, Michel; Boulanger, Bruno (2008). Comparison of some chemometric tools for metabonomics biomarker identification. In : Chemometrics and Intelligent Laboratory Systems (2008), p. 54-66. doi: 10.1016/j.chemolab.2007.06.008. http://hdl.handle.net/2078.1/59305. Krier, Catherine; Rossi, Fabrice; François, Damien; Verleysen, Michel (2008). A data-driven functional projection approach for the selection of feature ranges in spectra with ICA or cluster analysis. In : Chemometrics and Intelligent Laboratory Systems (2008), p. 43-53. doi: 10.1016/j.chemolab.2007.09.004. http://hdl.handle.net/2078.1/59304. Archambeau, Cedric; Delannay, Nicolas; Verleysen, Michel (2008). Mixtures of robust probabilistic principal component analyzers. In : Neurocomputing (2008), p. 1274-1282. doi: 10.1016/j.neucom.2007.11.029. http://hdl.handle.net/2078.1/59287. Mahamadou Biga , Diambeidou; Gailly, Benoît; Verleysen, Michel; Wertz, Vincent; François, Damien (2008). An empirical Taxonomy of start-up firms growth trajectories (IAG - LSM Working Papers, 07/09). http://hdl.handle.net/2078/18312. Communication à un colloque (Conference Paper) Pham, Dinh-Tuan; Vrins, Frederic; Verleysen, Michel (2008). On the risk of using Renyi's entropy for blind source separation. In : IEEE Transactions on Signal Processing (2008), p. 4611-4620. 7th International Conference on Independent Component Analysis and Signal Separation, London (England) Sep 09-12, 2007. doi: 10.1109/TSP.2008.928109. http://hdl.handle.net/2078.1/59156. de Lannoy, Gaël; Frénay, Benoît; Verleysen, Michel; Delbeke, Jean (2008). Supervised ECG Delineation Using the Wavelet Transform and Hidden Markov Models. In :Vander Sloten, J.; Nyssen, M.; Verdonck, P.; Haueisen, J.;, Proceedings of the 4th European Conference of the International Federation for Medical and Biological Engineering (ECIFMBE 2008)Springer verlag, p. 22-25. 4th European Conference of the International Federation for Medical and Biological Engineering (ECIFMBE 2008), Antwerp (Belgium) du 23/11/2008 au 27/11/2008. http://hdl.handle.net/2078.1/67459. Frénay, Benoît; de Lannoy, Gaël; Verleysen, Michel (2008). Emission Modelling for Supervised ECG Segmentation using Finite Differences. In :Vander Sloten, J.; Nyssen, M.; Verdonck, P.; Haueisen, J.;, 4th European Conference of the International Federation for Medical and Biological Engineering - ECIFMBE 2008Springer verlag, p. 1212-1216. 4th European Conference of the International Federation for Medical and Biological Engineering - ECIFMBE 2008, Antwerp, Belgium 23-27 November 2008. http://hdl.handle.net/2078.1/67454. Delannay, Nicolas; Archambeau, Cédric; Verleysen, Michel (2008). Improving the robustness to outliers of mixtures of probabilistic PCAs. In :Advances in Knowledge Discovery and Data MiningSpringer-verlag, p. 527-535. 12th Pacific-Asia Conference (PAKDD 2008), Osaka (Japan) du 20/05/2008 au 23/05/2008. doi: 10.1007/978-3-540-68125-0_47. http://hdl.handle.net/2078.1/67664. Rui Nian; Guangrong Ji; Verleysen, Michel (2008). An unsupervised Gaussian mixture classification mechanism based on statistical learning analysis. In :Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 2008)IEEE, p. 14-18. Fifth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 2008), Shandong (China) du 18/10/2008 au 20/10/2008. doi: 10.1109/FSKD.2008.333. http://hdl.handle.net/2078.1/67710. de Lannoy, Gaël; De Decker, Arnaud; Verleysen, Michel (2008). A supervised learning approach based on the continuous wavelet transform for R spike detection in ECG. In :Proceedings of the First International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS 2008)Control and communication, p. 140-145. First International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS 2008), Madeira (Portugal) du 28/01/2008 au 31/01/2008. http://hdl.handle.net/2078.1/67711. Rui Nian; Guangrong Ji; Verleysen, Michel (2008). An Alternative to Center-based Clustering Algorithm via Statistical Learning Analysis. In :Advanced Intelligent Computing Theories and Applications With Aspects of Artificial Intelligence.Springer-verlag, p. 693-700. 4th International Conference on Intelligent Computing (ICIC 2008), Shanghai (China) du 15/09/2008 au 18/09/2008. doi: 10.1007/978-3-540-85984-0_83. http://hdl.handle.net/2078.1/67640. Eirola, Emil; Liitiäinen, Elia; Lendasse, Amaury; Corona, F.; Verleysen, Michel (2008). Using the Delta Test for Variable Selection. In :Proceedings of the 16th European Symposium on Artificial Neural Networks (ESANN 2008), p. 25-30. 16th European Symposium on Artificial Neural Networks (ESANN 2008), Bruges (Belgium) du 23/04/2008 au 25/04/2008. http://hdl.handle.net/2078.1/90973. Verleysen, Michel; François, Damien (2008). Parameter-free feature selection with mutual information. In :Proceedings of the first workshop of the ERCIM Working Group on Computing and Statistics, p. 13. First workshop of the ERCIM Working Group on Computing and Statistics, Neuchâtel/Suisse du 19/06/2008 au 21/06/2008. http://hdl.handle.net/2078.1/90972. Garcia-Laencina, Pedro; Sancho-Gomez, José-Luis; Figueiras-Vidal, Anibal R.; Verleysen, Michel (2008). K-nearest neighbours based on mutual information for incomplete data classification. In :Proceedings of the 16th European Symposium on Artificial Neural Networks (ESANN 2008), p. 25-30. 16th European Symposium on Artificial Neural Networks (ESANN 2008), Bruges (Belgium) du 23/05/2008 au 25/04/2008. http://hdl.handle.net/2078.1/90979. Lee, John; Verleysen, Michel (2008). Rank-based quality assessment of nonlinear dimensionality reduction. In :Proceedings of the 16th European Symposium on Artificial Neural Networks (ESANN 2008), p. 49-54. 16th European Symposium on Artificial Neural Networks (ESANN 2008), Bruges (Belgium) du 23/04/2008 au 25/04/2008. http://hdl.handle.net/2078.1/90989. Verleysen, Michel (2008). Feature selection with low-dimensional mutual information. In :Proceedings of the 8th International Conference on Operations Research (OrHavana 2008). 8th International Conference on Operations Research (OrHavana 2008), Havana (Cuba) du 25/02/2008 au 29/02/2008. http://hdl.handle.net/2078.1/90991. François, Damien; Krier, Catherine; Rossi, Fabrice; Verleysen, Michel (2008). Estimation de redondance pour le clustering de variables spectrales. In :Proceedings of the 10th European Symposium on Statistical Methods for the Food Industry (AGROSTAT 2008), p. 55-61. 10th European Symposium on Statistical Methods for the Food Industry (AGROSTAT 2008), Louvain-la-Neuve (Belgium) du 23/01/2008 au 25/01/2008. http://hdl.handle.net/2078.1/91015. Lee, John; Verleysen, Michel (2008). Quality Assessment of nonlinear dimensionality reduction based on K-ary neighborhood. In : Journal of Machine Learning Research: Workshop and Conference proceedings (2008), p. 21-35. FSDM 2008, New Challenges for feature selection in data mining and knowledge discovery, Antwerp (Belgium) le 15/09/2008. http://hdl.handle.net/2078.1/90711. de Lannoy, Gaël; Marin, Jorge; Verleysen, Michel; Delbeke, Jean (2008). Filtering Heart Related Activity from Vagus Nerve Recordings in Rats. In : Biomedical Technology (2008), p. p1 p 16-18. Proceedings of the 13th Annual International FES Society Conference (IFESS 2008), Freiburg (Germany) du 21/09/2008 au 25/09/2008. http://hdl.handle.net/2078.1/90547. Verleysen, Michel (2008). High-dimensional Data Analysis and Feature Selection. EVIC (Latin-American Summer School on Computational Intelligence), Santiago (Chile) du 15/12/2008 au 17/12/2008. http://hdl.handle.net/2078.1/91236. Verleysen, Michel (2008). Nonlinear projection. EVIC (Latin-American Summer School on Computational Intelligence) 2008, Santiago (Chile) du 15/12/2008 au 17/12/2008. http://hdl.handle.net/2078.1/91240. Onclinx, Victor; Verleysen, Michel; Wertz, Vincent (2008). Projection of time series with periodicity on a sphere. In :Proceedings of the European Symposium on Time Series Prediction (ESTSP'08), p. 47-56. European Symposium on Time Series Prediction (ESTSP'08), Porvoo (Finland) du 17/09/2008 au 19/09/2008. http://hdl.handle.net/2078.1/90971. Onclinx, Victor; Wertz, Vincent; Verleysen, Michel (2008). Nonlinear data projection on a sphere with a controlled trade-off between trustworthiness and continuity. In :Proceedings of the 16th European Symposium on Artificial Neural Networks (ESANN 2008), p. 43-48. 16th European Symposium on Artificial Neural Networks (ESANN 2008), Bruges (Belgium) du 23/04/2008 au 25/04/2008. http://hdl.handle.net/2078.1/90983. Contribution à ouvrage collectif (Book Chapter) Diambeidou, M.B; Wertz, Vincent; Verleysen, Michel; Gailly, Benoît; François, Damien (2008). Empirical Taxonomy of Start-Up Firms Growth Trajectories. In :The Dynamics Between Entrepreneurship, Environment and Education. http://hdl.handle.net/2078/17995. Biga Diambeidou, Mahamadou; François, Damien; Gailly, Benoît; Verleysen, Michel; Wertz, Vincent (2008). An empirical taxonomy of start-up firms growth trajectories. In :Mahamadou, B., François, D., Gailly B., The Dynamics between Entrepreneurship, Environment and EducationA. Fayolle and P. Kyro, p. 193-220. http://hdl.handle.net/2078/74910. Monographie (Book) Verleysen, Michel (2008). 16th European Symposium On Artificial Neural Networks - Advances in Computational Intelligence and Learning 2008: Proceedings. d-side publ. : Evere (Belgium). p. 555. http://hdl.handle.net/2078.1/91196. 