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Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Alfredo Vellido, Martha Ivón Cárdenas, Iván Olier, Xavier Rovira, Jesús Giraldo |
A probabilistic approach to the visual exploration of G Protein-Coupled Receptor sequences.  |
ESANN  |
2011 |
DBLP BibTeX RDF |
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| 1 | Georg Hinselmann, Lars Rosenbaum, Andreas Jahn, Andreas Zell |
Fast Data Mining with Sparse Chemical Graph Fingerprints by Estimating the Probability of Unique Patterns. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | Siamak Mehrkanoon, Li Jiang, Carlos Alzate, Johan A. K. Suykens |
Symbolic computing of LS-SVM based models. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | Verónica Bolón-Canedo, Sohan Seth, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Jose C. Principe |
Statistical dependence measure for feature selection in microarray datasets. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | Jan Lemeire, Stijn Meganck, Francesco Cartella, Tingting Liu, Alexander R. Statnikov |
Inferring the causal decomposition under the presence of deterministic relations. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | Diego Peteiro-Barral, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez, Oscar Fontenla-Romero |
A distributed learning algorithm based on two-layer artificial neural networks and genetic algorithms. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | Petra Schneider, Tina Geweniger, Frank-Michael Schleif, Michael Biehl, Thomas Villmann |
Multivariate class labeling in Robust Soft LVQ. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | Fabrice Rossi, Matthieu Durut |
Communication Challenges in Cloud K-means. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | Vicente Buendia-Ramon, Emilio Soria-Olivas, José D. Martín, Pablo Escandell-Montero, José M. Martínez |
Analysis of a Reinforcement Learning algorithm using Self-Organizing Maps. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | Tom Claassen, Tom Heskes |
A structure independent algorithm for causal discovery. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | Asja Fischer, Christian Igel |
Training RBMs based on the signs of the CD approximation of the log-likelihood derivatives. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | Ayres Roberto Araújo Barcelos, Rita Maria da Silva Julia, Rivalino Matias Júnior |
D-VisionDraughts: a draughts player neural network that learns by reinforcement in a high performance environment. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Michiel Van Dyck, Herbert Peremans |
Principal component analysis for unsupervised calibration of bio-inspired airflow array sensors. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | Lazhar Labiod, Younès Bennani |
A Spectral Based Clustering Algorithm for Categorical Data with Maximum Modularity. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | Kerstin Bunte, Michael Biehl, Barbara Hammer |
Supervised dimension reduction mappings. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | Christopher J. Gatti, Jonathan D. Linton, Mark J. Embrechts |
A brief tutorial on reinforcement learning: The game of Chung Toi. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | Verena Heidrich-Meisner, Christian Igel |
Non-linearly increasing resampling in racing algorithms. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | Thomas Villmann, José C. Príncipe, Andrzej Cichocki |
Information theory related learning. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | Rémi Flamary, Florian Yger, Alain Rakotomamonjy |
Selecting from an infinite set of features in SVM. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | Martin Schels, Patrick Schillinger, Friedhelm Schwenker |
Training of multiple classifier systems utilizing partially labeled sequential data sets. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | Jakramate Bootkrajang, Ata Kaban |
Multi-class classification in the presence of labelling errors. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella |
Maximal Discrepancy vs. Rademacher Complexity for error estimation. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Enrique Pelayo, Carlos Orrite-Uruñuela, J. David Buldain Pérez |
SO-VAT: Self-Organizing Visual Assessment of cluster Tendency for large data sets. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Federico Montesino-Pouzols, Amaury Lendasse |
