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122no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGael de Lannoy, Michel Verleysen, Jean Delbeke: Assessment and Comparison of Time Realignment Methods for Supervised Heart Beat Classification. BIOSIGNALS 2009: 239-244
121Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Aldo Lee, Michel Verleysen: Simbed: Similarity-Based Embedding. ICANN (2) 2009: 95-104
120Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarie Cottrell, Patrice Gaubert, Cédric Eloy, Damien François, Geoffroy Hallaux, Jérôme Lacaille, Michel Verleysen: Fault Prediction in Aircraft Engines Using Self-Organizing Maps. WSOM 2009: 37-44
119Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichel Verleysen, Fabrice Rossi, Damien François: Advances in Feature Selection with Mutual Information CoRR abs/0909.0635: (2009)
118Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVanessa Gómez-Verdejo, Michel Verleysen, Jérôme Fleury: Information-theoretic feature selection for functional data classification. Neurocomputing 72(16-18): 3580-3589 (2009)
117Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLElia Liitiäinen, Michel Verleysen, Francesco Corona, Amaury Lendasse: Residual variance estimation in machine learning. Neurocomputing 72(16-18): 3692-3703 (2009)
116Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Aldo Lee, Michel Verleysen: Quality assessment of dimensionality reduction: Rank-based criteria. Neurocomputing 72(7-9): 1431-1443 (2009)
115Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVictor Onclinx, Vincent Wertz, Michel Verleysen: Nonlinear data projection on non-Euclidean manifolds with controlled trade-off between trustworthiness and continuity. Neurocomputing 72(7-9): 1444-1454 (2009)
114Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPedro J. García-Laencina, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal, Michel Verleysen: K nearest neighbours with mutual information for simultaneous classification and missing data imputation. Neurocomputing 72(7-9): 1483-1493 (2009)
2008
113no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGael de Lannoy, Arnaud de Decker, Michel Verleysen: A Supervised Learning Approach Based on the Continuous Wavelet Transform for R Spike Detection in ECG. BIOSIGNALS (1) 2008: 140-145
112Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGael de Lannoy, Arnaud de Decker, Michel Verleysen: A Supervised Wavelet Transform Algorithm for R Spike Detection in Noisy ECGs. BIOSTEC (Selected Papers) 2008: 256-264
111Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEmil Eirola, Elia Liitiäinen, Amaury Lendasse, Francesco Corona, Michel Verleysen: Using the Delta Test for Variable Selection. ESANN 2008: 25-30
110Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPedro J. García-Laencina, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal, Michel Verleysen: K-nearest neighbours based on mutual information for incomplete data classification. ESANN 2008: 37-42
109Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVictor Onclinx, Vincent Wertz, Michel Verleysen: Nonlinear data projection on a sphere with controlled trade-off between trustworthiness and continuity. ESANN 2008: 43-48
108Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Aldo Lee, Michel Verleysen: Rank-based quality assessment of nonlinear dimensionality reduction. ESANN 2008: 49-54
107Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRui Nian, Guangrong Ji, Michel Verleysen: An Unsupervised Gaussian Mixture Classification Mechanism Based on Statistical Learning Analysis. FSKD (2) 2008: 14-18
106Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRui Nian, Guangrong Ji, Michel Verleysen: An Alternative to Center-Based Clustering Algorithm Via Statistical Learning Analysis. ICIC (2) 2008: 693-700
105Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNicolas Delannay, Cédric Archambeau, Michel Verleysen: Improving the Robustness to Outliers of Mixtures of Probabilistic PCAs. PAKDD 2008: 527-535
104Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCatherine Krier, Fabrice Rossi, Damien François, Michel Verleysen: A data-driven functional projection approach for the selection of feature ranges in spectra with ICA or cluster analysis CoRR abs/0802.0287: (2008)
103Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDinh-Tuan Pham, Frédéric Vrins, Michel Verleysen: On the Risk of Using RÉnyi's Entropy for Blind Source Separation. IEEE Transactions on Signal Processing 56(10-1): 4611-4620 (2008)
102Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCédric Archambeau, Nicolas Delannay, Michel Verleysen: Mixtures of robust probabilistic principal component analyzers. Neurocomputing 71(7-9): 1274-1282 (2008)
101Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNicolas Delannay, Michel Verleysen: Collaborative filtering with interlaced generalized linear models. Neurocomputing 71(7-9): 1300-1310 (2008)
100Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Aldo Lee, Frédéric Vrins, Michel Verleysen: Blind source separation based on endpoint estimation with application to the MLSP 2006 data competition. Neurocomputing 72(1-3): 47-56 (2008)
2007
99no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael Biehl, Barbara Hammer, Michel Verleysen, Thomas Villmann: Similarity-based Clustering and its Application to Medicine and Biology, 25.03. - 30.03.2007 Internationales Begegnungs- und Forschungszentrum fuer Informatik (IBFI), Schloss Dagstuhl, Germany 2007
98Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCatherine Krier, Damien François, Fabrice Rossi, Michel Verleysen: Feature clustering and mutual information for the selection of variables in spectral data. ESANN 2007: 157-162
97Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCédric Archambeau, Nicolas Delannay, Michel Verleysen: Mixtures of robust probabilistic principal component analyzers. ESANN 2007: 229-234
96Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNicolas Delannay, Michel Verleysen: Collaborative Filtering with interlaced Generalized Linear Models. ESANN 2007: 247-252
95Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFrédéric Vrins, Dinh-Tuan Pham, Michel Verleysen: Is the General Form of Renyi's Entropy a Contrast for Source Separation? ICA 2007: 129-136
94Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVanessa Gómez-Verdejo, Michel Verleysen, Jérôme Fleury: Information-Theoretic Feature Selection for the Classification of Hysteresis Curves. IWANN 2007: 522-529
93Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael Biehl, Barbara Hammer, Michel Verleysen, Thomas Villmann: 07131 Abstracts Collection -- Similarity-based Clustering and its Application to Medicine and Biology. Similarity-based Clustering and its Application to Medicine and Biology 2007
92Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael Biehl, Barbara Hammer, Michel Verleysen, Thomas Villmann: 07131 Summary -- Similarity-based Clustering and its Application to Medicine and Biology. Similarity-based Clustering and its Application to Medicine and Biology 2007
91Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFabrice Rossi, Amaury Lendasse, Damien François, Vincent Wertz, Michel Verleysen: Mutual information for the selection of relevant variables in spectrometric nonlinear modelling CoRR abs/0709.3427: (2007)
90Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFabrice Rossi, Damien François, Vincent Wertz, Marc Meurens, Michel Verleysen: Fast Selection of Spectral Variables with B-Spline Compression CoRR abs/0709.3639: (2007)
89Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDamien François, Fabrice Rossi, Vincent Wertz, Michel Verleysen: Resampling methods for parameter-free and robust feature selection with mutual information CoRR abs/0709.3640: (2007)
88Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFabrice Rossi, Nicolas Delannay, Brieuc Conan-Guez, Michel Verleysen: Representation of Functional Data in Neural Networks CoRR abs/0709.3641: (2007)
87Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeoffroy Simon, Amaury Lendasse, Marie Cottrell, Jean-Claude Fort, Michel Verleysen: Time Series Forecasting: Obtaining Long Term Trends with Self-Organizing Maps CoRR abs/cs/0701052: (2007)
86Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEric de Bodt, Marie Cottrell, Patrick Letrémy, Michel Verleysen: On the use of self-organizing maps to accelerate vector quantization CoRR abs/math/0701142: (2007)
85Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEric de Bodt, Marie Cottrell, Michel Verleysen: Statistical tools to assess the reliability of self-organizing maps CoRR abs/math/0701144: (2007)
84Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDamien François, Vincent Wertz, Michel Verleysen: The Concentration of Fractional Distances. IEEE Trans. Knowl. Data Eng. 19(7): 873-886 (2007)
83Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFrédéric Vrins, Dinh-Tuan Pham, Michel Verleysen: Mixing and Non-Mixing Local Minima of the Entropy Contrast for Blind Source Separation. IEEE Transactions on Information Theory 53(3): 1030-1042 (2007)
82Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFrédéric Vrins, John Aldo Lee, Michel Verleysen: A Minimum-Range Approach to Blind Extraction of Bounded Sources. IEEE Transactions on Neural Networks 18(3): 809-822 (2007)
81Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSylvain Lespinats, Michel Verleysen, Alain Giron, Bernard Fertil: DD-HDS: A Method for Visualization and Exploration of High-Dimensional Data. IEEE Transactions on Neural Networks 18(5): 1265-1279 (2007)
80Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCédric Archambeau, Michel Verleysen: Robust Bayesian clustering. Neural Networks 20(1): 129-138 (2007)
79Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmaury Lendasse, Erkki Oja, Olli Simula, Michel Verleysen: Time series prediction competition: The CATS benchmark. Neurocomputing 70(13-15): 2325-2329 (2007)
78Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeoffroy Simon, John Aldo Lee, Marie Cottrell, Michel Verleysen: Forecasting the CATS benchmark with the Double Vector Quantization method. Neurocomputing 70(13-15): 2400-2409 (2007)
77Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeoffroy Simon, Michel Verleysen: High-dimensional delay selection for regression models with mutual information and distance-to-diagonal criteria. Neurocomputing 70(7-9): 1265-1275 (2007)
76Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDamien François, Fabrice Rossi, Vincent Wertz, Michel Verleysen: Resampling methods for parameter-free and robust feature selection with mutual information. Neurocomputing 70(7-9): 1276-1288 (2007)
2006
75Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmaury Lendasse, Francesco Corona, Jin Hao, Nima Reyhani, Michel Verleysen: Determination of the Mahalanobis matrix using nonparametric noise estimations. ESANN 2006: 227-232
74Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDamien François, Vincent Wertz, Michel Verleysen: The permutation test for feature selection by mutual information. ESANN 2006: 239-244
73Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Aldo Lee, Frédéric Vrins, Michel Verleysen: Non-orthogonal Support Width ICA. ESANN 2006: 351-358
72Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeoffroy Simon, Michel Verleysen: Lag selection for regression models using high-dimensional mutual information. ESANN 2006: 395-400
71Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFrédéric Vrins, Michel Verleysen: Minimum Support ICA Using Order Statistics. Part I: Quasi-range Based Support Estimation. ICA 2006: 262-269
70Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFrédéric Vrins, Michel Verleysen: Minimum Support ICA Using Order Statistics. Part II: Performance Analysis. ICA 2006: 270-277
69Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFrédéric Vrins, Deniz Erdogmus, Christian Jutten, Michel Verleysen: Zero-Entropy Minimization for Blind Extraction of Bounded Sources (BEBS). ICA 2006: 747-754
68Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFabrice Rossi, Damien François, Vincent Wertz, Michel Verleysen: A Functional Approach to Variable Selection in Spectrometric Problems. ICANN (1) 2006: 11-20
67Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLuis Javier Herrera, Héctor Pomares, Ignacio Rojas, Michel Verleysen, Alberto Guillén: Effective Input Variable Selection for Function Approximation. ICANN (1) 2006: 41-50
66Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCédric Archambeau, Nicolas Delannay, Michel Verleysen: Robust probabilistic projections. ICML 2006: 33-40
65Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNicolas Delannay, Cédric Archambeau, Michel Verleysen: Automatic Adjustment of Discriminant Adaptive Nearest Neighbor. ICPR (2) 2006: 552-535
64Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCédric Archambeau, M. Valle, A. Assenza, Michel Verleysen: Assessment of probability density estimation methods: Parzen window and finite Gaussian mixtures. ISCAS 2006
63Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarie Cottrell, Michel Verleysen: Advances in Self Organising Maps CoRR abs/cs/0611058: (2006)
62Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFrédéric Vrins, Dinh-Tuan Pham, Michel Verleysen: Mixing and non-mixing local minima of the entropy contrast for blind source separation CoRR abs/cs/0611106: (2006)
61Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarie Cottrell, Michel Verleysen: Advances in Self-Organizing Maps. Neural Networks 19(6-7): 721-722 (2006)
60Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeoffroy Simon, John Aldo Lee, Michel Verleysen: Unfolding preprocessing for meaningful time series clustering. Neural Networks 19(6-7): 877-888 (2006)
2005
59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLuh Yen, Denis Vanvyve, Fabien Wouters, François Fouss, Michel Verleysen, Marco Saerens: clustering using a random walk based distance measure. ESANN 2005: 317-324
58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDamien François, Vincent Wertz, Michel Verleysen: Non-Euclidean metrics for similarity search in noisy datasets. ESANN 2005: 339-344
57Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAntti Sorjamaa, Amaury Lendasse, Michel Verleysen: Pruned lazy learning models for time series prediction. ESANN 2005: 509-514
56Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCédric Archambeau, Michel Verleysen: Manifold Constrained Variational Mixtures. ICANN (2) 2005: 279-284
55Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmaury Lendasse, Yongnan Ji, Nima Reyhani, Michel Verleysen: LS-SVM Hyperparameter Selection with a Nonparametric Noise Estimator. ICANN (2) 2005: 625-630
54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFrédéric Vrins, John Aldo Lee, Michel Verleysen: Filtering-Free Blind Separation of Correlated Images. IWANN 2005: 1091-1099
53Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichel Verleysen, Damien François: The Curse of Dimensionality in Data Mining and Time Series Prediction. IWANN 2005: 758-770
52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCédric Archambeau, Michel Verleysen: Manifold Constrained Finite Gaussian Mixtures. IWANN 2005: 820-828
51Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmaury Lendasse, Damien François, Vincent Wertz, Michel Verleysen: Vector quantization: a weighted version for time-series forecasting. Future Generation Comp. Syst. 21(7): 1056-1067 (2005)
50Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmaury Lendasse, Geoffroy Simon, Vincent Wertz, Michel Verleysen: Fast bootstrap methodology for regression model selection. Neurocomputing 64: 161-181 (2005)
49Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFabrice Rossi, Nicolas Delannay, Brieuc Conan-Guez, Michel Verleysen: Representation of functional data in neural networks. Neurocomputing 64: 183-210 (2005)
48Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Aldo Lee, Michel Verleysen: Nonlinear dimensionality reduction of data manifolds with essential loops. Neurocomputing 67: 29-53 (2005)
47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeoffroy Simon, Amaury Lendasse, Marie Cottrell, Jean-Claude Fort, Michel Verleysen: Time series forecasting: Obtaining long term trends with self-organizing maps. Pattern Recognition Letters 26(12): 1795-1808 (2005)
46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFrédéric Vrins, Michel Verleysen: On the entropy minimization of a linear mixture of variables for source separation. Signal Processing 85(5): 1029-1044 (2005)
2004