2007 Article de périodique (Journal article) Vrins, Frédéric; Pham, Dinh-Tuan; Verleysen, Michel (2007). Mixing and non-mixing local minima of the entropy contrast for blind source separation. In : IEEE Transactions on Information Theory (2007), p. 1030-1042. doi: 10.1109/TIT.2006.890716. http://hdl.handle.net/2078.1/37746. Caetano, Sonia; Krier, Catherine; Verleysen, Michel; Heyden, Yvan Vander (2007). Modelling the quality of enantiomeric separations using Mutual Information as an alternative variable selection technique. In : Analytica Chimica Acta (2007), p. 37-46. doi: 10.1016/j.aca.2007.08.048. http://hdl.handle.net/2078.1/37250. Simon, Geoffroy; Lee, John; Cottrell, Marie; Verleysen, Michel (2007). Forecasting the CATS benchmark with the Double Vector Quantization method. In : Neurocomputing (2007), p. 2400-2409. doi: 10.1016/j.neucom.2005.12.137. http://hdl.handle.net/2078.1/37447. Lendasse, Amaury; Oja, Erkki; Simula, Olli; Verleysen, Michel (2007). Time series prediction competition: The CATS benchmark. In : Neurocomputing (2007), p. 2325-2329. doi: 10.1016/j.neucom.2007.02.013. http://hdl.handle.net/2078.1/37446. Lespinats, Sylvain; Verleysen, Michel; Giron, Alain; Fertil, Bernard (2007). DD-HDS: A method for visualization and exploration of high-dimensional data. In : IEEE Transactions on Neural Networks (2007), p. 1265-1279. doi: 10.1109/TNN.2007.891682. http://hdl.handle.net/2078.1/37390. Simon, Geoffroy; Verleysen, Michel (2007). High-dimensional delay selection for regression models with mutual information and distance-to-diagonal criteria. In : Neurocomputing (2007), p. 1265-1275. doi: 10.1016/j.neucom.2006.10.150. http://hdl.handle.net/2078.1/59645. Archambeau, Cédric; Verleysen, Michel (2007). Robust Bayesian clustering. In : Neural networks : the official journal of the International Neural Network Society (2007), p. 129-38. doi: 10.1016/j.neunet.2006.06.009. http://hdl.handle.net/2078.1/10730. Vrins, Frédéric; Lee, John; Verleysen, Michel (2007). A minimum-range approach to blind extraction of bounded sources. In : IEEE transactions on neural networks / a publication of the IEEE Neural Networks Council (2007), p. 809-22. doi: 10.1109/TNN.2006.889941. http://hdl.handle.net/2078.1/10982. Biga Diambeidou, Mahamadou; Wertz, Vincent; Verleysen, Michel; Janssen, Frank; Gailly, Benoît; François, D. et al. (2007). Les trajectoires de croissance des jeunes entreprises. In : Gestion 2000 (2007), p. 83-102. http://hdl.handle.net/2078/17169. Rossi, Fabrice; François, Damien; Wertz, Vincent; Meurens, Marc; Verleysen, Michel (2007). Fast selection of spectral variables with B-spline compression. In : Chemometrics and Intelligent Laboratory Systems (2007), p. 208-218. doi: 10.1016/j.chemolab.2006.06.007. http://hdl.handle.net/2078.1/59618. François, Damien; Wertz, Vincent; Verleysen, Michel (2007). The concentration of fractional distances. In : IEEE Transactions on Knowledge & Data Engineering (2007), p. 873-886. doi: 10.1109/TKDE.2007.1037. http://hdl.handle.net/2078.1/37581. François, Damien; Rossi, Fabrice; Wertz, Vincent; Verleysen, Michel (2007). Resampling methods for parameter-free and robust feature selection with mutual information. In : Neurocomputing (2007), p. 1276-1288. doi: 10.1016/j.neucom.2006.11.019. http://hdl.handle.net/2078.1/59646. Communication à un colloque (Conference Paper) Lee, J.A.; Vrins, Frédéric; Verleysen, Michel (2007). Non-orthogonal support-width ICA. In :14th European Symposium on Artificial Neural Networks, ESANN 2006D-side, p. 351-358. 14th European Symposium on Artificial Neural Networks, ESANN 2006, Bruges, Belgium 26-28 April 2006. http://hdl.handle.net/2078.1/67845. Vrins, Frédéric; Dinh-Tuan Pham; Verleysen, Michel (2007). Is the general form of Renyi's entropy a contrast for source separation?. In : Lecture Notes in Computer Science. In :Davies, M.E.; James, C.; Davies, M.; Abdallah, S.; Plumbley, M.;, Independent Component Analysis and Signal Separation. Proceedings 7thInternational Conference, ICA 2007. (Lecture Notes in Computer Sciencevol. 4666), Lecture Notes in Computer Science, Berlin-Heidelberg : Springer, no4666, p. 129-136. 7th International Conference (ICA 2007), London (UK) du 09/09/2007 au 12/09/2007. http://hdl.handle.net/2078.1/67838. Diambeidou, M.B; Wertz, Vincent; Verleysen, Michel; Gailly, Benoît; François, Damien (2007). An Empirical Taxonomy of Start-Up Firms Growth Trajectories. In : The OECD Entrepreneurship Indicators Programme : Workshop on the Measurement of High-Growth Enterprises (2007), p. 28. In :proceedings of the OECD Entrepreneurship Indicators Programme: Workshop on the Measurement of High-Growth Enterprises, The OECD Entrepreneurship Indicators Programme : Workshop on the Measurement of High-Growth Enterprises, 28(2007), p. 28ages. The OECD Entrepreneurship Indicators Programme: Workshop on the Measurement of High-Growth Enterprises, Paris (France) le 19/11/2007. http://hdl.handle.net/2078/17059. Diambeidou, M.B; Verleysen, Michel; Gailly, Benoît (2007). Une Taxonomie des Trajectoires de Croissance Initiale des jeunes Entreprises. In :Proceedings du Vème Congrès International de l’Académie de l’Entrepreneuriat, p. 27ages. 5e Congrès International de l'Académie de l'Entrepreneuriat, Sherbrooke (Canada) du 04/10/2007 au 05/10/2007. http://hdl.handle.net/2078/17738. Dablemont, Simon; Van Bellegem, Sébastien; Verleysen, Michel (2007). Forecasting high and low of financial time series by particle filters and Kalman filters. http://hdl.handle.net/2078.1/23825. Krier, Catherine; François, Damien; Rossi, Fabrice; Verleysen, Michel (2007). Feature clustering and mutual information for the selection of variables in spectral data. In :Proceedings of the European Symposium on Artificial Neural Networks (ESANN 2007), p. 157-162. European Symposium on Artificial Neural Networks (ESANN 2007), Bruges (Belgium) du 25/04/2007 au 27/04/2007. http://hdl.handle.net/2078.1/91088. De Decker, Arnaud; de Lannoy, Gaël; Verleysen, Michel (2007). Functional SOM for variable-length signal windows. In :Proceedings of the 6th International Workshop on Self-Organizing Maps (WSOM 2007), p. 6ages. 6th International Workshop on Self-Organizing Maps (WSOM 2007), Bielefeld (Germany) du 03/09/2007 au 06/09/2007. http://hdl.handle.net/2078.1/91062. Dablemont, Simon; Van Bellegem, Sébastien; Verleysen, Michel (2007). Modelling and Forecasting financial time series of "tick data" by functional analysis and neural networks. In :Proceedings of Forecasting Financial Markets 2007, p. 1-18. Forecasting Financial Markets 2007, Aix-en-Provence (France) du 30/05/2007 au 01/06/2007. http://hdl.handle.net/2078.1/91078. François, Damien; Krier, Catherine; Rossi, Fabrice; Verleysen, Michel (2007). Estimation de redondance conditionnelle par information mutuelle, application au clustering de variables spectrales. In :Proceedings de Chimiométrie 2007, p. 43-46. Chimiométrie 2007, Lyon (France) du 29/11/2007 au 30/11/2007. http://hdl.handle.net/2078.1/91039. Verleysen, Michel (2007). Time series prediction and the curse of dimensionality. European Symposium on Time Series Prediction (ESTSP 2007), Helsinki (Finland) du 07/02/2007 au 09/02/2007. http://hdl.handle.net/2078.1/91256. Verleysen, Michel (2007). Learning High-Dimensional Data with Artificial Neural Networks. n/a, University of Groningen (The Netherlands) le 03/12/2007. http://hdl.handle.net/2078.1/91249. Verleysen, Michel (2007). Feature selection with mutual information and resampling. Dagstuhl seminar "Similary-based clustering and its application to medicine and biology", Dagstuhl (Germany) du 25/03/2007 au 30/03/2007. http://hdl.handle.net/2078.1/91254. Verleysen, Michel (2007). Sélection de variables par information mutuelle et rééchantillonnage. SAMOS-MATISSE-CES, Université Paris 1 Panthéon-Sorbonne (France) le 23/02/2007. http://hdl.handle.net/2078.1/91255. Verleysen, Michel (2007). Independent Component Analysis and Nonlinear Projections. Artificial Perception doctoral school, Universidad del Pais Vasco (Spain) le 19/06/2007. http://hdl.handle.net/2078.1/91251. Verleysen, Michel (2007). High-dimensional data. Artificial Perception doctoral school, Universidad del Pais Vasco (Spain) le 18/06/2007. http://hdl.handle.net/2078.1/91252. Verleysen, Michel; Archambeau, Cédric (2007). PCA and Mixtures of PCA: Improving the robustness to outliers. SAMOS-MATISSE-CES, Université Paris 1 Panthéon-Sorbonne (France) le 26/10/2007. http://hdl.handle.net/2078.1/91250. Contribution à ouvrage collectif (Book Chapter) Gomez-Verdejo, Vanessa; Verleysen, Michel; Fleury, Jérôme (2007). Information-theoretic feature selection for the classification of hysteresis curves. In :Francisco Sandoval et al. eds., International Work-Conference on Artificial Neural Networks (IWANN '07), Berlin-Heidelberg : Springer, p. 522-529. http://hdl.handle.net/2078.1/90741. Document de travail (Working Paper) Dablemont, Simon; Van Bellegem, Sébastien; Verleysen, Michel (2007). Modelling and Forecasting financial time series of «tick data» by functional analysis and neural networks. p. 18. http://hdl.handle.net/2078.1/23826. Monographie (Book) Lee, John; Verleysen, Michel (2007). Nonlinear dimensionality reduction. Springer : New York (United States). p. 310. http://hdl.handle.net/2078.1/90524. Verleysen, Michel (2007). 15th European Symposium On Artificial Neural Networks - Advances in Computational Intelligence and Learning 2007: Proceedings. d-side publ. : Evere (Belgium). p. 606. http://hdl.handle.net/2078.1/91198. 2006 Article de périodique (Journal article) Rossi, Fabrice; Lendasse, Amaury; François, Damien; Wertz, Vincent; Verleysen, Michel (2006). Mutual information for the selection of relevant variables in spectrometric nonlinear modelling. In : Chemometrics and Intelligent Laboratory Systems (2006), p. 215-226. doi: 10.1016/j.chemolab.2005.06.010. http://hdl.handle.net/2078.1/60066. Cottrell, Marie; Verleysen, Michel (2006). Advances in self-organizing maps - Introduction. In : Neural Networks (2006), p. 721-722. doi: 10.1016/j.neunet.2006.05.011. http://hdl.handle.net/2078.1/38075. Simon, Geoffroy; Lee, John; Verleysen, Michel (2006). Unfolding preprocessing for meaningful time series clustering. In : Neural networks : the official journal of the International Neural Network Society (2006), p. 877-88. doi: 10.1016/j.neunet.2006.05.020. http://hdl.handle.net/2078.1/10631. Communication à un colloque (Conference Paper) Vrins, Frédéric; Verleysen, Michel (2006). Minimum support ICA using order statistics. Part II: Performance analysis. In : Lecture Notes in Computer Science (2006), p. 270-277. 6th International Conference on Independent Component Analysis and Blind Signal Separation (ICA 2006), Charleston (Sc/USA) du 05/03/2006 au 08/03/2006. doi: 10.1007/11679363_34. http://hdl.handle.net/2078.1/60048. Vrins, Frédéric; Erdogmus, D; Jutten, C.; Verleysen, Michel (2006). Zero-entropy minimization for blind extraction of bounded sources (BEBS). In : Lecture Notes in Computer Science (2006), p. 747-754. 6th International Conference on Independent Component Analysis and Blind Signal Separation (ICA 2006), Charleston (Sc/USA) du 05/03/2006 au 08/03/2006. doi: 10.1007/11679363_93. http://hdl.handle.net/2078.1/60049. Vrins, R; Verleysen, Michel (2006). Minimum support ICA using order statistics. Part I: Quasi-range based support estimation. In : Lecture Notes in Computer Science (2006), p. 262-269. 6th International Conference on Independent Component Analysis and Blind Signal Separation (ICA 2006), Charleston (Sc/USA) du 05/03/2006 au 08/03/2006. doi: 10.1007/11679363_33. http://hdl.handle.net/2078.1/60047. Rossi, Fabrice; François, Damien; Wertz, Vincent; Verleysen, Michel (2006). A functional approach to variable selection in spectrometric problems. In : Lecture Notes in Computer Science (2006), p. 11-20. 