Adaptive Kernel Smoothing Regression for Spatio-Temporal Environmental Datasets. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Jérôme Lapuyade-Lahorgue, Ali Mohammad-Djafari |
Nearest neighbors and correlation dimension for dimensionality estimation. Application to factor analysis of real biological time series data. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | Marc Strickert, Björn Labitzke, Andreas Kolb, Thomas Villmann |
Multispectral image characterization by partial generalized covariance. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Florian Yger, Maxime Berar, Gilles Gasso, Alain Rakotomamonjy |
A supervised strategy for deep kernel machine. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós |
Statistical properties of the 'Hopfield estimator' of dynamical systems. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | Gauthier Doquire, Michel Verleysen |
Mutual information based feature selection for mixed data. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | Rubén Suárez, Rocío García-Durán, Fernando Fernández |
A Similarity Function with Local Feature Weighting for Structured Data. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Alex Krizhevsky, Geoffrey E. Hinton |
Using very deep autoencoders for content-based image retrieval. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Ali Rodan, Peter Tiño |
Negatively Correlated Echo State Networks. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Douglas de O. Cardoso, Priscila M. V. Lima, Massimo De Gregorio, João Gama, Felipe M. G. França |
Clustering data streams with weightless neural networks. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Carina Walter, Gabriele Cierniak, Peter Gerjets, Wolfgang Rosenstiel, Martin Bogdan |
Classifying mental states with machine learning algorithms using alpha activity decline. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | |
ESANN 2011, 19th European Symposium on Artificial Neural Networks, Bruges, Belgium, April 27-29, 2011, Proceedings |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Héctor Ruiz, Ian H. Jarman, José D. Martín, Paulo J. G. Lisboa |
The role of Fisher information in primary data space for neighbourhood mapping. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Marika Kästner, Barbara Hammer, Michael Biehl, Thomas Villmann |
Generalized functional relevance learning vector quantization. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Artur J. Ferreira, Mário A. T. Figueiredo |
Unsupervised feature selection for sparse data. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Michail Maniadakis, Marc Wittmann, Panos E. Trahanias |
Time Experiencing by Robotic Agents. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Francis Maes, Julien Becker, Louis Wehenkel |
Iterative multi-task sequence labeling for predicting structural properties of proteins. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Mathieu Dubois, Hervé Guillaume, Emmanuelle Frenoux, Philippe Tarroux |
Visual place recognition using Bayesian filtering with Markov chains. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Mohamed Oubbati |
Anticipating Rewards in Continuous Time and Space with Echo State Networks and Actor-Critic Design. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Giorgos Borboudakis, Sofia Triantafilou, Vincenzo Lagani, Ioannis Tsamardinos |
A constraint-based approach to incorporate prior knowledge in causal models. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Jean Marc Salotti |
New conditioning model for robots. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Xibin Zhu, Barbara Hammer |
Patch Affinity Propagation. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | John A. Quinn, Joris M. Mooij, Tom Heskes, Michael Biehl |
Learning of causal relations. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Jan Faigl, Jan Macák |
Multi-Goal Path Planning Using Self-Organizing Map with Navigation Functions. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Pornchai Khlaeo-om, Sasikanchana Yenaeng, Sunya Pasuk, Supachai Aroonpun, Sompun Aumpawan |
Stability of Neural Network Control for Uncertain Sampled-Data Systems. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Mariacarla Staffa, Silvia Rossi, Massimo De Gregorio, Ernesto Burattini |
Thresholds tuning of a neuro-symbolic net controlling a behavior-based robotic system. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Joseph Rynkiewicz |
