| 2017 | Algorithmic challenges in big data analytics. | Vernica Boln-Canedo, Beatriz Remeseiro, Konstantinos Sechidis, David Martnez-Rego, Amparo Alonso-Betanzos |
| 2017 | A novel principle for causal inference in data with small error variance. | Patrick Blbaum, Shohei Shimizu, Takashi Washio |
| 2017 | Investigating optical transmission error correction using wavelet transforms. | Weam M. Binjumah, Alexey Redyuk, Rod Adams, Neil Davey, Yi Sun |
| 2017 | Biomedical data analysis in translational research: integration of expert knowledge and interpretable models. | Gyan Bhanot, Michael Biehl, Thomas Villmann, Dietlind Zhlke |
| 2017 | Bridging deep and kernel methods. | Llus Belanche, Marta R. Costa-juss |
| 2017 | Attention-based Information Fusion using Multi-Encoder-Decoder Recurrent Neural Networks. | Stephan Baier, Sigurd Spieckermann, Volker Tresp |
| 2017 | ELM Preference Learning for Physiological Data. | Davide Bacciu, Michele Colombo, Davide Morelli, David Plans |
| 2017 | Approximate operations in Convolutional Neural Networks with RNS data representation. | Valentina Arrigoni, Beatrice Rossi, Pasqualina Fragneto, Giuseppe Desoli |
| 2017 | Advanced query strategies for Active Learning with Extreme Learning Machines. | Anton Akusok, Emil Eirola, Yoan Mich, Andrey Gritsenko, Amaury Lendasse |
| 2017 | POKer: a Partial Order Kernel for Comparing Strings with Alternative Substrings. | Maryam Abdollahyan, Fabrizio Smeraldi |
| 2017 | Partition-wise Recurrent Neural Networks for Point-based AIS Trajectory Classification. | Xiang Jiang, Erico N. de Souza, Xuan Liu, Behrouz Haji Soleimani, Xiaoguang Wang, Daniel L. Silver, Stan Matwin |
| 2017 | A neuro-symbolic approach to GPS trajectory classification. | Diego Carvalho, Felipe M. G. Frana, Raul Barbosa, Douglas de O. Cardoso |
| 2016 | Neural fitted actor-critic. | Matthieu Zimmer, Yann Boniface, Alain Dutech |
| 2016 | Learning Embeddings for Completion and Prediction of Relationnal Multivariate Time-Series. | Ali Ziat, Gabriella Contardo, Nicolas Baskiotis, Ludovic Denoyer |
| 2016 | PSCEG: an unbiased parallel subspace clustering algorithm using exact grids. | Bo Zhu, Alberto Mozo, Bruno Ordozgoiti |
| 2016 | Spectral clustering and discriminant analysis for unsupervised feature selection. | Xiucai Ye, Kaiyang Ji, Tetsuya Sakurai |
| 2016 | Multispectral Pedestrian Detection using Deep Fusion Convolutional Neural Networks. | Jrg Wagner, Volker Fischer, Michael Herman, Sven Behnke |
| 2016 | Deep Learning Vector Quantization. | Harm de Vries, Roland Memisevic, Aaron C. Courville |
| 2016 | Bayesian semi non-negative matrix factorisation. | Albert Vilamala, Alfredo Vellido, Llus A. Belanche |
| 2016 | Sparse Least Squares Support Vector Machines via Multiresponse Sparse Regression. | David Clifte da S. Vieira, Ajalmar R. da Rocha Neto, Antonio Wendell De Oliveira Rodrigues |
| 2016 | Semantic Role Labelling for Robot Instructions using Echo State Networks. | Johannes Twiefel, Xavier Hinaut, Stefan Wermter |
| 2016 | Enhancing a social science model-building workflow with interactive visualisation. | Cagatay Turkay, Aidan Slingsby, Kaisa Lahtinen, Sarah Butt, Jason Dykes |
| 2016 | Gesture Recognition with a Convolutional Long Short-Term Memory Recurrent Neural Network. | Eleni Tsironi, Pablo V. A. Barros, Stefan Wermter |
| 2016 | Enhanced learning for agents in quantum-accessible environments. | Jacob M. Taylor, Hans J. Briegel, Vedran Dunjko |
| 2016 | Word Embeddings for Morphologically Rich Languages. | Pyry Takala |