16th International Conference on Artificial Neural Networks (ICANN 2006), Athens (Greece) du 10/09/2006 au 14/09/2006. doi: 10.1007/11840817_2. http://hdl.handle.net/2078.1/59902. Herrera, L. J.; Pomares, H.; Rojas, I.; Verleysen, Michel; Guilen, A. (2006). Effective input variable selection for function approximation. In : Lecture Notes in Computer Science (2006), p. 41-50. 16th International Conference on Artificial Neural Networks (ICANN 2006), Athens (Greece) du 10/09/2006 au 14/09/2006. doi: 10.1007/11840817_5. http://hdl.handle.net/2078.1/59903. Lee, J.A.; Vrins, Frédéric; Verleysen, Michel (2006). A least absolute bound approach to ICA: application to the MLSP 2006 competition. In :Proceedings of the IEEE International Workshop on Machine Learning for Signal ProcessingIEEE, p. 41-46. IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2006), maynooth (Ireland) du 06/09/2006 au 08/09/2006. http://hdl.handle.net/2078.1/67743. Delannay, Nicolas; Archambeau, Cédric; Verleysen, Michel (2006). Automatic adjustment of discriminant adaptive nearest neighbor. In :Tang, Y.Y.; Wang, S.P.; Lorette, G.L.; Yeung, D.S.; Yan, H.;, Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006)IEEE comput. soc, p. 4ages. 18th International Conference on Pattern Recognition (ICPR 2006), Hong Kong (China) du 20/08/2006 au 24/08/2006. http://hdl.handle.net/2078.1/67916. Archambeau, Cédric; Valle, M.; Assenza, A.; Verleysen, Michel (2006). Assessment of probability density estimation methods: Parzen window and finite Gaussian mixtures. In :Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS 2006)IEEE, p. 3245-3248. IEEE International Symposium on Circuits and Systems (ISCAS 2006), Island of Kos (Greece) du 21/05/2006 au 24/05/2006. http://hdl.handle.net/2078.1/67923. Simon, Geoffroy; Verleysen, Michel (2006). Lag selection for regression models using high-dimensional mutual information. In :Proceedings of the 14th European Symposium on Artificial Neural Networks (ESANN 2006)D-side, p. 395-400. 14th European Symposium on Artificial Neural Networks (ESANN 2006), Bruges (Belgium) du 26/04/2006 au 28/04/2006. http://hdl.handle.net/2078.1/67844. Biga Diambeidou, Mahamadou; Wertz, Vincent; Verleysen, Michel; Gailly, Benoît; François, Damien (2006). Empirical Taxonomy of Start-Up Firms Growth Trajectories. In :Proceedings of the European Summer University Conference on Entrepreneurship and Entrepreneurship Education Research (ESUCO 2006), p. 506-530. European Summer University Conference on Entrepreneurship and Entrepreneurship Education Research (ESUCO 2006), Hämeenlinna (Finland) du 25/08/2006 au 30/08/2006. http://hdl.handle.net/2078/17599. Krier, Catherine; François, Damien; Verleysen, Michel (2006). Une approche orientée données pour la projection de variables spectrales en spectrométrie. In :Proceedings de Chimiométrie 2006, p. 53-59. Chimiométrie 2006, Paris (France) du 30/11/2006 au 01/12/2006. http://hdl.handle.net/2078.1/91097. Caetano, Sonia; Krier, Catherine; Verleysen, Michel; Vander Heyden, Yvan (2006). Modélisation de la qualité des séparations énantiomériques utilisant le critère d'information mutuelle. In :Proceedings de Chimiométrie 2006, p. 170-173. Chimiométrie 2006, Paris (France) du 30/11/2006 au 01/12/2006. http://hdl.handle.net/2078.1/91099. Krier, Catherine; François, Damien; Wertz, Vincent; Verleysen, Michel (2006). Feature Scoring by Mutual Information for Classification of Mass Spectra. In :Proceedings of the 7th International FLINS Conference on Applied Artificial Intelligence (FLINS 2006)D. Ruan, P. D'Hondt, P.F. Fantoni, M. De Cock, M. Nechtegael, E.E. Kerre eds, p. 557-564. 7th International FLINS Conference on Applied Artificial Intelligence (FLINS 2006), Genova (Italy) du 29/08/2006 au 31/08/2006. http://hdl.handle.net/2078.1/90752. Sameni, R.; Vrins, Frédéric; Parmentier, F.; Vigneron, V.; Verleysen, Michel; Hérail, C. et al. (2006). Electrode Selection for Noninvasive Fetal Electrocardiogram Extraction using Mutual Information Criteria. Proceedings of the 26th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2006), CNRS (Paris/France) du 08/07/2006 au 13/07/2006. http://hdl.handle.net/2078.1/90753. François, Damien; Wertz, Vincent; Verleysen, Michel (2006). The permutation test for feature selection by mutual information. In :Proceedings of the 14th European Symposium on Artificial Neural Networks (ESANN 2006), p. 239-244. 14th European Symposium on Artificial Neural Networks (ESANN 2006), Bruges (Belgium) du 26/04/2006 au 28/04/2006. http://hdl.handle.net/2078.1/91189. Lendasse, Amaury; Corona, F.; Hao, J.; Reyhani, N.; Verleysen, Michel (2006). Determination of the Mahalanobis matrix using nonparametric noise estimations. In :Proceedings of the 14th European Symposium on Artificial Neural Networks (ESANN 2006), p. 227-232. 14th European Symposium on Artificial Neural Networks (ESANN 2006), Bruges (Belgium) du 26/04/2006 au 28/04/2006. http://hdl.handle.net/2078.1/91190. Dablemont, Simon; Verleysen, Michel; Van Bellegem, Sébastien (2006). Modelling and Forecasting financial time series of "tick data". In :Proceedings of the 26th International Sysmposium on Forecasting (ISF 2006), p. 60. 26th International Sysmposium on Forecasting (ISF 2006), Santander (Spain) du 11/06/2006 au 14/06/2006. http://hdl.handle.net/2078.1/91181. Lee, John; Vrins, Frédéric; Verleysen, Michel (2006). Non-Orthogonal Support-Width ICA. In :Proceedings the 14th European Symposium on Artificial Neural Networks (ESANN 2006), p. 351-358. 14th European Symposium on Artificial Neural Networks (ESANN 2006), Bruges (Belgium) du 26/04/2006 au 28/04/2006. http://hdl.handle.net/2078.1/91187. Caetano, Sonia; Krier, Catherine; Verleysen, Michel; Vander Heyden, Yvan (2006). Mutual Information for the selection of variables to model enantioselectivity. In :Proceedings of the 4th International Chemometrics Research Symposium (ICRM 2006). 4th International Chemometrics Research Symposium (ICRM 2006), Veldhoven (the Netherlands) du 28/05/2006 au 01/06/2006. http://hdl.handle.net/2078.1/91183. Archambeau, Cédric; Delannay, Nicolas; Verleysen, Michel (2006). Robust Probabilistic Projections. In :Proceedings of the 23rd International Conference on Machine Learning (ICML 2006), p. 33-40. 23rd International Conference on Machine Learning (ICML 2006), Pittsburgh (PA/USA) du 26/06/2006 au 28/06/2006. http://hdl.handle.net/2078.1/91179. Monographie (Book) Verleysen, Michel (2006). 14th European Symposium on Artificial Neural Networks 2006: Proceedings. d-side publ. : Evere (Belgium). p. 687. http://hdl.handle.net/2078.1/91199. Verleysen, Michel (2006). Neural Networks special issue on "Advances in Self-Organizing Maps". M. Cottrell, M. Verleysen. http://hdl.handle.net/2078.1/91204. 2005 Article de périodique (Journal article) Lee, J.A.; Verleysen, Michel (2005). Nonlinear dimensionality reduction of data manifolds with essential loops. In : Neurocomputing (2005), p. 29-53. doi: 10.1016/j.neucom.2004.11.042. http://hdl.handle.net/2078.1/39157. Vrins, Frédéric; Verleysen, Michel (2005). Information theoretic versus cumulant-based contrasts for multimodal source separation. In : IEEE Signal Processing Letters (Mars 2005), p. 190-193. doi: 10.1109/LSP.2004.840863. http://hdl.handle.net/2078.1/39806. Vrins, Frédéric; Verleysen, Michel (2005). On the entropy minimization of a linear mixture of variables for source separation. In : Signal Processing (2005), p. 1029-1044. doi: 10.1016/j.sigpro.2004.11.026. http://hdl.handle.net/2078.1/39444. Communication à un colloque (Conference Paper) Archambeau, Cédric; Verleysen, Michel (2005). Manifold constrained variational mixtures. In : Lecture Notes in Computer Science (2005), p. 279-284. 15th International Conference on Artificial Neural Networks (ICANN 2005), Warsaw (Poland) du 11/09/2005 au 15/09/2005. http://hdl.handle.net/2078.1/60852. Lendasse, Amaury; Ji, Jongnan; Reyhani, Nima; Verleysen, Michel (2005). LS-SVM hyperparameter selection with a nonparametric noise estimator. In : Lecture Notes in Computer Science (2005), p. 625-630. 15th International Conference on Artificial Neural Networks (ICANN 2005), Warsaw (Poland) du 11/09/2005 au 15/09/2005. http://hdl.handle.net/2078.1/60853. Verleysen, Michel; François, Damien (2005). The curse of dimensionality in data mining and time series prediction. In : Lecture Notes in Computer Science (2005), p. 758-770. 8th International Work-Conference on Artificial Neural Networks (IWANN 2005), Barcelona (Spain) du 08/06/2005 au 10/06/2005. http://hdl.handle.net/2078.1/60793. Archambeau, Cédric; Verleysen, Michel (2005). Manifold constrained finite Gaussian mixtures. In : Lecture Notes in Computer Science (2005), p. 820-828. 8th International Work-Conference on Artificial Neural Networks (IWANN 2005), Barcelona (Spain) du 08/06/2005 au 10/06/2005. http://hdl.handle.net/2078.1/60935. Vrins, Frédéric; Lee, John; Verleysen, Michel (2005). Filtering-free blind separation of correlated images. In : Lecture Notes in Computer Science (2005), p. 1091-1099. 8th International Work-Conference on Artificial Neural Networks (IWANN 2005), Barcelona (Spain) du 08/06/2005 au 10/06/2005. http://hdl.handle.net/2078.1/60936. Simon, Geoffroy; Lendasse, Amauri; Cottrell, Marie; Fort, JC; Verleysen, Michel (2005). Time series forecasting: Obtaining long term trends with self-organizing maps. In : Pattern Recognition Letters (2005), p. 1795-1808. 1st IAPR TC3 Workshop on Artificial Neural Networks in Pattern Recognition, Florence (Italy) Sep 12-13, 2003. doi: 10.1016/j.patrec.2005.03.002. http://hdl.handle.net/2078.1/60899. Lendasse, Amauri; François, Damien; Wertz, Vincent; Verleysen, Michel (2005). Vector quantization: a weighted version for time-series forecasting. In : Future Generation Computer Systems : the international journal of grid computing: theory, methods and applications (2005), p. 1056-1067. 5th International Conference on Computational Sciences (ICCS 2005), Atlanta (USA) du 22/05/2005 au 25/05/2005. doi: 10.1016/j.future.2004.03.006. http://hdl.handle.net/2078.1/60956. Rossi, Fabrice; Delannay, Nicolas; Conan-Guez, Brieuc; Verleysen, Michel (2005). Representation of functional data in neural networks. In : Neurocomputing (2005), p. 183-210. In :Neurocomputing, Neurocomputing, Amsterdam : Elsevier Science Bv, Vol64,183-210(2005), p. 183-210. 