General bound of overfitting for MLP regression models. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Gauthier Doquire, Michel Verleysen |
Mutual information for feature selection with missing data. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Markus Hagenbuchner, Giovanni Da San Martino, Ah Chung Tsoi, Alessandro Sperduti |
Sparsity Issues in Self-Organizing-Maps for Structures. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Sarah Jarvis, Stefan Rotter, Ulrich Egert |
Increased robustness and intermittent dynamics in structured Reservoir Networks with feedback. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Lucie Daubigney, Olivier Pietquin |
Single-trial P300 detection with Kalman filtering and SVMs. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Karim Youssef, Bastien Breteau, Sylvain Argentieri, Jean-Luc Zarader, Zefeng Wang |
Approaches for Automatic Speaker Recognition in a Binaural Humanoid Context. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Rafal Dlugosz, Marta Kolasa, Witold Pedrycz |
Fisherman learning algorithm of the SOM realized in the CMOS technology. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Tina Geweniger, Marika Kästner, Thomas Villmann |
Optimization of Parametrized Divergences in Fuzzy c-Means. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Li Yao, Amaury Lendasse, Francesco Corona |
Locating Anomalies Using Bayesian Factorizations and Masks. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Denise Gorse |
Application of stochastic recurrent reinforcement learning to index trading. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Atsushi Hashimoto, Haruo Hosoya |
Abstract category learning. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Xilan Tian, Gilles Gasso, Stéphane Canu |
A Multi-kernel Framework for Inductive Semi-supervised Learning. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Stéphan Clémençon, Héctor de Arazoza, Fabrice Rossi, Viet-Chi Tran |
Hierarchical clustering for graph visualization. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Jorge López Lázaro, Kris De Brabanter, José R. Dorronsoro, Johan A. K. Suykens |
Sparse LS-SVMs with L0 - norm minimization. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | DaeEun Kim |
A Neural Filter for Electrolocation in Weakly Electric Fish. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Eli Parviainen |
Effects of sparseness and randomness of pairwise distance matrix on t-SNE results. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Claudio Gallicchio, Alessio Micheli |
Exploiting vertices states in GraphESN by weighted nearest neighbor. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Kerstin Bunte, Frank-Michael Schleif, Sven Haase, Thomas Villmann |
Mathematical Foundations of the Self Organized Neighbor Embedding (SONE) for Dimension Reduction and Visualization. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Angelos P. Armen, Ioannis Tsamardinos |
A unified approach to estimation and control of the False Discovery Rate in Bayesian network skeleton identification. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Ludovic Arnold, Sébastien Rebecchi, Sylvain Chevallier, Hélène Paugam-Moisy |
An Introduction to Deep Learning. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | René Felix Reinhart, Jochen J. Steil |
Reservoir regularization stabilizes learning of Echo State Networks with output feedback. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Haydemar Núñez, Luis González Abril, Cecilio Angulo |
A post-processing strategy for SVM learning from unbalanced data. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | Denis Schulze, Sven Wachsmuth, Katharina J. Rohlfing |
Automatic Enhancement of Correspondence Detection in an Object Tracking System. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Charles Bouveyron, Camille Brunet |
Probabilistic Fisher discriminant analysis. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Ernest Mwebaze, John A. Quinn, Michael Biehl |
Causal relevance learning for robust classification under interventions. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | José M. Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas, José D. Martín, Juan Gómez, Joan Vila-Francés |
Growing Hierarchical Sectors on Sectors. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | Udo Seiffert, Frank-Michael Schleif, Dietlind Zühlke |