45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFrédéric Vrins, Cédric Archambeau, Michel Verleysen: Towards a Local Separation Performances Estimator Using Common ICA Contrast Functions? ESANN 2004: 211-216
44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Aldo Lee, Michel Verleysen: How to project `circular' manifolds using geodesic distances? ESANN 2004: 223-230
43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNicolas Delannay, Fabrice Rossi, Brieuc Conan-Guez, Michel Verleysen: Functional radial basis function networks. ESANN 2004: 313-318
42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmaury Lendasse, Geoffroy Simon, Vincent Wertz, Michel Verleysen: Fast bootstrap for least-square support vector machines. ESANN 2004: 525-530
41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCédric Archambeau, Frédéric Vrins, Michel Verleysen: Flexible and Robust Bayesian Classification by Finite Mixture Models. ESANN 2004: 75-80
40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFrédéric Vrins, Christian Jutten, Michel Verleysen: Sensor Array and Electrode Selection for Non-invasive Fetal Electrocardiogram Extraction by Independent Component Analysis. ICA 2004: 1017-1014
39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Aldo Lee, Christian Jutten, Michel Verleysen: Non-linear ICA by Using Isometric Dimensionality Reduction. ICA 2004: 710-717
38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCédric Archambeau, Torsten Butz, Vlad Popovici, Michel Verleysen, Jean-Philippe Thiran: Supervised Nonparametric Information Theoretic Classification. ICPR (3) 2004: 414-417
37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCédric Archambeau, Jean Delbeke, Claude Veraart, Michel Verleysen: Prediction of visual perceptions with artificial neural networks in a visual prosthesis for the blind. Artificial Intelligence in Medicine 32(3): 183-194 (2004)
36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeoffroy Simon, Amaury Lendasse, Marie Cottrell, Jean-Claude Fort, Michel Verleysen: Double quantization of the regressor space for long-term time series prediction: method and proof of stability. Neural Networks 17(8-9): 1169-1181 (2004)
35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEric de Bodt, Marie Cottrell, Patrick Letrémy, Michel Verleysen: On the use of self-organizing maps to accelerate vector quantization. Neurocomputing 56: 187-203 (2004)
34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Aldo Lee, Amaury Lendasse, Michel Verleysen: Nonlinear projection with curvilinear distances: Isomap versus curvilinear distance analysis. Neurocomputing 57: 49-76 (2004)
2003
33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeoffroy Simon, Amaury Lendasse, Vincent Wertz, Michel Verleysen: Fast approximation of the bootstrap for model selection. ESANN 2003: 475-480
32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Aldo Lee, Cédric Archambeau, Michel Verleysen: Locally Linear Embedding versus Isotop. ESANN 2003: 527-534
31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCédric Archambeau, John Aldo Lee, Michel Verleysen: On Convergence Problems of the EM Algorithm for Finite Gaussian Mixtures. ESANN 2003: 99-106
30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmaury Lendasse, Vincent Wertz, Michel Verleysen: Model Selection with Cross-Validations and Bootstraps - Application to Time Series Prediction with RBFN Models. ICANN 2003: 573-580
29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeoffroy Simon, Amaury Lendasse, Michel Verleysen: Bootstrap for Model Selection: Linear Approximation of the Optimism. IWANN (1) 2003: 182-189
28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichel Verleysen, Damien François, Geoffroy Simon, Vincent Wertz: On the Effects of Dimensionality on Data Analysis with Neural Networks. IWANN (2) 2003: 105-112
27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmaury Lendasse, Damien François, Vincent Wertz, Michel Verleysen: Nonlinear Time Series Prediction by Weighted Vector Quantization. International Conference on Computational Science 2003: 417-426