12th European Symposium on Artificial Neural Networks (ESANN), Brugge (Belgium) Apr 28-30, 2004. doi: 10.1016/j.neucom.2004.11.012. http://hdl.handle.net/2078.1/61020. Lendasse, Amauri; Simon, Geoffroy; Wertz, Vincent; Verleysen, Michel (2005). Fast bootstrap methodology for regression model selection. In : Neurocomputing (2005), p. 161-181. In :Neurocomputing, Neurocomputing, Amsterdam : Elsevier Science Bv, Vol64,161-181(2005), p. 161-181. 12th European Symposium on Artificial Neural Networks (ESANN), Brugge (Belgium) Apr 28-30, 2004. doi: 10.1016/j.neucom.2004.11.017. http://hdl.handle.net/2078.1/61019. Yen, Luh; Van Vyve, Denis; Wouters, Fabian; Fouss, François; Verleysen, Michel; Saerens, M. et al. (2005). Clustering using a random walk based distance measure. Proceedings of ESANN 2005, European Symposium on Artificial Neural Networks, Bruges/Belgium 27-29 April, 2005. http://hdl.handle.net/2078/17567. Yen, Luh; VanVyve, Denise J.; Wouters, Fabien; Fouss, François; Verleysen, Michel; Saerens, M. et al. (2005). Clustering using a random walk-based distance measure. In :Proceedings of the 13th European Symposium on Artificial Neural Networks, p. 317-324. 13th European Symposium on Artificial Neural Networks du 27/04/2005 au 2005/04/29. http://hdl.handle.net/2078/18498. Rossi, Fabrice; François, Damien; Wertz, Vincent; Verleysen, Michel (2005). Sélection de groupes de variables spectrales par information mutuelle grâce à une représentation spline. In :Proceedings de Chimiométrie 2005, p. 52-55. Chimiométrie 2005, Villeneuve d'Ascq (France) du 30/11/2005 au 01/12/2005. http://hdl.handle.net/2078.1/92511. Simon, Geoffroy; Lee, John; Verleysen, Michel (2005). On the need of unfolding preprocessing for time series clustering. In :Proceedings the 5th Workshop on Self-Organizing Maps (WSOM 2005), p. 251-258. 5th Workshop on Self-Organizing Maps (WSOM 2005), Paris (France) du 05/09/2005 au 08/09/2005. http://hdl.handle.net/2078.1/92521. Lendasse, Amaury; François, Damien; Wertz, Vincent; Verleysen, Michel (2005). Estimation non paramétrique de bruit pour la construction de modèles non linéaires en spectrométrie. In :Proceedings de Chimiométrie 2005, p. 143-146. Chimiométrie 2005, Villeneuve d'Ascq (France) du 30/11/2005 au 01/12/2005. http://hdl.handle.net/2078.1/92505. Catteau, Didier; Simon, Geoffroy; Ben Omrane, Walid; Verleysen, Michel (2005). Using the Self-Organizing Maps to prove empirically the market inefficiency: Evidence from the Paris Stock Exchange. In :Proceedings of Connectionist Approaches in Economics and Management Sciences (ACSEG 2005), p. 78-89. Connectionist Approaches in Economics and Management Sciences (ACSEG 2005), Aix-en-Provence (France) du 17/11/2005 au 18/11/2005. http://hdl.handle.net/2078.1/92516. Sorjamaa, A.; Lendasse, Amaury; Verleysen, Michel (2005). Pruned Lazy Learning Models for Time Series Prediction. In :Proceedings of ESANN 2005, European Symposium on Artificial Neural Networks, p. 509-514. ESANN 2005, 13h European Symposium on Artificial Neural Networks, Bruges (Belgium) du 27/04/2005 au 29/04/2005. http://hdl.handle.net/2078.1/93834. Vrins, Frédéric; Lee, John; Verleysen, Michel (2005). Can we always trust entropy minima in the ICA context ?. In :Proceedings of EUSIPCO 2005, the 13th European Signal Processing Conference, p. 1107:1-4. EUSIPCO 2005, the 13th European Signal Processing Conference, Antalya (Turkey) du 04/09/2005 au 08/09/2005. http://hdl.handle.net/2078.1/93813. Pham, D.T.; Vrins, Frédéric; Verleysen, Michel (2005). Spurious entropy minima for multimodal source separation. In :Proceedings of ISSPA 2005, the 8th International Symposium on Signal Processing and its Applications, p. 37-40. ISSPA 2005, the 8th International Symposium on Signal Processing and its Applications, Sydney /Australia du 28/08/2005 au 31/08/2005. http://hdl.handle.net/2078.1/93827. François, Damien; Wertz, Vincent; Verleysen, Michel (2005). Non Euclidean metrics for similarity search in noisy datasets. In :Proceedings of ESANN 2005, 13h European Symposium on Artificial Neural Networks, p. 339-344. ESANN 2005, 13h European Symposium on Artificial Neural Networks, Bruges (Belgium) du 27/04/2005 au 29/04/2005. http://hdl.handle.net/2078.1/93832. François, Damien; Wertz, Vincent; Verleysen, Michel (2005). About the locality of kernels in high-dimensional spaces. In :Proceedings of ASMDA 2005, International Symposium on Applied Stochastic Models and Data Analysis, p. 238-245. ASMDA 2005, International Symposium on Applied Stochastic Models and Data Analysis, Brest (France) du 17/05/2005 au 19/05/2005. http://hdl.handle.net/2078.1/93830. Lee, John; Vrins, Frédéric; Verleysen, Michel (2005). A simple ICA algorithm for non-differentiable contrasts. In :Proceedings of EUSIPCO 2005, the 13th European Signal Processing Conference, p. 1412:1-4. EUSIPCO 2005, the 13th European Signal Processing Conference, Antalya (Turkey) du 04/09/2005 au 08/09/2005. http://hdl.handle.net/2078.1/93821. Lee, John; Verleysen, Michel (2005). Generalisation of the LP norm for time series and its application to Self-Organizing Maps. Proceedings of WSOM 2005, 5th Workshop on Self-Organizing Maps, Paris (France) du 05/09/2005 au 08/09/2005. http://hdl.handle.net/2078.1/93805. Vrins, Frédéric; Verleysen, Michel; Jutten, Christian (2005). SWM : a class of convex contrasts for source separation. In :2005 IEEE International Conference on Acoustics, Speech, and SignalProcessing (IEEE Cat. No.05CH37625)IEEE, p. Vol5,v/161-4. 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, Philadelphia, PA, USA 18-23 March 2005. http://hdl.handle.net/2078.1/67959. de Marneffe, Marie-Catherine; Archambeau, Cédric; Dupont, Pierre; Verleysen, Michel (2005). Local Vector-based Models for Sense Discrimination. Proceedings of IWCS 2005, 6th International Workshop on Computational Semantics, Tilburg (the Netherlands) du 12/01/2005 au 14/01/2005. http://hdl.handle.net/2078.1/108948. 2004 Article de périodique (Journal article) Benoudjit, Nabil; Cools, E; Meurens, Marc; Verleysen, Michel (2004). Chemometric calibration of infrared spectrometers: selection and validation of variables by non-linear models. In : Chemometrics and Intelligent Laboratory Systems (2004), p. 47-53. doi: 10.1016/j.chemolab.2003.10.008. http://hdl.handle.net/2078.1/40359. de Bodt, Eric; Cottrell, Marie; Letremy, Patrick; Verleysen, Michel (2004). On the use of self-organizing maps to accelerate vector quantization. In : Neurocomputing (2004), p. 187-203. doi: 10.1016/j.neucom.2003.09.009. http://hdl.handle.net/2078.1/40405. Archambeau, Cédric; Delbeke, Jean; Veraart, Claude; Verleysen, Michel (2004). Prediction of visual perceptions with artificial neural networks in a visual prosthesis for the blind. In : Artificial intelligence in medicine (2004), p. 183-94. doi: 10.1016/j.artmed.2004.02.004. http://hdl.handle.net/2078.1/10018. Lendasse, Amaury; Cardon, P.; Wertz, Vincent; de Bodt, Eric; Verleysen, Michel (2004). Self-organizing Feature Maps for the Classificaion of Investment Funds. In : European Journal of Economic and Social Systems (2004), p. 183-195. http://hdl.handle.net/2078.1/89843. Simon, Geoffroy; Lendasse, Amaury; Cottrell, Marie; Fort, Jean-Claude; Verleysen, Michel (2004). Double quantization of the regressor space for long-term time series prediction: method and proof of stability. In : Neural networks : the official journal of the International Neural Network Society (Octobre-Novembre 2004), p. 1169-81. doi: 10.1016/j.neunet.2004.08.008. http://hdl.handle.net/2078.1/10032. Dualibe, Carlos; Jespers, Paul; Verleysen, Michel (2004). Designing Mixed-signal programmable fuzzy logic controllers as embedded subsystems in standard CMOS technologies. In : Journal of Integrated Circuits and Systems (March 2004), p. 14-22. http://hdl.handle.net/2078.1/92389. Communication à un colloque (Conference Paper) Lee, John; Lendasse, Amaury; Verleysen, Michel (2004). Nonlinear projection with curvilinear distances: Isomap versus curvilinear distance analysis. In : Neurocomputing (2004), p. 49-76. 10th European Symposium on Artificial Neural Networks, Bruges (Belgium) 2002. doi: 10.1016/j.neucom.2004.01.007. http://hdl.handle.net/2078.1/61308. Benoudjit, Nabil; François, Damien; Meurens, Marc; Verleysen, Michel (2004). Spectrophotometric variable selection by mutual information. In : Chemometrics and Intelligent Laboratory Systems (2004), p. 243-251. 6th Annual Congress of Chemometrics, Conservatorie Natl Arts & Metiers, Paris (France) Dec 03-04, 2003. doi: 10.1016/j.chemolab.2004.04.015. http://hdl.handle.net/2078.1/61098. Lee, John; Jutten, Christian; Verleysen, Michel (2004). Non-linear ICA by using isometric dimensionality reduction. In : Lecture Notes in Computer Science (2004), p. 710-717. 5th International Conference on Independent Component Analysis and Blind Signal Separation (ICA 2004), Granada (Spain) du 22/09/2004 au 24/09/2004. doi: 10.1007/978-3-540-30110-3_90. http://hdl.handle.net/2078.1/61182. Vrins, Frédéric; Jutten, Christian; Verleysen, Michel (2004). Sensor array and electrode selection for non-invasive fetal electrocardiogram extraction by independent component analysis. In : Lecture Notes in Computer Science (2004), p. 1017-1024. In :Puntonet, C.G.; Prieto, A., Independant Component Analysis and Blind Signal Separation. FifthInternational Conference, ICA 2004. Proceedings (Lecture Notes inComput. Sci. Vol.3195), Lecture Notes in Computer Science, Berlin-Heidelberg : Springer-Verlag, Vol3195,1017-1024(2004), p. 1017-1024. Independant Component Analysis and Blind Signal Separation. Fifth International Conference (ICA 2004), Granada (Spain) du 22/09/2004 au 24/09/2004. http://hdl.handle.net/2078.1/67996. François, Damien; Verleysen, Michel; Wertz, Vincent; Gailly, Benoît; Biga Diambeidou, Mahamadou (2004). Observer des Trajectoires de 'Start-up' sur des Cartes de Kohonen. ACSEG 2004, Connectionist Approaches in Economics and Management Sciences, Lille, France 18-19 November. http://hdl.handle.net/2078/17469. Gailly, Benoît; Wertz, Vincent; Verleysen, Michel; Biga Diambeidou, Mahamadou; François, Damien (2004). The Growth Trajectories of Start-Up Firms: An Exploratory Study. ESU entrepreneurship conference, Twente, The Netherlands 19-21 September. http://hdl.handle.net/2078/17470. Vrins, Frédéric; Archambeau, Cédric; Verleysen, Michel (2004). Entropy Minima and Distribution Structural Modifications in Blind Separation of Multimodal Sources. In :R. Fisher, R. Preuss, U. von Toussaint, Bayesian inference and Maximum Entropy Methods in Science and Engineering, Conference proceedingsAmerican Institute of Physics, p. 589-596. 