| 2009 | Segmentation of Natural and Man-Made Structures by Independent Component Analysis. | Andr Borges Cavalcante, Fausto Lucena, Allan Kardec Barros, Yoshinori Takeuchi, Noboru Ohnishi |
| 2009 | Reference Based Contrast Functions in a Semi-blind Context. | Marc Castella, Eric Moreau |
| 2009 | An Application of Intelligent Data Analysis Techniques to a Large Software Engineering Dataset. | James Cain, Steve Counsell, Stephen Swift, Allan Tucker |
| 2009 | Stationary Subspace Analysis. | Paul von Bnau, Frank C. Meinecke, Klaus-Robert Mller |
| 2009 | Zero-Inflated Boosted Ensembles for Rare Event Counts. | Alexander Borisov, George C. Runger, Eugene Tuv, Nuttha Lurponglukana-Strand |
| 2009 | Estimating Hidden Influences in Metabolic and Gene Regulatory Networks. | Florian Blchl, Fabian J. Theis |
| 2009 | Adaptive Learning from Evolving Data Streams. | Albert Bifet, Ricard Gavald |
| 2009 | Mining the Temporal Dimension of the Information Propagation. | Michele Berlingerio, Michele Coscia, Fosca Giannotti |
| 2009 | Online Subband Blind Source Separation for Convolutive Mixtures Using a Uniform Filter Bank with Critical Sampling. | Paulo Bulkool Batalheiro, Mariane R. Petraglia, Diego B. Haddad |
| 2009 | Blind Spectral-GMM Estimation for Underdetermined Instantaneous Audio Source Separation. | Simon Arberet, Alexey Ozerov, Rmi Gribonval, Frdric Bimbot |
| 2009 | Stereo Source Separation and Source Counting with MAP Estimation with Dirichlet Prior Considering Spatial Aliasing Problem. | Shoko Araki, Tomohiro Nakatani, Hiroshi Sawada, Shoji Makino |
| 2009 | Source Separation of Phase-Locked Subspaces. | Miguel S. B. Almeida, Ricardo Vigrio |
| 2007 | Fuzzy Logic Based Gait Classification for Hemiplegic Patients. | Ahmet Yardimci |
| 2007 | Two Bagging Algorithms with Coupled Learners to Encourage Diversity. | Carlos Valle, Ricardo anculef, Hctor Allende, Claudio Moraga |
| 2007 | Visualizing Sets of Partial Rankings. | Antti Ukkonen |
| 2007 | Transductive Reliability Estimation for Kernel Based Classifiers. | Dimitris Tzikas, Matjaz Kukar, Aristidis Likas |
| 2007 | Conditional Classification Trees Using Instrumental Variables. | Valerio A. Tutore, Roberta Siciliano, Massimo Aria |
| 2007 | Landscape Multidimensional Scaling. | Katharina Tschumitschew, Frank Klawonn, Frank Hppner, Vitaliy Kolodyazhniy |
| 2007 | Visualising the Cluster Structure of Data Streams. | Dimitris K. Tasoulis, Gordon J. Ross, Niall M. Adams |
| 2007 | Multiplicative Updates for | Fei Sha, Y. Albert Park, Lawrence K. Saul |
| 2007 | Traffic Sign Recognition Using Discriminative Local Features. | Andrzej Ruta, Yongmin Li, Xiaohui Liu |
| 2007 | Soft Topographic Map for Clustering and Classification of Bacteria. | Massimo La Rosa, Giuseppe Di Fatta, Salvatore Gaglio, Giovanni M. Giammanco, Riccardo Rizzo, Alfonso Urso |
| 2007 | Learning to Align: A Statistical Approach. | Elisa Ricci, Tijl De Bie, Nello Cristianini |
| 2007 | A Support Vector Machine Approach to Dutch Part-of-Speech Tagging. | Mannes Poel, Luite Stegeman, Rieks op den Akker |
| 2007 | A Partial Correlation-Based Algorithm for Causal Structure Discovery with Continuous Variables. | Jean-Philippe Pellet, Andr Elisseeff |