| 2018 | Interactive dimensionality reduction of large datasets using interpolation. | Ignacio Daz Blanco, Daniel Prez, Abel Alberto Cuadrado Vega, Diego Garca-Prez, Manuel Domnguez-Gonzlez |
| 2018 | Machine learning and data analysis in astroinformatics. | Michael Biehl, Kerstin Bunte, Giuseppe Longo, Peter Tio |
| 2018 | Multi-omics data integration using cross-modal neural networks. | Ioana Bica, Petar Velickovic, Hui Xiao |
| 2018 | Finding the most interpretable MDS rotation for sparse linear models based on external features. | Adrien Bibal, Rebecca Marion, Benot Frnay |
| 2018 | Bidirectional deep-readout echo state networks. | Filippo Maria Bianchi, Simone Scardapane, Sigurd Lkse, Robert Jenssen |
| 2018 | Learning compressed representations of blood samples time series with missing data. | Filippo Maria Bianchi, Karl yvind Mikalsen, Robert Jenssen |
| 2018 | Bioinformatics and medicine in the era of deep learning. | Davide Bacciu, Paulo Lisboa, Jos D. Martn, Ruxandra Stoean, Alfredo Vellido |
| 2018 | Mixture of Hidden Markov Model as Tree Encoder. | Davide Bacciu, Daniele Castellana |
| 2018 | interpretation of convolutional neural networks for speech regression from electrocorticography. | Miguel Angrick, Christian Herff, Garett D. Johnson, Jerry J. Shih, Dean J. Krusienski, Tanja Schultz |
| 2018 | Interpreting deep learning models for ordinal problems. | Jos Pereira Amorim, Ins Domingues, Pedro Henriques Abreu, Joo A. M. Santos |
| 2018 | An extension of nonstationary fuzzy sets to heteroskedastic fuzzy time series. | Marcos Antonio Alves, Petrnio Cndido de Lima e Silva, Carlos Alberto Severiano Junior, Gustavo Linhares Vieira, Frederico Gadelha Guimares, Hossein Javedani Sadaei |
| 2018 | Surprisal-based activation in recurrent neural networks. | Tayfun Alpay, Fares Abawi, Stefan Wermter |
| 2017 | Learning human behaviors and lifestyle by capturing temporal relations in mobility patterns. | Eyal Ben Zion, Boaz Lerner |
| 2017 | Myoelectrical signal classification based on S transform and two-directional 2DPCA. | Hong-Bo Xie, Hui Liu |
| 2017 | Random projection initialization for deep neural networks. | Piotr Iwo Wjcik, Marcin Kurdziel |
| 2017 | Learning Semantic Prediction using Pretrained Deep Feedforward Networks. | Jrg Wagner, Volker Fischer, Michael Herman, Sven Behnke |
| 2017 | A decision support system based on cellular automata to help the control of late blight in tomato cultures. | Gizelle Kupac Vianna, Gustavo Sucupira Oliveira, Gabriel Vargas Cunha |
| 2017 | Real-time convolutional networks for sonar image classification in low-power embedded systems. | Matias Valdenegro-Toro |
| 2017 | Reducing variance due to importance weighting in covariate shift bias correction. | Van-Tinh Tran, Alex Aussem |
| 2017 | The Conjunctive Disjunctive Node Kernel. | Dinh Tran-Van, Alessandro Sperduti, Fabrizio Costa |
| 2017 | Anomaly detection and characterization in smart card logs using NMF and Tweets. | Emeric Tonnelier, Nicolas Baskiotis, Vincent Guigue, Patrick Gallinari |
| 2017 | Fisher memory of linear Wigner echo state networks. | Peter Tio |
| 2017 | Feature Extraction and Learning for RSSI based Indoor Device Localization. | Stavros Timotheatos, Grigorios Tsagkatakis, Panagiotis Tsakalides, Panos E. Trahanias |
| 2017 | Hierarchical Combination of Video Features for Personalised Pain Level Recognition. | Patrick Thiam, Viktor Kessler, Friedhelm Schwenker |
| 2017 | Scholar Performance Prediction using Boosted Regression Trees Techniques. | Bernardo Stearns, Fbio Medeiros Rangel, Flavio Rangel, Fabrcio Firmino de Faria, Jonice Oliveira |