Recent trends in computational intelligence in life sciences. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Yann Soullard, Thierry Artières |
Hybrid HMM and HCRF model for sequence classification. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | Alexander Hans, Steffen Udluft |
Ensemble Usage for More Reliable Policy Identification in Reinforcement Learning. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | Hans-Georg Zimmermann, Alexey Minin, Victoria Kusherbaeva |
Comparison of the Complex Valued and Real Valued Neural Networks Trained with Gradient Descent and Random Search Algorithms. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | Gael de Lannoy, Damien François, Michel Verleysen |
Class-Specific Feature Selection for One-Against-All Multiclass SVMs. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Nisrine Jrad, Marco Congedo |
Identification of sparse spatio-temporal features in Evoked Response Potentials. |
ESANN |
2011 |
DBLP BibTeX RDF |
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| 1 | Alfredo Vellido, José D. Martín, Fabrice Rossi, Paulo J. G. Lisboa |
Seeing is believing: The importance of visualization in real-world machine learning applications. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Claudio Gallicchio, Alessio Micheli |
TreeESN: a Preliminary Experimental Analysis. |
ESANN |
2010 |
DBLP BibTeX RDF |
|
| 1 | Timo Pröscholdt, Michel Crucianu |
On Finding Complementary Clusterings. |
ESANN |
2010 |
DBLP BibTeX RDF |
|
| 1 | Carlos Alzate, Johan A. K. Suykens |
Highly sparse kernel spectral clustering with predictive out-of-sample extensions. |
ESANN |
2010 |
DBLP BibTeX RDF |
|
| 1 | Jigang Sun, Colin Fyfe, Malcolm Crowe |
Curvilinear component analysis and Bregman divergences. |
ESANN |
2010 |
DBLP BibTeX RDF |
|
| 1 | Nicola Rebagliati, Alessandro Verri |
A randomized algorithm for spectral clustering. |
ESANN |
2010 |
DBLP BibTeX RDF |
|
| 1 | Christian Mayr, Johannes Partzsch, René Schüffny |
A critique of BCM behavior verification for STDP-type plasticity models. |
ESANN |
2010 |
DBLP BibTeX RDF |
|
| 1 | Iván Olier, Julià Amengual, Alfredo Vellido |
Segmentation of EMG time series using a variational Bayesian approach for the robust estimation of cortical silent periods. |
ESANN |
2010 |
DBLP BibTeX RDF |
|
| 1 | Ghouti Lahouari, Saeed Al-Bukhitan |
Hybrid Soft Computing for PVT Properties Prediction. |
ESANN |
2010 |
DBLP BibTeX RDF |
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| 1 | Yi Sun, Gary P. Moss, Maria Prapopoulou, Rod Adams, Marc B. Brown, Neil Davey |
The Application of Gaussian Processes in the Prediction of Percutaneous Absorption for Mammalian and Synthetic Membranes. |
ESANN |
2010 |
DBLP BibTeX RDF |
|
| 1 | Volker Willert, Julian Eggert |
Adaptive velocity tuning for visual motion estimation. |
ESANN |
2010 |
DBLP BibTeX RDF |
|
| 1 | Pierre B. Borckmans, Pierre-Antoine Absil |
Oriented Bounding Box Computation Using Particle Swarm Optimization. |
ESANN |
2010 |
DBLP BibTeX RDF |
|
| 1 | Tina Geweniger, Thomas Villmann |
Extending FSNPC to handle data points with fuzzy class assignments. |
ESANN |
2010 |
DBLP BibTeX RDF |
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| 1 | Bjoern Krollner, Bruce J. Vanstone, Gavin R. Finnie |
Financial time series forecasting with machine learning techniques: a survey. |
ESANN |
2010 |
DBLP BibTeX RDF |
|
| 1 | John Butcher, David Verstraeten, Benjamin Schrauwen, Charles Day, Peter Haycock |
Extending reservoir computing with random static projections: a hybrid between extreme learning and RC. |
ESANN |
2010 |
DBLP BibTeX RDF |
|
| 1 | Dieter Devlaminck, Willem Waegeman, Bruno Bauwens, Bart Wyns, Georges Otte, Luc Boullart, Patrick Santens |
Directional predictions for 4-class BCI data. |
ESANN |
2010 |
DBLP BibTeX RDF |
|
| 1 | Shigeo Abe |
Active set training of support vector regressors. |
ESANN |
2010 |
DBLP BibTeX RDF |
|
| 1 | Ilaria Bertini, Matteo De Felice, Stefano Pizzuti |
Combining back-propagation and genetic algorithms to train neural networks for start-up time modeling in combined cycle power plants. |
ESANN |
2010 |
DBLP BibTeX RDF |
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| 1 | Etienne Côme, Marie Cottrell, Michel Verleysen, Jérôme Lacaille |
Self Organizing Star (SOS) for health monitoring. |
ESANN |
2010 |
DBLP BibTeX RDF |
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