| 2012 | Hardware accelerated real time classification of hyperspectral imaging data for coffee sorting. | Andreas Backhaus, Jan Lachmair, Ulrich Rckert, Udo Seiffert |
| 2012 | Classifying Scotch Whisky from near-infrared Raman spectra with a Radial Basis Function Network with Relevance Learning. | Andreas Backhaus, Praveen Cheriyan Ashok, Bavishna Balagopal Praveen, Kishan Dholakia, Udo Seiffert |
| 2012 | Input-Output Hidden Markov Models for trees. | Davide Bacciu, Alessio Micheli, Alessandro Sperduti |
| 2012 | Structural Risk Minimization and Rademacher Complexity for Regression. | Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella |
| 2012 | The 'K' in K-fold Cross Validation. | Davide Anguita, Luca Ghelardoni, Alessandro Ghio, Luca Oneto, Sandro Ridella |
| 2012 | Supervised learning to tune simulated annealing for in silico protein structure prediction. | Alejandro Marcos Alvarez, Francis Maes, Louis Wehenkel |
| 2012 | texture classification based on symbolic data analysis. | Carlos Wilson Dantas de Almeida, Renata M. C. R. Souza, Ana Lucia B. Candeias |
| 2012 | intrinsic plasticity via natural gradient descent. | Klaus Neumann, Jochen J. Steil |
| 2011 | Comparison of the Complex Valued and Real Valued Neural Networks Trained with Gradient Descent and Random Search Algorithms. | Hans-Georg Zimmermann, Alexey Minin, Victoria Kusherbaeva |
| 2011 | Patch Affinity Propagation. | Xibin Zhu, Barbara Hammer |
| 2011 | Approaches for Automatic Speaker Recognition in a Binaural Humanoid Context. | Karim Youssef, Bastien Breteau, Sylvain Argentieri, Jean-Luc Zarader, Zefeng Wang |
| 2011 | A supervised strategy for deep kernel machine. | Florian Yger, Maxime Berar, Gilles Gasso, Alain Rakotomamonjy |
| 2011 | Locating Anomalies Using Bayesian Factorizations and Masks. | Li Yao, Amaury Lendasse, Francesco Corona |
| 2011 | Classifying mental states with machine learning algorithms using alpha activity decline. | Carina Walter, Gabriele Cierniak, Peter Gerjets, Wolfgang Rosenstiel, Martin Bogdan |
| 2011 | Information theory related learning. | Thomas Villmann, Jos C. Prncipe, Andrzej Cichocki |
| 2011 | Seeing is believing: The importance of visualization in real-world machine learning applications. | Alfredo Vellido, Jos David Martn-Guerrero, Fabrice Rossi, Paulo J. G. Lisboa |
| 2011 | A probabilistic approach to the visual exploration of G Protein-Coupled Receptor sequences. | Alfredo Vellido, Martha Ivn Crdenas, Ivn Olier, Xavier Rovira, Jess Giraldo |
| 2011 | A Multi-kernel Framework for Inductive Semi-supervised Learning. | Xilan Tian, Gilles Gasso, Stphane Canu |
| 2011 | A Similarity Function with Local Feature Weighting for Structured Data. | Rubn Surez, Roco Garca-Durn, Fernando Fernndez |
| 2011 | Multispectral image characterization by partial generalized covariance. | Marc Strickert, Bjrn Labitzke, Andreas Kolb, Thomas Villmann |
| 2011 | Thresholds tuning of a neuro-symbolic net controlling a behavior-based robotic system. | Mariacarla Staffa, Silvia Rossi, Massimo De Gregorio, Ernesto Burattini |
| 2011 | Hybrid HMM and HCRF model for sequence classification. | Yann Soullard, Thierry Artires |
| 2011 | Recent trends in computational intelligence in life sciences. | Udo Seiffert, Frank-Michael Schleif, Dietlind Zhlke |
| 2011 | Automatic Enhancement of Correspondence Detection in an Object Tracking System. | Denis Schulze, Sven Wachsmuth, Katharina J. Rohlfing |
| 2011 | Multivariate class labeling in Robust Soft LVQ. | Petra Schneider, Tina Geweniger, Frank-Michael Schleif, Michael Biehl, Thomas Villmann |