| 2017 | Training convolutional networks with weight-wise adaptive learning rates. | Alan Mosca, George D. Magoulas |
| 2017 | A distributed approach for classification using distance metrics. | Laura Morn-Fernndez, Vernica Boln-Canedo, Amparo Alonso-Betanzos |
| 2017 | A multi-criteria meta-learning method to select under-sampling algorithms for imbalanced datasets. | Romero F. A. B. de Morais, Pricles B. C. Miranda, Ricardo M. A. Silva |
| 2017 | Comparison of adaptive MCMC methods. | Edna Milgo, Nixon K. Ronoh, Peter Waiganjo Wagacha, Bernard Manderick |
| 2017 | Scalable Hybrid Deep Neural Kernel Networks. | Siamak Mehrkanoon, Andreas Zell, Johan A. K. Suykens |
| 2017 | Accelerating stochastic kernel SOM. | Jrme Mariette, Fabrice Rossi, Madalina Olteanu, Nathalie Villa-Vialaneix |
| 2017 | Learning null space projections fast. | Jeevan Manavalan, Matthew Howard |
| 2017 | TimeNet: Pre-trained deep recurrent neural network for time series classification. | Pankaj Malhotra, Vishnu TV, Lovekesh Vig, Puneet Agarwal, Gautam Shroff |
| 2017 | Physical activity recognition from sub-bandage sensors using both feature selection and extraction. | Eleonora D'Andrea, Fabio Di Francesco, Valentina Dini, Beatrice Lazzerini, Marco Romanelli, Pietro Salvo |
| 2017 | Non-negative decomposition of geophysical dynamics. | Manuel Lopez-Radcenco, Abdeldjalil Assa-El-Bey, Pierre Ailliot, Ronan Fablet |
| 2017 | Learning dot-product polynomials for multiclass problems. | Ivano Lauriola, Michele Donini, Fabio Aiolli |
| 2017 | Detection of non-recurrent road traffic events based on clustering indicators. | Pierre-Antoine Laharotte, Romain Billot, Nour-Eddin El Faouzi |
| 2017 | A performance acceleration algorithm of spectral unmixing via subset selection. | Jing Ke, Yi Guo, Arcot Sowmya, Tomasz Bednarz |
| 2017 | Moving Least Squares Support Vector Machines for weather temperature prediction. | Zahra Karevan, Yunlong Feng, Johan A. K. Suykens |
| 2017 | Acceleration of Prototype Based Models with Cascade Computation. | Cem Karaoguz, Alexander Gepperth |
| 2017 | A Simple Cluster Validation Index with Maximal Coverage. | Susanne Jauhiainen, Tommi Krkkinen |
| 2017 | Invariant representations of images for better learning. | Muthuvel Murugan Issakkimuthu, K. V. Subrahmanyam |
| 2017 | Comparison of manual and semi-manual delineations for classifying glioblastoma multiforme patients based on histogram and texture MRI features. | Adrian Ion-Margineanu, Sofie Van Cauter, Diana Maria Sima, Frederik Maes, Stefan Sunaert, Uwe Himmelreich, Sabine Van Huffel |
| 2017 | Supporting generative models of spatial behavior by user interaction. | Ronny Hug, Wolfgang Hbner, Michael Arens |
| 2017 | Large-scale nonlinear dimensionality reduction for network intrusion detection. | Yasir Hamid, Ludovic Journaux, John Aldo Lee, Lucile Sautot, Nabi Bushra, M. Sugumaran |
| 2017 | Predicting Time Series with Space-Time Convolutional and Recurrent Neural Networks. | Wolfgang Gro, Sascha Lange, Joschka Bdecker, Manuel Blum |
| 2017 | WiSARDrp for Change Detection in Video Sequences. | Massimo De Gregorio, Maurizio Giordano |
| 2017 | Piecewise-Bzier C1 smoothing on manifolds with application to wind field estimation. | Pierre-Yves Gousenbourger, Estelle M. Massart, Antoni Musolas, Pierre-Antoine Absil, Julien M. Hendrickx, Laurent Jacques, Youssef M. Marzouk |
| 2017 | Feature Relevance Bounds for Linear Classification. | Christina Gpfert, Lukas Pfannschmidt, Barbara Hammer |
| 2017 | High dimensionality voltammetric biosensor data processed with artificial neural networks. | Andreu Gonzlez-Calabuig, Georgina Faura, Manel del Valle |