26no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNabil Benoudjit, Michel Verleysen: On the Kernel Widths in Radial-Basis Function Networks. Neural Processing Letters 18(2): 139-154 (2003)
2002
25no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichel Verleysen: ESANN 2002, 10th Eurorean Symposium on Artificial Neural Networks, Bruges, Belgium, April 24-26, 2002, Proceedings ESANN 2002
24no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Aldo Lee, Amaury Lendasse, Michel Verleysen: Curvilinear Distance Analysis versus Isomap. ESANN 2002: 185-192
23no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNabil Benoudjit, Cédric Archambeau, Amaury Lendasse, John Aldo Lee, Michel Verleysen: Width optimization of the Gaussian kernels in Radial Basis Function Networks. ESANN 2002: 425-432
22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Aldo Lee, Michel Verleysen: Nonlinear Projection with the Isotop Method. ICANN 2002: 933-938
21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEric de Bodt, Marie Cottrell, Michel Verleysen: Statistical tools to assess the reliability of self-organizing maps. Neural Networks 15(8-9): 967-978 (2002)
20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Aldo Lee, Michel Verleysen: Self-organizing maps with recursive neighborhood adaptation. Neural Networks 15(8-9): 993-1003 (2002)
19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichel Verleysen, Joos Vandewalle: Special issue on fundamental and information processing aspects of neurocomputing. Neurocomputing 48(1-4): 1-2 (2002)
18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmaury Lendasse, John Aldo Lee, Vincent Wertz, Michel Verleysen: Forecasting electricity consumption using nonlinear projection and self-organizing maps. Neurocomputing 48(1-4): 299-311 (2002)
2001
17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmaury Lendasse, John Aldo Lee, Eric de Bodt, Vincent Wertz, Michel Verleysen: Input data reduction for the prediction of financial time series. ESANN 2001: 237-244
16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLC. Dualibe, Paul G. A. Jespers, Michel Verleysen: Embedded fuzzy control for automatic channel equalization after digital transmissions. ISCAS (3) 2001: 173-176
2000
15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Aldo Lee, Amaury Lendasse, Nicolas Donckers, Michel Verleysen: A robust non-linear projection method. ESANN 2000: 13-20
14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmaury Lendasse, John Aldo Lee, Vincent Wertz, Michel Verleysen: Time series forecasting using CCA and Kohonen maps - application to electricity consumption. ESANN 2000: 329-334
1999
13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEric de Bodt, Marie Cottrell, Michel Verleysen: Using the Kohonen algorithm for quick initialization of Simple Competitive Learning algorithm. ESANN 1999: 19-26
12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNicolas Donckers, Amaury Lendasse, Vincent Wertz, Michel Verleysen: Extraction of intrinsic dimension using CCA - Application to blind sources separation. ESANN 1999: 339-344
11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichel Verleysen, Eric de Bodt, Amaury Lendasse: Forecasting Financial Time Series through Intrinsic Dimension Estimation and Non-Linear Data Projection. IWANN (2) 1999: 596-605
1998
10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmaury Lendasse, Michel Verleysen, Eric de Bodt, Marie Cottrell, Philippe Grégoire: Forecasting time-series by Kohonen classification. ESANN 1998: 221-226
9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLC. Amerijckx, Michel Verleysen, Philippe Thissen, Jean-Didier Legat: Image compression by self-organized Kohonen map. IEEE Transactions on Neural Networks 9(3): 503-507 (1998)
1997
8no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichel Verleysen: ESANN 1997, 5th Eurorean Symposium on Artificial Neural Networks, Bruges, Belgium, April 16-18, 1997, Proceedings D-Facto public 1997
7no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEric de Bodt, Michel Verleysen, Marie Cottrell: Kohonen maps versus vector quantization for data analysis. ESANN 1997
