| 2009 | Convex Mixture Models for Multi-view Clustering. | Grigorios Tzortzis, Aristidis Likas |
| 2009 | Local Feature Selection for the Relevance Vector Machine Using Adaptive Kernel Learning. | Dimitris Tzikas, Aristidis Likas, Nikolas P. Galatsanos |
| 2009 | Object Classification Using the MPEG-7 Visual Descriptors: An Experimental Evaluation Using State of the Art Data Classifiers. | Nicolas Tsapatsoulis, Zenonas Theodosiou |
| 2009 | A Guide for the Upper Bound on the Number of Continuous-Valued Hidden Nodes of a Feed-Forward Network. | Rua-Huan Tsaih, Yat-wah Wan |
| 2009 | A Maximum-Likelihood Connectionist Model for Unsupervised Learning over Graphical Domains. | Edmondo Trentin, Leonardo Rigutini |
| 2009 | Optimizing Control by Robustly Feasible Model Predictive Control and Application to Drinking Water Distribution Systems. | Vu Nam Tran, Mietek A. Brdys |
| 2009 | Response Properties to Inputs of Memory Pattern Fragments in Three Types of Chaotic Neural Network Models. | Toshiyuki Hamada, Jousuke Kuroiwa, Hisakazu Ogura, Tomohiro Odaka, Haruhiko Shirai, Yuko Kato |
| 2009 | A Model for Neuronal Signal Representation by Stimulus-Dependent Receptive Fields. | Jos R. A. Torreo, Joo L. Fernandes, Silvia M. C. Victer |
| 2009 | Combined Mechanisms of Internal Model Control and Impedance Control under Force Fields. | Naoki Tomi, Manabu Gouko, Koji Ito |
| 2009 | MuLVAT: A Video Annotation Tool Based on XML-Dictionaries and Shot Clustering. | Zenonas Theodosiou, Anastasis Kounoudes, Nicolas Tsapatsoulis, Marios Milis |
| 2009 | A Neural Network Model of Metaphor Generation with Dynamic Interaction. | Asuka Terai, Masanori Nakagawa |
| 2009 | Feature Extraction Using Linear and Non-linear Subspace Techniques. | Ana R. Teixeira, Ana Maria Tom, Elmar Wolfgang Lang |
| 2009 | Bidirectional Clustering of MLP Weights for Finding Nominally Conditioned Polynomials. | Yusuke Tanahashi, Ryohei Nakano |
| 2009 | Neural Spike Suppression by Adaptive Control of an Unknown Steady State. | Arnas Tamasevicius, Elena Tamaseviciute, Gytis Mykolaitis, Skaidra Bumeliene, Raimundas Kirvaitis, Ruedi Stoop |
| 2009 | A Non-subtraction Configuration of Self-similitude Architecture for Multiple-Resolution Edge-Filtering CMOS Image Sensor. | Norihiro Takahashi, Tadashi Shibata |
| 2009 | Quadratic Assignment Problems for Chaotic Neural Networks with Dynamical Noise. | Takayuki Suzuki, Shun Motohashi, Takafumi Matsuura, Tohru Ikeguchi, Kazuyuki Aihara |
| 2009 | Using Kernel Basis with Relevance Vector Machine for Feature Selection. | Frdric Suard, David Mercier |
| 2009 | Learning SVMs from Sloppily Labeled Data. | Guillaume Stempfel, Liva Ralaivola |
| 2009 | A Comparison of Three Methods with Implicit Features for Automatic Identification of P300s in a BCI. | Luigi Sportiello, Bernardo Dal Seno, Matteo Matteucci |
| 2009 | Behavior Modeling by Neural Networks. | Lambert Spaanenburg, Mona Akbarniai Tehrani, Richard P. Kleihorst, Peter B. L. Meijer |
| 2009 | A Two Stage Clustering Method Combining Self-Organizing Maps and Ant K-Means. | Jefferson R. Souza, Teresa Bernarda Ludermir, Leandro M. Almeida |
| 2009 | Optimized Learning Vector Quantization Classifier with an Adaptive Euclidean Distance. | Renata M. C. R. de Souza, Telmo de Menezes e Silva Filho |
| 2009 | Sliding Mode Control for Trajectory Tracking Problem - Performance Evaluation. | Razvan Solea, Daniela Cernega |
| 2009 | Micro-SOM: A Linear-Time Multivariate Microaggregation Algorithm Based on Self-Organizing Maps. | Agusti Solanas, Arnau Gavalda, Robert Rallo |
| 2009 | An Analysis of Meta-learning Techniques for Ranking Clustering Algorithms Applied to Artificial Data. | Rodrigo G. F. Soares, Teresa Bernarda Ludermir, Francisco de A. T. de Carvalho |