| 2014 | Joint SVM for Accurate and Fast Image Tagging. | Hanchen Xiong, Sndor Szedmk, Justus H. Piater |
| 2014 | Learning predictive partitions for continuous feature spaces. | Bjrn Weghenkel, Laurenz Wiskott |
| 2014 | Tensor decomposition of dense SIFT descriptors in object recognition. | Tan Vo, Dat Tran, Wanli Ma |
| 2014 | Sparse one hidden layer MLPs. | Alberto Torres, David Daz, Jos R. Dorronsoro |
| 2014 | Implicitly and explicitly constrained optimization problems for training of recurrent neural networks. | Carl-Johan Thore |
| 2014 | The Choquet kernel for monotone data. | Ali Fallah Tehrani, Marc Strickert, Eyke Hllermeier |
| 2014 | Support Vector Ordinal Regression using Privileged Information. | Fengzhen Tang, Peter Tio, Pedro Antonio Gutirrez, Huanhuan Chen |
| 2014 | A new biologically plausible supervised learning method for spiking neurons. | Aboozar Taherkhani, Ammar Belatreche, Yuhua Li, Liam P. Maguire |
| 2014 | Can you follow that guy? | Mariacarla Staffa, Massimo De Gregorio, Maurizio Giordano, Silvia Rossi |
| 2014 | Exploiting similarity in system identification tasks with recurrent neural networks. | Sigurd Spieckermann, Siegmund Dll, Steffen Udluft, Alexander Hentschel, Thomas A. Runkler |
| 2014 | reject option paradigm for the reduction of support vectors. | Ricardo Gamelas Sousa, Ajalmar R. da Rocha Neto, Guilherme A. Barreto, Jaime S. Cardoso, Miguel T. Coimbra |
| 2014 | Multi-Step Ahead Forecasting of Road Condition Using Least Squares Support Vector Regression. | Konsta Sirvio, Jaakko Hollmn |
| 2014 | Parameter-free regularization in Extreme Learning Machines with affinity matrices. | Leonardo Jos Silvestre, Andr Paim Lemos, Joo Pedro Braga, Antnio de Pdua Braga |
| 2014 | Probabilistic automata simulation with single layer weightless neural networks. | Adenilton J. da Silva, Wilson Rosa de Oliveira, Teresa Bernarda Ludermir |
| 2014 | Training a classical weightless neural network in a quantum computer. | Adenilton J. da Silva, Wilson Rosa de Oliveira, Teresa Bernarda Ludermir |
| 2014 | A Random Forest proximity matrix as a new measure for gene annotation. | Jos A. Seoane, Ian N. M. Day, Juan P. Casas, Colin Campbell, Tom R. Gaunt |
| 2014 | The Sum-over-Forests clustering. | Mathieu Senelle, Marco Saerens, Franois Fouss |
| 2014 | Relevance Learning for Dimensionality Reduction. | Alexander Schulz, Andrej Gisbrecht, Barbara Hammer |
| 2014 | Choosing the Metric in High-Dimensional Spaces Based on Hub Analysis. | Dominik Schnitzer, Arthur Flexer |
| 2014 | Recent trends in learning of structured and non-standard data. | Frank-Michael Schleif, Peter Tio, Thomas Villmann |
| 2014 | Proximity learning for non-standard big data. | Frank-Michael Schleif |
| 2014 | Improving the Robustness of Bagging with Reduced Sampling Size. | Maryam Sabzevari, Gonzalo Martnez-Muoz, Alberto Surez |
| 2014 | Learning resets of neural working memory. | Jaldert O. Rombouts, Pieter R. Roelfsema, Sander M. Boht |
| 2014 | Capturing confounding sources of variation in DNA methylation data by spatiotemporal independent component analysis. | Emilie Renard, Andrew E. Teschendorff, Pierre-Antoine Absil |
| 2014 | Improving the firefly algorithm through the Barnes-Hut tree code. | Kiril Ralinovski |