6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKaterina Hlavácková-Schindler, Michel Verleysen: Placing spline knots in neural networks using splines as activation functions. Neurocomputing 17(3-4): 159-166 (1997)
1995
5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJean-Luc Voz, Michel Verleysen, Philippe Thissen, Jean-Didier Legat: A Practical View of Suboptimal Bayesian Classification with Radial Gaussian Kernels. IWANN 1995: 404-411
4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPhilippe Thissen, Michel Verleysen, Jean-Didier Legat, Jordi Madrenas, Jordi Domínguez: A VLSI System for Neural Bayesian and LVQ Classification. IWANN 1995: 696-703
3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPhilippe Thissen, Michel Verleysen, Jean-Didier Legat: An Associative Processor Dedicated to Classification by Neural Methods. IWANN 1995: 704-711
1993
2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichel Verleysen, Philippe Thissen, Jean-Didier Legat: Linear Vector Classification: An Improvement on LVQ Algorithms to Create Classes of Patterns. IWANN 1993: 340-345
1991
1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichel Verleysen, Paul G. A. Jespers: Analog VLSI Synapse Matrix with Enhanced Stochastic Computations. IWANN 1991: 315-321

Coauthor Index

1C. Amerijckx [9]
2Cédric Archambeau [23] [31] [32] [37] [38] [41] [45] [52] [56] [64] [65] [66] [80] [97] [102] [105]
3A. Assenza [64]
4Nabil Benoudjit [23] [26]
5Michael Biehl [92] [93] [99]
6Eric de Bodt [7] [10] [11] [13] [17] [21] [35] [85] [86]
7Torsten Butz [38]
8Brieuc Conan-Guez [43] [49] [88]
9Francesco Corona [75] [111] [117]
10Marie Cottrell [7] [10] [13] [21] [35] [36] [47] [61] [63] [78] [85] [86] [87] [120]
11Arnaud de Decker [112] [113]
12Nicolas Delannay [43] [49] [65] [66] [88] [96] [97] [101] [102] [105]
13Jean Delbeke [37] [122]
14Jordi Domínguez [4]
15Nicolas Donckers [12] [15]
16C. Dualibe [16]
17Emil Eirola [111]
18Cédric Eloy [120]
19Deniz Erdogmus [69]
20Bernard Fertil [81]
21Aníbal R. Figueiras-Vidal [110] [114]
22Jérôme Fleury [94] [118]
23Jean-Claude Fort [36] [47] [87]
24François Fouss [59]
25Damien François [27] [28] [51] [53] [58] [68] [74] [76] [84] [89] [90] [91] [98] [104] [119] [120]
26Pedro J. García-Laencina [110] [114]
27Patrice Gaubert [120]
28Alain Giron [81]
29Vanessa Gómez-Verdejo [94] [118]
30Philippe Grégoire [10]
31Alberto Guillén [67]
32Geoffroy Hallaux [120]
33Barbara Hammer [92] [93] [99]
34Jin Hao [75]
35Luis Javier Herrera [67]
36Katerina Hlavácková-Schindler [6]
37Paul G. A. Jespers [1] [16]
38Guangrong Ji [106] [107]
39Yongnan Ji [55]
40Christian Jutten [39] [40] [69]
41Catherine Krier [98] [104]
42Jérôme Lacaille [120]
43Gael de Lannoy [112] [113] [122]
44John Aldo Lee [14] [15] [17] [18] [20] [22] [23] [24] [31] [32] [34] [39] [44] [48] [54] [60] [73] [78] [82] [100] [108] [116] [121]
45Jean-Didier Legat [2] [3] [4] [5] [9]
46Amaury Lendasse [10] [11] [12] [14] [15] [17] [18] [23] [24] [27] [29] [30] [33] [34] [36] [42] [47] [50] [51] [55] [57] [75] [79] [87] [91] [111] [117]
47Sylvain Lespinats [81]
48Patrick Letrémy [35] [86]
49Elia Liitiäinen [111] [117]
50Jordi Madrenas [4]
51Marc Meurens [90]
52Rui Nian [106] [107]
53Erkki Oja [79]
54Victor Onclinx [109] [115]
55Dinh-Tuan Pham (Antoine Dinh-Tuan Pham) [62] [83] [95] [103]
56Héctor Pomares [67]
57Vlad Popovici [38]
58Nima Reyhani [55] [75]
59Fabrice Rossi [43] [49] [68] [76] [88] [89] [90] [91] [98] [104] [119]
60Ignacio Rojas Ruiz (Ignacio Rojas) [67]
61Marco Saerens [59]
62José-Luis Sancho-Gómez (José-Luis Sancho) [110] [114]
63Geoffroy Simon [28] [29] [33] [36] [42] [47] [50] [60] [72] [77] [78] [87]
64Olli Simula [79]
65Antti Sorjamaa [57]
66Jean-Philippe Thiran [38]
67Philippe Thissen [2] [3] [4] [5] [9]
68M. Valle [64]
69Joos Vandewalle [19]
70Denis Vanvyve [59]
71Claude Veraart [37]
72Thomas Villmann [92] [93] [99]
73Jean-Luc Voz [5]
74Frédéric Vrins [40] [41] [45] [46] [54] [62] [69] [70] [71] [73] [82] [83] [95] [100] [103]
75Vincent Wertz [12] [14] [17] [18] [27] [28] [30] [33] [42] [50] [51] [58] [68] [74] [76] [84] [89] [90] [91] [109] [115]
76Fabien Wouters [59]
77Luh Yen [59]

Colors in the list of coauthors

Copyright © Sun Mar 14 22:39:24 2010 by Michael Ley (ley@uni-trier.de)