24th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2004), Garching/Munich (Germany) du 25/07/2004 au 30/07/2004. http://hdl.handle.net/2078.1/92465. Lendasse, Amaury; François, Damien; Wertz, Vincent; Verleysen, Michel (2004). Sélection de variables spectrales par information mutuelle multivariée pour la construction de modèles non-linéaires. Chimiométrie 2004, Paris (France) du 30/11/2004 au 01/12/2004. http://hdl.handle.net/2078.1/110958. Archambeau, Cédric; Butz, Torsten; Popovici, Vlad; Verleysen, Michel; Thiran, Jean-Philippe (2004). Supervised Nonparametric Information Theoretic Classification. In :Proceedings of ICPR'04, 17th Intenational Conference on Pattern Recognition, p. 414-417. ICPR'04, 17th Intenational Conference on Pattern Recognition, Cambridge (United Kingdom) du 23/08/2004 au 26/08/2004. http://hdl.handle.net/2078.1/110970. Lendasse, Amaury; Oja, Erkki; Simula, Olli; Verleysen, Michel (2004). Time Series Prediction Competition: The CATS Benchmark. In :Proceedings of IJCNN'2004 – International Joint Conference on Neural Networks, p. 1615-1620. IJCNN'2004 – International Joint Conference on Neural Networks, Budapest (Hungary) du 25/07/2004 au 29/07/2004. http://hdl.handle.net/2078.1/110969. Donckers, Nicolas; Butaye, Olivier; Flandre, Denis; Verleysen, Michel (2004). Point mémoire analogique basse tension basé sur l'effet GIDL. In :Proceedings of TAISA 2004 - 5ème Colloque sur le Traitement Analogique de l'Information, du Signal et ses Applications, p. 55-58. TAISA 2004 - 5ème Colloque sur le Traitement Analogique de l'Information, du Signal et ses Applications, Lausanne (Suisse) du 30/09/2004 au 01/10/2004. http://hdl.handle.net/2078.1/110966. Dablemont, Simon; Verleysen, Michel (2004). Classification et prédiction fonctionnelles d'actifs boursiers en intraday. In :Proceedings of Connectionist Approaches in Economics and Management Sciences (ACSEG 2004), p. 30-38. Connectionist Approaches in Economics and Management Sciences (ACSEG 2004), Lille (France) du 18/11/2004 au 19/11/2004. http://hdl.handle.net/2078.1/110964. Gailly, B.; François, Damien; Biga Diambeidou, Mahamadou; Verleysen, Michel; Wertz, Vincent (2004). The Growth Trajectories of Start-Up Firms: An Exploratory Study. In :Proceedings of the ESU entrepreneurship conference, p. 1-16. ESU entrepreneurship conference, Twente (The Netherlands) du 19/09/2004 au 21/09/2004. http://hdl.handle.net/2078.1/110967. Sorjamaa, Antii; Lendasse, Amaury; François, Damien; Verleysen, Michel (2004). Business plans classification with locally pruned lazy learning models. In :Proceedings of ACSEG 2004, p. 112-119. Connectionist Approaches in Economics and Management Sciences (ACSEG 2004), Lille, France du 18/11/2004 au 19/11/2004. http://hdl.handle.net/2078.1/110963. François, Damien; Biga Diambeidou, Mahamadou; Gailly, Benoît; Wertz, Vincent; Verleysen, Michel (2004). Observer des Trajectoires de 'Start-up' sur des Cartes de Kohonen. In :Proceedings of ACSEG 2004, p. 302-307. Connectionist Approaches in Economics and Management Sciences (ACSEG 2004), Lille (France) du 18/11/2004 au 19/11/2004. http://hdl.handle.net/2078.1/110961. Simon, Geoffroy; Lee, John; Verleysen, Michel; Cottrell, Marie (2004). Double Quantization Forecasting Method for Filling Missing Data in the CATS Time Series. In :Proceedings of IJCNN 2004, International Joint Conference on Neural Networks, p. 1635-1640. IJCNN 2004, International Joint Conference on Neural Networks, Budapest (Hungary) du 25/07/2004 au 29/07/2004. http://hdl.handle.net/2078.1/110971. Lendasse, Amaury; Wertz, Vincent; Simon, Geoffroy; Verleysen, Michel (2004). Fast Bootstrap applied to LS-SVM for long Term Prediction of Time Series. In :Proceedings of IJCNN 2004, International Joint Conference on Neural Networks, p. 705-710. IJCNN'04, 2004 International Joint Conference on Neural Networks, Budapest (Hungary) du 25/07/2004 au 29/07/2004. http://hdl.handle.net/2078.1/110972. Archambeau, Cédric; Vrins, Frédéric; Verleysen, Michel (2004). Flexible and Robust Bayesian Classification by Finite Mixture Models. In :Proceedings of ESANN 2004, European Symposium on Artificial Neural Networks, p. 75-80. ESANN 2004, European Symposium on Artificial Neural Networks, Bruges (Belgium) du 28/04/2004 au 30/04/2004. http://hdl.handle.net/2078.1/110973. Vrins, Frédéric; Archambeau, Cédric; Verleysen, Michel (2004). Towards a Local Separation Performances Estimator Using Common ICA Contrast Functions ?. In :Proceedings of ESANN 2004, European Symposium on Artificial Neural Networks, p. 211-216. ESANN 2004, European Symposium on Artificial Neural Networks, Bruges (Belgium) du 28/04/2004 au 30/04/2004. http://hdl.handle.net/2078.1/110974. Lee, John; Verleysen, Michel (2004). How to project 'circular' manifolds using geodesic distances?. In :Proceedings of ESANN 2004, European Symposium on Artificial Neural Networks, p. 223-230. ESANN 2004, European Symposium on Artificial Neural Networks, Bruges (Belgium) du 28/04/2004 au 30/04/2004. http://hdl.handle.net/2078.1/110980. Delannay, Nicolas; Rossi, Fabrice; Conan-Guez, B.; Verleysen, Michel (2004). Functional Radial Basis Function Network (FRBFN). In :Proceedings of ESANN 2004, European Symposium on Artificial Neural Networks, p. 313-318. ESANN 2004, European Symposium on Artificial Neural Networks, Bruges (Belgium) du 28/04/2004 au 30/04/2004. http://hdl.handle.net/2078.1/110981. Lendasse, Amaury; Simon, Geoffroy; Wertz, Vincent; Verleysen, Michel (2004). Fast bootstrap for Least-Square Support Vector Machines. In :Proceedings of ESANN 2004, European Symposium on Artificial Neural Networks, p. 525-530. ESANN 2004, European Symposium on Artificial Neural Networks, Bruges (Belgium) du 28/04/2004 au 30/04/2004. http://hdl.handle.net/2078.1/110982. François, Damien; Wertz, Vincent; Verleysen, Michel (2004). Open questions about similarity search in high-dimensional spaces. In :Proceedings of the 23rd Benelux Meeting on Systems and Control, p. 112. 23rd Benelux Meeting on Systems and Control, Helvoirt (The Netherlands) du 17/03/2004 au 19/03/2004. http://hdl.handle.net/2078.1/110983. Vrins, Frédéric; Vigneron, Vincent; Jutten, Christian; Verleysen, Michel (2004). Abdominal electrodes analysis by statistical processing for fetal eletrocardiogram extraction. In :Proceedings of the Second IASTED International Conference on Biomedical Engineering ( BIOMED), p. 244-249. Second IASTED International Conference on Biomedical Engineering ( BIOMED), Innsbruck (Austria) du 16/02/2004 au 18/02/2004. http://hdl.handle.net/2078.1/110985. Vrins, Frédéric; Bouillon, V.; Deswert, J.; Bouvy, D.; Lee, John; Eugène, C.; Verleysen, M. et al. (2004). On the extraction of the snore acoustic signal by independent component analysis. In :Proceedings of the Second IASTED International Conference on Biomedical Engineering ( BIOMED), p. 326-331. Second IASTED International Conference on Biomedical Engineering (BIOMED 2004), Innsbruck (Austria) du 16/02/2004 au 18/02/2004. http://hdl.handle.net/2078.1/110987. Contribution à ouvrage collectif (Book Chapter) Dualibe, Carlos; Verleysen, Michel (2004). Design and application of analog fuzzy logic controllers. In :Smart Adaptive Systems on SiliconKluwer Academic Publishers, p. 157-174. http://hdl.handle.net/2078.1/92340. 2003 Article de périodique (Journal article) Benoudjit, Nabil; Verleysen, Michel (2003). On the kernel widths in radial-basis function networks. In : Neural Processing Letters (2003), p. 139-154. doi: 10.1023/A:1026289910256. http://hdl.handle.net/2078.1/40709. Amerijckx, Christophe; Legat, Jean-Didier; Verleysen, Michel (2003). Image Compression Using Self-Organizing Maps. In : Systems Analysis Modelling Simulation (2003), p. 1529-1543. doi: 10.1080/0232929032000115182. http://hdl.handle.net/2078.1/102519. Communication à un colloque (Conference Paper) Verleysen, Michel; François, Damien; Simon, Geoffroy; Wertz, Vincent (2003). On the effects of dimensionality on data analysis with neural networks. In : Lecture Notes in Computer Science (2003), p. 105-112. In :J. Mira, J.R. Alvarez, Computational Methods in Neural Modeling, Lecture Notes in Computer Science, Berlin-Heidelberg : Springer-Verlag, Vol2687,105-112(2003). 7th International Work Conference on Artificial and Natural Neural Networks (IWANN 2003), Menorca (Spain) du 03/06/2003 au 06/06/2003. doi: 10.1007/3-540-44869-1_14. http://hdl.handle.net/2078.1/61498. Simon, Geoffroy; Lendasse, Amaury; Verleysen, Michel (2003). Bootstrap for model selection: linear approximation of the optimism. In : Lecture Notes in Computer Science (2003), p. 182-189. In :J. Mira, J.R. Alvarez, Computational Methods in Neural Modeling, Lecture Notes in Computer Science, Berlin-Heidelberg : Springer-Verlag, Vol2686,182-189(2003). 7th International Work Conference on Artificial and Natural Neural Networks (IWANN 2003), MENORCA (Spain) du 03/06/2003 au 06/06/2003. doi: 10.1007/3-540-44868-3_24. http://hdl.handle.net/2078.1/61497. Lendasse, Amaury; François, Damien; Wertz, Vincent; Verleysen, Michel (2003). Nonlinear time series prediction by weighted vector quantization. In : Lecture Notes in Computer Science (2003), p. 417-426. In :P.M.A. Sloot, A.V. Bogdanov, J.J. Dongarra, A.Y. Zomaya, Y.E. Gorbachev, Computational Science - ICCS 2003, Lecture Notes in Computer Science, Berlin-Heidelberg : Springer-Verlag, Vol2657,417-426(2003). 2003 International Conference on Computational Science (ICCS 2003), Saint Petersburg (Russian Federation) du 02/06/2003 au 04/06/2003. doi: 10.1007/3-540-44860-8_43. http://hdl.handle.net/2078.1/61502. Lendasse, Amaury; Wertz, Vincent; Verleysen, Michel (2003). Model selection with cross-validations and bootstraps - Application to time series prediction with RBFN models. In : Lecture Notes in Computer Science (2003), p. 573-580. Joint International Conference on Artificial Neural Networks (ICANN)/International on Neural Information Processing (ICANN 2003), ISTANBUL (Turkey) du 26/06/2003 au 29/06/2003. http://hdl.handle.net/2078.1/61492. Vrins, Frédéric; Lee, J.A.; Verleysen, Michel; Vigneron, V.; Jutten, C. (2003). Improving independent component analysis performances by variable selection. In :2003 IEEE XIII Workshop on Neural Networks for Signal Processing (IEEECat. No.03TH8718)IEEE, p. 359-368. 2003 IEEE XIII Workshop on Neural Networks for Signal Processing, Toulouse, France 17-19 September 2003. http://hdl.handle.net/2078.1/68008. François, Damien; Verleysen, Michel; Wertz, Vincent; Gailly, Benoît; Lendasse, A. (2003). Le plan d'affaires : un outil pour l'investisseur ?. ACSEG, 10ème Rencontre Internationale 20-21 novembre. http://hdl.handle.net/2078/17444. François, Damien; Verleysen, Michel; Wertz, Vincent; Lendasse, A.; Gailly, Benoît (2003). Should Seed Investors Read Business Plans?. 22th Benelux Meeting on Systems and Control, Lommel (Belgium) 19-21 March. http://hdl.handle.net/2078/17445. Archambeau, Cédric; Verleysen, Michel (2003). Fully nonparametric probability density function estimation with finite Gaussian mixture models. In :Proceedings of the 5th International Conference on Advances in Pattern Recognition (ICAPR 2003), New Delhi : Allied Publishers Pvt. Limited, p. 81-84. 5th International Conference on Advances in Pattern Recognition (ICAPR 2003), Calcutta (India) du 10/12/2003 au 13/12/2003. http://hdl.handle.net/2078.1/110989. Benoudjit, Nabil; François, Damien; Meurens, Marc; Verleysen, Michel (2003). Utilisation de l'information mutuelle pour la sélection de variables spectrales dans des modèles non-linéaires. In :Proceedings of Chimiométrie 2003, p. 133-136. Chimiométrie 2003, Paris (France) du 03/12/2003 au 04/12/2003. http://hdl.handle.net/2078.1/110990. Verleysen, Michel (2003). Le test des méthodes neuronales ou comment utiliser les techniques de rééchantillonnage pour ne pas se tromper de résultat. In :Proceedings of ACSEG 2003, p. 515-534. ACSEG 2003, Connectionist Approaches in Economics and Management Sciences, Nantes (France) du 20/11/2003 au 21/11/2002. http://hdl.handle.net/2078.1/110991. Dablemont, Simon; Simon, Geoffroy; Lendasse, Amaury; Ruttiens, Alain; Verleysen, Michel (2003). Prédiction de séries temporelles financières par double carte de Kohonen et modèles RBFN locaux: application à la prédiction de l'indice boursier DAX30. In :Proceedings of ACSEG 2003, p. 153-164. ACSEG 2003, Connectionist Approaches in Economics and Management Sciences, Nantes (France) du 20/11/2003 au 21/11/2003. http://hdl.handle.net/2078.1/110992. François, Damien; Lendasse, Amaury; Gailly, Benoît; Wertz, Vincent; Verleysen, Michel (2003). Le plan d'affaires : un outil pour l'investisseur ?. In :Proceedings of ACSEG 2003, p. 239-249. ACSEG 2003, Connectionist Approaches in Economics and Management Sciences, Nantes (France) du 20/11/2003 au 21/11/2003. http://hdl.handle.net/2078.1/110993. Vrins, Frédéric; Lee, John; Verleysen, Michel; Vigneron, Vincent; Jutten, Christian (2003). Improving Independent Component Analysis Performances by Variable Selection. In :Proceedings of NNSP 2003, IEEE International Workshop on Neural Networks for Signal Processing, p. 359-368. NNSP 2003, IEEE International Workshop on Neural Networks for Signal Processing, Toulouse (France) du 17/09/2003 au 19/09/2003. http://hdl.handle.net/2078.1/110994. Simon, Geoffroy; Lendasse, Amaury; Cottrell, Marie; Verleysen, Michel (2003). Long-term time series forecasting using self-organizing maps : the double vector quantization method. In :Proceedings of ANNPR 2003, Artificial Neural Networks in Pattern Recognition, p. 8-14. ANNPR 2003, Artificial Neural Networks in Pattern Recognition, Florence (Italy) du 12/09/2003 au 13/09/2003. http://hdl.handle.net/2078.1/110996. Dablemont, Simon; Simon, Geoffroy; Lendasse, Amaury; Ruttiens, Alain; Blayo, François; Verleysen, M. et al. (2003). Time series forecasting with SOM and local non-linear models - Application to the DAX30 index prediction. In :Proceedings of WSOM 2003, Workshop on Self-Organizing Maps, p. 340-345. WSOM 2003, Workshop on Self-Organizing Maps, Hibikino (Japan) du 11/09/2003 au 14/09/2003. http://hdl.handle.net/2078.1/110997. Archambeau, Cédric; Delbeke, Jean; Verleysen, Michel (2003). Classification of visual sensations generated electrically in the visual field of the blind. In :Proceedings of IFAC 2003, 5th IFAC Symposium on Modelling and Control in Biomedical Systems, p. 223-228. IFAC 2003, 5th IFAC Symposium on Modelling and Control in Biomedical Systems, Melbourne (Australia) du 21/08/2003 au 23/08/2003. http://hdl.handle.net/2078.1/110999. Simon, Geoffroy; Lendasse, Amaury; Cottrell, Marie; Fort, Jean-Claude; Verleysen, Michel (2003). Double SOM for Long-term Time Series Prediction. In :Proceedings of WSOM 2003, Workshop on Self-Organizing Maps, p. 340-345. WSOM 2003, Workshop on Self-Organizing Maps, Kyushu Institute of Technology, Hibikino (Japan) du 11/09/2003 au 14/09/2003. http://hdl.handle.net/2078.1/110998. Lee, John; Archambeau, Cédric; Verleysen, Michel (2003). Locally Linear Embedding versus Isotop. In :Proceedings of ESANN 2003, European Symposium on Artificial Neural Networksd-side publi., p. 527-534. ESANN 2003, European Symposium on Artificial Neural Networks, Bruges (Belgium) du 23/04/2003 au 25/04/2003. http://hdl.handle.net/2078.1/111000. Simon, Geoffroy; Lendasse, Amaury; Wertz, Vincent; Verleysen, Michel (2003). Fast approximation of the bootstrap for model selection. In :Proceedings of ESANN 2003, European Symposium on Artificial Neural Networksd-side publi., p. 475-480. ESANN 2003, European Symposium on Artificial Neural Networks, Bruges (Belgium) du 23/04/2003 au 25/04/2003. http://hdl.handle.net/2078.1/111002. François, Damien; Gailly, Benoît; Lendasse, Amaury; Wertz, Vincent; Verleysen, Michel (2003). Should Seed Investors Read Business Plans?. In :Proceedings of the 22nd Benelux Meeting on Systems and Control, p. 46. 22nd Benelux Meeting on Systems and Control, Lommel (Belgium) du 19/03/2003 au 21/03/2003. http://hdl.handle.net/2078.1/111004. Lendasse, Amaury; Wertz, Vincent; Simon, Geoffroy; Verleysen, Michel (2003). Fast Bootstrap for Model Structure Selection. In :Proceedings of the 22nd Benelux Meeting on Systems and Control, p. 81. 22nd Benelux Meeting on Systems and Control, Lommel (Belgium) du 19/03/2003 au 21/03/2003. http://hdl.handle.net/2078.1/111006. Contribution à ouvrage collectif (Book Chapter) Lendasse, Amaury; Lee, John; de Bodt, Eric; Wertz, Vincent; Verleysen, Michel (2003). Approximation by Radial-Basis Function networks - Application to option pricing. In :C. Lesage, M. Cottrell eds., Connectionist Approaches in Economics and Management SciencesKluwer academic publishers., p. 203-214. http://hdl.handle.net/2078.1/92342. Verleysen, Michel (2003). Learning high-dimensional data. In :S. Ablameyko, L. Goras, M. Gori, V. Piuri, Limitations and Future Trends in Neural Computation, Amsterdam (Netherlands) : IOS Press, p. 141-162. http://hdl.handle.net/2078.1/92348. 2002 Article de périodique (Journal article) de Bodt, Eric; Cottrell, Marie; Verleysen, Michel (2002). Statistical tools to assess the reliability of self-organizing maps. In : Neural Networks (2002), p. 967-978. doi: 10.1016/S0893-6080(02)00071-0. http://hdl.handle.net/2078.1/41590. Verleysen, Michel; Vandewalle, J. (2002). Special issue on fundamental and information processing aspects of neurocomputing. In : Neurocomputing (2002), p. 1-2. http://hdl.handle.net/2078.1/41636. Lee, John; Verleysen, Michel (2002). Self-organizing maps with recursive neighborhood adaptation. In : Neural networks : the official journal of the International Neural Network Society (2002), p. 993-1003. http://hdl.handle.net/2078.1/9292. De Lima, Jader A.; Silva, Sidney F.; Cordeiro, Adriano S.; Verleysen, Michel (2002). A CMOS/SOI single-input PWM discriminator for low-voltage body-implanted applications. In : VLSI Design (2002), p. 469-476. doi: 10.1080/1065514021000012075. http://hdl.handle.net/2078.1/41334. Communication à un colloque (Conference Paper) Lee, John; Verleysen, Michel (2002). Nonlinear projection with the isotop method. In : Lecture Notes in Computer Science (2002), p. 933-938. In :J.R. Dorronsoro, Artificial neural networks, Lecture Notes in Computer Science, Berlin : Springer, Vol2415,933-938(2002). 12th International Conference on Artifical Neural Networks (ICANN 2002), Madrid (Spain) du 28/08/2002 au 30/08/2002. doi: 10.1007/3-540-46084-5_151. http://hdl.handle.net/2078.1/61610. Lendasse, Amaury; Lee, John; Wertz, Vincent; Verleysen, Michel (2002). Forecasting electricity consumption using nonlinear projection and self-organizing maps. In : Neurocomputing (2002), p. 299-311. In :Neurocomputing, Neurocomputing, Amsterdam : Elsevier Science Bv, Vol48,299-311(2002), p. 299-311. 8th European Symposium on Artificial Neural Networks (ESANN), BRUGGE (Belgium) Apr 26-28, 2001. http://hdl.handle.net/2078.1/61706. Havran, Carmen; Hupet, Laurent; Czyz, Jacek; Lee, John; Vandendorpe, Luc; Verleysen, M. et al. (2002). Independent component analysis for face authentication. In :Damiani, E.; Howlett, R.J.; Jain, L.C.; Ichalkaranje, N., Knowledge-Based Intelligent Information Engineering Systems and Allied TechnologiesIOS press, p. 1207-1211. International Conference on Knowledge-Based Intelligent Information Engineering Systems (KES 2002), Crema (Italy) du 16/09/2002 au 18/09/2002. http://hdl.handle.net/2078.1/68039. Lendasse, A.; Cottrell, M.; Wertz, Vincent; Verleysen, Michel (2002). Prediction of electric load using Kohonen maps - Application to the Polish electricity consumption. In :Proceedings of the 2002 American Control Conference (IEEE Cat.No.CH37301)American automatic control council, p. Vol5,3684-9. Proceedings of 2002 American Control Conference, Anchorage, AK, USA 8-10 May 2002. doi: 10.1109/ACC.2002.1024500. http://hdl.handle.net/2078.1/68103. Benoudjit, N.; Archambeau, Cédric; Lendasse, A.; Lee, John; Verleysen, Michel (2002). Width optimization of the Gaussian kernels in radial basis function networks. In :Verleysen, M.;, 10th European Symposium on Artificial Neural Networks. ESANN'2002.ProceedingsD-side publications, p. 425-432. Proceedings of ESANN'2002. 10th European Symposium on Artificial Neural Networks, Bruges, Belgium 24-26 April 2002. http://hdl.handle.net/2078.1/68077. Hubaux, Damien; Guedria, Lotfi; Vandendorpe, Luc; Verleysen, Michel; Legat, Jean-Didier (2002). Nouvelles méthodes de conception de systèmes électroniques intégrés. In :Proceedings of SympA'8, p. 341-345. 8ème Symposium en architectures nouvelles de machine (SympA'8), Hamamet (Tunisie) du 10/04/2002 au 13/04/2002. http://hdl.handle.net/2078.1/97862. Kervyn, Thibault; Donckers, Nicolas; Verleysen, Michel; Flandre, Denis (2002). Multiplieur analogique en technologie SOI pour le décodage de turbo-codes. In :Proceedings of TAISA 2002, p. 69-73. TAISA 2002, Traitement Analogique de l'Information, du Signal et de ses Applications, Paris (France) du 12/09/2002 au 13/09/2002. http://hdl.handle.net/2078.1/111010. Lendasse, Amaury; Cottrell, Marie; Wertz, Vincent; Verleysen, Michel (2002). Prediction of Electric Load using Kohonen Maps - Application to the Polish Electricity Consumption. In :Proceedings of the American Control Conference 2002 (ACC 2002), p. 3684-3689. American Control Conference 2002 (ACC 2002), Anchorage (Alaska,USA) du 08/05/2002 au 10/05/2002. http://hdl.handle.net/2078.1/111011. Lendasse, Amaury; Cottrell, Marie; Wertz, Vincent; Verleysen, Michel (2002). Prediction of Electric Load using Kohonen Maps - Application to the Polish Electricity Consumption. In :Proceedings of the American Control Conference 2002 (ACC 2002), p. 3684-3689. ACC 2002, American Control Conference, Anchorage (Alaska,USA) du 08/05/2002 au 10/05/2002. http://hdl.handle.net/2078.1/111012. Benoudjit, Nabil; Archambeau, Cédric; Lendasse, Amaury; Lee, John; Verleysen, Michel (2002). Width optimization of the Gaussian kernels in Radial Basis Function Networks. In :Proceedings of ESANN 2002, European Symposium on Artificial Neural Networksd-side publi., p. 425-432. European Symposium on Artificial Neural Networks (ESANN'02), Bruges (Belgium) du 24/04/2002 au 26/04/2002. http://hdl.handle.net/2078.1/111013. Lee, John; Lendasse, Amaury; Verleysen, Michel (2002). Curvilinear Distance Analysis versus Isomap. In :Proceedings of ESANN 2002, European Symposium on Artificial Neural Networksd-side publi., p. 185-192. European Symposium on Artificial Neural Networks(ESANN'02), Bruges (Belgium) du 24/04/2002 au 26/04/2002. http://hdl.handle.net/2078.1/111014. Cardon, Pierre; Lendasse, Amaury; Wertz, Vincent; de Bodt, Eric; Verleysen, Michel (2002). Classification of investment funds by self-organizing maps. In :Proceedings of ACSEG 2002, p. 201-212. ACSEG 2002, Connectionist Approaches in Economics and Management Sciences, Boulogne-sur-Mer (France) du 21/11/2002 au 22/11/2002. http://hdl.handle.net/2078.1/111008. Benoudjit, Nabil; Cools, Etienne; Meurens, Marc; Verleysen, Michel (2002). Calibrage chimiométrique des spectrophotomètres : sélection et validation des variables par modèles non-linéaires. In :Proceedings of Chimiométrie 2002, p. 25-28. Chimiométrie 2002 Proceedings, Paris (France) du 04/12/2002 au 05/12/2002. http://hdl.handle.net/2078.1/111007. Contribution à ouvrage collectif (Book Chapter) Verleysen, Michel (2002). The explanatory power of Artificial Neural Networks. In :R. Franck ed., The explanatory power of models, Boston (USA) : Kluwer academic publishers, p. 127-139. http://hdl.handle.net/2078.1/92351. 2001 Article de périodique (Journal article) Lendasse, Amaury; Lee, John; de Bodt, Eric; Wertz, Vincent; Verleysen, Michel (2001). Dimension reduction of technical indicators for the prediction of financial time series - Application to the BEL20 Market Index. In : European Journal of Economic and Social Systems (2001), p. 31-48. doi: 10.1051/ejess:2001114. http://hdl.handle.net/2078.1/92456. Communication à un colloque (Conference Paper) Lendasse, A.; Lee, John; de Bodt, Eric; Wertz, Vincent; Verleysen, Michel (2001). Input data reduction for the prediction of financial time series. In :Verleysen, M.;, 9th European Symposium on Artificial Neural Networks. ESANN'2001.ProceedingsD-facto, p. 237-244. ESANN'2001. 9th European Symposium on Artificial Neural Networks, Bruges, Belgium 25-27 April 2001. http://hdl.handle.net/2078.1/68153. Lee, John; Donckers, Nicolas; Verleysen, Michel (2001). Recursive learning rules for SOMs. In :N. Allinson, H. Yin, L. Allinson, J. Slack, Advances in Self-Organizing Maps, Berlin-Heidelberg : Springer Verlag, p. 67-72. Workshop on Self-Organizing Maps (WSOM 2001), Lincoln (UK) du 13/06/2001 au 15/06/2001. http://hdl.handle.net/2078.1/92486. Cottrell, Marie; de Bodt, Eric; Verleysen, Michel (2001). A Statistical Tool to Assess the Reliability of Self-Organizing Maps. In :N. Allinson, H. Yin, L. Allinson, J. Slack, Advances in Self-Organizing Maps, Berlin-Heidelberg : Springer Verlag, p. 7-14. Workshop on Self-Organizing Maps (WSOM 2001), Lincoln (UK) du 13/06/2001 au 15/06/2001. http://hdl.handle.net/2078.1/92485. Archambeau, Cédric; Lendasse, Amaury; Trullemans, Charles; Veraart, Claude; Delbeke, Jean; Verleysen, M. et al. (2001). Phosphene evaluation in a visual prosthesis with artificial neural networks. In :Proceedings of EUNITE 2001, European Symposium on Intelligent Techniques, Hybrid Systems and their implementation on Smart Adaptive Systems, Aachen (Germany) : Verla Mainz, p. 509-515. EUNITE 2001, European Symposium on Intelligent Techniques, Hybrid Systems and their implementation on Smart Adaptive Systems, Tenerife (Spain) du 13/12/2001 au 14/12/2001. http://hdl.handle.net/2078.1/111016. Dualibe, Carlos; Jespers, Paul; Verleysen, Michel (2001). On Designing Mixed-Signal Programmable Fuzzy Logic Controllers as Embedded Subsystems in Standard CMOS Technologies. In :Proceedings of SBCCI'2001, 14th Symposium on Integrated Circuits and System Design, p. 194-200. 14th Symposium on Integrated Circuits and System Design (SBCCI'2001), Pirenopolis (Brazil) du 10/09/2001 au 15/09/2001. http://hdl.handle.net/2078.1/111019. Dualibe, Carlos; Jespers, Paul; Verleysen, Michel (2001). Embedded fuzzy control for automatic channel equalization after digital transmissions. In :Proceedings of ISCAS 2001, International Symposium on Circuits and Systems, p. 173-176. International Symposium on Circuits and Systems (ISCAS 2011), Sydney (Australia) du 06/05/2001 au 09/05/2001. http://hdl.handle.net/2078.1/111020. Lendasse, Amaury; Lee, John; de Bodt, Eric; Wertz, Vincent; Verleysen, Michel (2001). Input Data Reduction for the Prediction of Financial Time Series. In :Proceedings of ESANN 2001, European Symposium on Artificial Neural NetworksD-Facto public., p. 237-244. ESANN 2001, European Symposium on Artificial Neural Networks, Bruges (Belgium) du 25/04/2001 au 27/04/2001. http://hdl.handle.net/2078.1/111021. Lendasse, Amaury; Wertz, Vincent; Verleysen, Michel (2001). Forecasting electricity demand using Kohonen maps. In :Proeedings of the 20th Benelux meeting on Systems and Control, p. 118. 20th Benelux meeting on Systems and Control, Houffalize (Belgium) 03/2001. http://hdl.handle.net/2078.1/111023. de Bodt, Eric; Cottrell, Marie; Verleysen, Michel (2001). Are they Really Neighbor ? A Statistical Analysis of the SOM Algorithm Output. In :AISTATS'2001 proceedings, p. 35-40. 8th International Workshop on Artificial Intelligence and Statistics (AISTATS 2001), Key West, Florida (USA), du 04/01/2001 au 07/01/2001. http://hdl.handle.net/2078.1/111138. 2000 Article de périodique (Journal article) Lendasse, Amaury; de Bodt, Eric; Wertz, Vincent; Verleysen, Michel (2000). Non linear financial time series forecasting - Aplication to the Bel 20 stock market index. In : European Journal of Economic and Social Systems (2000), p. 81-91. doi: 10.1051/ejess:2000110. http://hdl.handle.net/2078.1/92458. Communication à un colloque (Conference Paper) Lendasse, Amaury; Lee, John; de Bodt, Eric; Wertz, Vincent; Verleysen, Michel (2000). Réduction de la dimension d'un ensemble d'indicateurs techniques en vue de la prédiction de séries temporelles financières - Application à l'indice de marché BEL 20. In :ACSEG 2000 proceedings - Connectionist Approaches in Economics and Management Sciences, p. 155-175. ACSEG 2000, Paris (France) du 14/12/2000 au 15/12/2000. http://hdl.handle.net/2078.1/111139. 1999 Contribution à ouvrage collectif (Book Chapter) Verleysen, Michel; LENDASSE, AMAURY; de Bodt, Eric (1999). Forecasting financial time series through intrinsic dimension estimation and non-linear data projection. In :Engineering applications of bio-inspired artificial neural networks, Lecture notes in Computer Science 1607Springer, II596-II605. http://hdl.handle.net/2078/17884. Lendasse, Amaury; de Bodt, Eric; Verleysen, Michel (1999). Forecasting financial time series through intrinsic dimension estimation and non-linear data projection, Proc. of IWANN'99. In :J. Mira, J. Sanchez-Andres, Engineering Applications of Bio-Inspired Artificial Neural NetworksSpringer, p. II596-II605. http://hdl.handle.net/2078.1/111126. 1998 Article de périodique (Journal article) Amerijckx, C; Legat, Jean-Didier; Verleysen, Michel; Thissen, P. (1998). Image compression by self-organized Kohonen map. In : IEEE Transactions on Neural Networks (1998), p. 503-507. doi: 10.1109/72.668891. http://hdl.handle.net/2078.1/45341. Dualibe, C; Jespers, Paul; Verleysen, Michel (1998). Two-quadrant CMOS analogue divider. In : Electronics Letters (1998), p. 1164-1165. doi: 10.1049/el:19980861. http://hdl.handle.net/2078.1/45235. Communication à un colloque (Conference Paper) LENDASSE, AMAURY; Grégoire, Philippe; Verleysen, Michel; Cottrell, Marie; de Bodt, Eric (1998). Forecasting Time-Series by Kohonen Classification. Proceedings of ESANN'98, Bruges April 22-24, 1998. http://hdl.handle.net/2078/17367. Trullemans, Charles; Amerijckx, Christophe; Mevel, Herve; Legat, Jean-Didier; Verleysen, Michel; Doguet, P. et al. (1998). An electronic device for nerve stimulation. Workshop on Industrial Microtechnology Applications, Madrid (Spain) du 15/10/1998 au 16/10/1998. http://hdl.handle.net/2078.1/102442. 1997 Article de périodique (Journal article) Hlavackova, K; Verleysen, Michel (1997). Placing spline knots in neural networks using splines as activation functions. In : Neurocomputing (1997), p. 159-166. doi: 10.1016/S0925-2312(97)00053-2. http://hdl.handle.net/2078.1/45852. 1996 Article de périodique (Journal article) Madrenas, J.; Verleysen, Michel; Thissen, P.; Voz, JL. (1996). A CMOS analog circuit for Gaussian functions. In : IEEE Transactions on Circuits and Systems Part 2: Analog and Digital Signal Processing (1996), p. 70-74. doi: 10.1109/82.481479. http://hdl.handle.net/2078.1/47374. Communication à un colloque (Conference Paper) Thissen, Philippe; Verleysen, Michel; Legat, Jean-Didier (1996). A VLSI Associative Processor for Neural-Like Classification Algorithms. In :Proc. of MCPS'96, p. 130-136. MCPS’96, 2nd Internationale Conference on Massively Parallel Computing Systems, Ischia (Italie) du 6/5/1996 au 9/5/1996. http://hdl.handle.net/2078.1/102488. 1995 Communication à un colloque (Conference Paper) Thissen, P.; Legat, Jean-Didier; Verleysen, Michel; Madrenas, J.; Dominguez, J (1995). A VLSI system for neural Bayesian and LVQ classification. In : Lecture Notes in Computer Science (1995), p. 696-703. International Workshop on Artificial Neural Networks, MALAGA-TORREMOLINOS (Spain) Jun 07-09, 1995. http://hdl.handle.net/2078.1/62937. Verleysen, Michel; Voz, Jean-Luc; Thissen, Philippe; Legat, Jean-Didier (1995). A statistical neural network for high-dimensional vector classification. In :Proc. of the International Conference on Neural Networks, p. 990-994. International Conference on Neural Networks, Perth (Australia) du 29/11/1995 au 1/12/1995. http://hdl.handle.net/2078.1/102490. Thissen, Philippe; Verleysen, Michel; Legat, Jean-Didier (1995). A FPGA-based control unit for dedicated parallel processor. In :Proc. of the ProRISC/IEEE Workshop on Circuit, Systems and Signal Processing, p. 303-308. ProRISC/IEEE Workshop on Circuit, Systems and Signal Processing, Mierlo (Pays-Bas) du 23/3/1995 au 24/3/1995. http://hdl.handle.net/2078.1/102484. Thissen, Philippe; Verleysen, Michel; Legat, Jean-Didier (1995). An associative processor architecture for pattern recognition. In :Proc. of the ProRISC/IEEE Workshop on Circuit, Systems and Signal Processing, p. 309-315. ProRISC/IEEE Workshop on Circuit, Systems and Signal Processing, Mierlo (Pays-Bas) du 23/3/1995 au 24/3/1995. http://hdl.handle.net/2078.1/102491. Voz, Jean-Luc; Verleysen, Michel; Thissen, Philippe; Legat, Jean-Didier (1995). Suboptimal Bayesian classification by vector quantization with small clusters. In :Proc. of the European Symposium on Artificial Neural Networks, p. 153-160. European Symposium on Artificial Neural Networks, Brussels (Belgium) du 19/4/1995 au 21/4/1995. http://hdl.handle.net/2078.1/102492. Voz, JL.; Legat, Jean-Didier; Verleysen, Michel; Thissen, P. (1995). A practical view of suboptimal Bayesian classification with radial Gaussian kernels. In : Lecture Notes in Computer Science (1995), p. 404-411. International Workshop on Artificial Neural Networks, MALAGA-TORREMOLINOS (Spain) Jun 07-09, 1995. http://hdl.handle.net/2078.1/62936. 1994 Article de périodique (Journal article) Verleysen, Michel; Thissen, P.; Voz, JL.; Madrenas, J. (1994). An Analog Processor Architecture for a Neural-network Classifier. In : IEEE Micro (1994), p. 16-28. doi: 10.1109/40.285221. http://hdl.handle.net/2078.1/48931. Communication à un colloque (Conference Paper) Thissen, Philippe; Verleysen, Michel; Legat, Jean-Didier (1994). Matching properties of CMOS SOI transistors. In :Proc. of the 4th int. conf. on microelectronics for neural networks and fuzzy systems, p. 134-137. 4th int. conf. on microelectronics for neural networks and fuzzy systems, Torino (Italy) Sept 1994. http://hdl.handle.net/2078.1/102497. Voz, Jean-Luc; Thissen, Philippe; Verleysen, Michel; Legat, Jean-Didier (1994). Application of suboptimal Bayesian classification to handwritten numerals recognition. In :Proc. of the IEE European workshop on handwriting analysis and recognition : an European perspective, p. 97-106. IEE European workshop on handwriting analysis and recognition : an European perspective, Brussels (Belgium) du 12/07/1994 au 19/7/1994. http://hdl.handle.net/2078.1/102495. Voz, Jean-Luc; Verleysen, Michel; Thissen, Philippe; Legat, Jean-Didier (1994). Handwritten digit recognition by suboptimal bayesian classifier. In :Proc of NeuroNîmes94, p. 17-26. NeuroNîmes94 (Neural Networks and Their Applications), Marseilles (France) du 15/12/1994 au 16/12/1994. http://hdl.handle.net/2078.1/102496. Legat, Jean-Didier; Thissen, Philippe; Verleysen, Michel; Voz, Jean-Luc (1994). Parallel implementations of the RCE algorithm. In :Proc. of the Cost 229 final workshop on adaptive systems, intelligent approaches, massively computing and emerging techniques in signal processing and telecommunications, p. 261-264. Cost 229 final workshop on adaptive systems, intelligent approaches, massively computing and emerging techniques in signal processing and telecommunications, Vigo (Spain) du 19/10/1994 au 20/10/1994. http://hdl.handle.net/2078.1/102498. 1993 Article de périodique (Journal article) Macq, D.; Jespers, Paul; Legat, Jean-Didier; Verleysen, Michel (1993). Analog Implementation of a Kohonen Map With On-chip Learning. In : IEEE Transactions on Neural Networks (1993), p. 456-461. doi: 10.1109/72.217188. http://hdl.handle.net/2078.1/49676. Communication à un colloque (Conference Paper) Simon, B.; Macq, Benoît; Verleysen, Michel (1993). Laplacian pyramid with multilayer perceptrons interpolators. In :Verleysen, M.;, European Symposium on Artificial Neural Networks ESANN '93. ProceedingsD facto, p. 137-144. European Symposium on Artificial Neural Networks ESANN '93. Proceedings, Brussels, Belgium 7-9 April 1993. http://hdl.handle.net/2078.1/68260. Verleysen, Michel; Legat, Jean-Didier; Thissen, P. (1993). Optimal decision surfaces in LVQ1 classification of patterns. In :Verleysen, M.;, European Symposium on Artificial Neural Networks ESANN '93. ProceedingsD facto, p. 209-214. European Symposium on Artificial Neural Networks ESANN '93. Proceedings, Brussels, Belgium 7-9 April 1993. http://hdl.handle.net/2078.1/68259. Contribution à ouvrage collectif (Book Chapter) Verleysen, Michel; Legat, Jean-Didier; Jespers, Paul (1993). Analog Implementation of an Associative Memory : Learning Algorithm and VLSI Constraints. In :M. Hassoun ed., Associative Neural Memories: Theory and ImplementationOxford University Press. http://hdl.handle.net/2078.1/102521. 1992 Communication à un colloque (Conference Paper) Legat, Jean-Didier; Cornil, J.P.; Macq, D.; Verleysen, Michel (1992). A real-time VLSI-based architecture for multi-motion estimation. In :Proceedings. 11th IAPR International Conference on Pattern Recognition.Vol. IV. Conference D: Architectures for Vision and Pattern RecognitionIEEE comput. soc. press, p. 147-150. Proceedings. 11th IAPR International Conference on Pattern Recognition. Vol. IV. Conference D: Architectures for Vision and Pattern Recognition, The Hague, Netherlands 30 August-3 September 1992. doi: 10.1109/ICPR.1992.202152. http://hdl.handle.net/2078.1/68276. Verleysen, Michel; Legat, Jean-Didier (1992). Une procédure d'initialisation de type LVQ pour le réseau RCE. In :Proc. du Congrès européen de mathématiques, p. 35-45. Congrès européen de mathématiques, Paris (France) du 2/7/1992 au 3/7/1992. http://hdl.handle.net/2078/102510. Hanssens, Emmanuel; Verleysen, Michel; Legat, Jean-Didier (1992). A dedicated neural network for visual motion detection. In :Proc. of Neuro-Nîmes'92, p. 221-229. Neuro-Nîmes'92 Neural Networks & their applications, Nîmes (France) du 2/11/1996 au 6/11/1992. http://hdl.handle.net/2078/102506. Legat, Jean-Didier; Cornil, Jean-Philippe; Verleysen, Michel (1992). Parallel VLSI-based Architecture for Multi-motion Estimation. In :Proc. of the Int. SPIE Conf. on Applications of Artificial Intelligence X : Machine Vision and Robotics, p. 165-171. Int. SPIE Conf. on Applications of Artificial Intelligence X : Machine Vision and Robotics, Orlando (USA) du 22/4/1992 au 24/4/1992. http://hdl.handle.net/2078/102509. 1991 Article de périodique (Journal article) Verleysen, Michel; Jespers, Paul (1991). Analog Vlsi Synapse Matrix With Enhanced Stochastic Computations. In : Lecture Notes in Computer Science (1991), p. 315-321. doi: 10.1007/BFb0035908. http://hdl.handle.net/2078.1/50890. Communication à un colloque (Conference Paper) Legat, Jean-Didier; Cornil, Jean-Philippe; Verleysen, Michel (1991). Systolic array architecture for Early vision processing. In :Proc. of ESSCIRC'91, p. 93-96. ESSCIRC'91, European Solid-State Circuits Conference, Milano (Italy) le Sept. 1991. http://hdl.handle.net/2078/102513. Verleysen, Michel; Jespers, Paul (1991). Stochastic computations in VLSI analog neural networks. In :Proceedings of the International Conference on Artificial Neural Networks, North-Holland : Elsevier Science Publishers B.V., p. 1691-1696. International Conference on Artificial Neural Networks, Helsinki (Finland) du 24/06/1991 au 28/06/1991. http://hdl.handle.net/2078.1/111129. Contribution à ouvrage collectif (Book Chapter) Verleysen, Michel; Jespers, Paul (1991). Analog VLSI synapse matrix with enhanced stochastic computations. In :Prieto, Alberto (ed.), Proceedings of the International Workshop on Artificial Neural networks, Berlin Heidelberg : Springer-Verlag, p. 315-321. doi: 10.1007/BFb0035908. http://hdl.handle.net/2078.1/111127. 1989 Article de périodique (Journal article) Verleysen, Michel; Sirletti, B.; Vandemeulebroecke, A.; Jespers, PGA. (1989). A High-storage Capacity Content-addressable Memory and its Learning Algorithm. In : IEEE Transactions on Circuits and Systems (1989), p. 762-766. doi: 10.1109/31.31325. http://hdl.handle.net/2078.1/52443. Verleysen, Michel; Sirletti, B.; Vandemeulebroecke, AM.; Jespers, PGA. (1989). Neural Networks for High-storage Content-addressable Memory - Vlsi Circuit and Learning Algorithm. In : IEEE Journal of Solid State Circuits (1989), p. 562-569. doi: 10.1109/4.32008. http://hdl.handle.net/2078.1/52414. Verleysen, Michel; Jespers, PGA. (1989). An Analog Vlsi Implementation of Hopfield Neural Network. In : IEEE Micro (1989), p. 46-55. doi: 10.1109/40.42986. http://hdl.handle.net/2078.1/52138. Communication à un colloque (Conference Paper) Verleysen, Michel; Jespers, Paul; Martin, D. (1989). A capacitive neural network for associative memory. In :Barbe, A.M.;, Proceedings of the Tenth Symposium on Information Theory in the BeneluxWerkgemeenschap voor inf.- & communicatietheorie, p. 73-79. Proceedings of the Tenth Symposium on Information Theory in the Benelux, Houthalen, Belgium 25-26 May 1989. http://hdl.handle.net/2078.1/68332. Verleysen, Michel; Jespers, Paul (1989). Implémentations VLSI analogiques de réseaux de neurones. In :Journées d'électroniquePresses Polytechniques Romandes, p. 279-289. Journées d'électronique, Lausanne (Suisse) du 10/10/1989 au 12/10/1989. http://hdl.handle.net/2078.1/111131. Verleysen, Michel; Jespers, Paul (1989). An analog VLSI architecture for large neural networks. In :F.Fogelman-Soulié & J.Hérault eds., Neurocomputing, Berlin-Heidelberg : Springer-Verlag, p. 141-145. NATO Advanced Research Workshop on Neuro Computing: Algorithms, Architectures and Applications, Les Arcs (France) du 27/02/1989 au 03/03/1989. http://hdl.handle.net/2078.1/111133. Verleysen, Michel; Sirletti, Bruno; Jespers, Paul (1989). A new VLSI architecture for neural associative memories. In :Neural Networks from Models to Applications, Paris (France) : L.Personnaz & G.Dreyfus ed., p. 692-700. nEuro 88, Paris (France) du 06/06/1988 au 09/06/1998. http://hdl.handle.net/2078.1/111136. 1988 Communication à un colloque (Conference Paper) Verleysen, Michel; Sirletti, Bruno; Jespers, Paul (1988). A new CMOS architecture for neural networks. In :VLSI for Artificial Intelligence, Boston (USA) : Kluwer Academic Publishers, p. 209-217. Workshop on VLSI for Artificial Intelligence, Oxford (U.K.) du 20/07/1988 au 22/07/1988. http://hdl.handle.net/2078.1/111135.