| 2016 | On the Impact of Data Set Size in Transfer Learning Using Deep Neural Networks. | Deepak Soekhoe, Peter van der Putten, Aske Plaat |
| 2016 | Visual Perception of Discriminative Landmarks in Classified Time Series. | Tobias Sobek, Frank Hppner |
| 2016 | Privacy-Awareness of Distributed Data Clustering Algorithms Revisited. | Josenildo Costa da Silva, Matthias Klusch, Stefano Lodi |
| 2016 | Widened Learning of Bayesian Network Classifiers. | Oliver R. Sampson, Michael R. Berthold |
| 2016 | Learning from the News: Predicting Entity Popularity on Twitter. | Pedro Saleiro, Carlos Soares |
| 2016 | Estimating Sequence Similarity from Read Sets for Clustering Sequencing Data. | Petr Rysav, Filip Zelezn |
| 2016 | Does Feature Selection Improve Classification? A Large Scale Experiment in OpenML. | Martijn J. Post, Peter van der Putten, Jan N. van Rijn |
| 2016 | An Optimized k-NN Approach for Classification on Imbalanced Datasets with Missing Data. | Ezgi Can Ozan, Ekaterina Riabchenko, Serkan Kiranyaz, Moncef Gabbouj |
| 2016 | A Toolkit for Analysis of Deep Learning Experiments. | Jim O'Donoghue, Mark Roantree |
| 2016 | Vote Buying Detection via Independent Component Analysis. | Antonio Neme, Omar Neme |
| 2016 | DSCo-NG: A Practical Language Modeling Approach for Time Series Classification. | Daoyuan Li, Tegawend F. Bissyand, Jacques Klein, Yves Le Traon |
| 2016 | Bi-stochastic Matrix Approximation Framework for Data Co-clustering. | Lazhar Labiod, Mohamed Nadif |
| 2016 | HAUCA Curves for the Evaluation of Biomarker Pilot Studies with Small Sample Sizes and Large Numbers of Features. | Frank Klawonn, Junxi Wang, Ina Koch, Jrg Eberhard, Mohamed Omar |
| 2016 | Determining Data Relevance Using Semantic Types and Graphical Interpretation Cues. | Eduardo Haruo Kamioka, Andr Freitas, Frederico Tommasi Caroli, Siegfried Handschuh |
| 2016 | A Hybrid Approach for Probabilistic Relational Models Structure Learning. | Mouna Ben Ishak, Philippe Leray, Nahla Ben Amor |
| 2016 | Weakly-Supervised Symptom Recognition for Rare Diseases in Biomedical Text. | Pierre Holat, Nadi Tomeh, Thierry Charnois, Delphine Battistelli, Marie-Christine Jaulent, Jean-Philippe Mtivier |
| 2016 | Feature Selection Issues in Long-Term Travel Time Prediction. | Syed Murtaza Hassan, Lus Moreira-Matias, Jihed Khiari, Oded Cats |
| 2016 | Prediction of Failures in the Air Pressure System of Scania Trucks Using a Random Forest and Feature Engineering. | Christopher Gondek, Daniel Hafner, Oliver R. Sampson |
| 2016 | A First Step Toward Quantifying the Climate's Information Production over the Last 68, 000 Years. | Joshua Garland, Tyler R. Jones, Elizabeth Bradley, Ryan G. James, James W. C. White |
| 2016 | Unsupervised Relation Extraction in Specialized Corpora Using Sequence Mining. | Kata Gbor, Hafa Zargayouna, Isabelle Tellier, Davide Buscaldi, Thierry Charnois |
| 2016 | Explainable and Efficient Link Prediction in Real-World Network Data. | Jesper E. van Engelen, Hanjo D. Boekhout, Frank W. Takes |
| 2016 | Multi-scale Kernel PCA and Its Application to Curvelet-Based Feature Extraction for Mammographic Mass Characterization. | Sami Dhahbi, Walid Barhoumi, Ezzeddine Zagrouba |
| 2016 | Ranking Accuracy for Logistic-GEE Models. | Nasser Davarzani, Ralf Peeters, Evgueni N. Smirnov, Jol M. H. Karel, Hans-Peter Brunner-La Rocca |
| 2016 | A Mean-Field Variational Bayesian Approach to Detecting Overlapping Communities with Inner Roles Using Poisson Link Generation. | Gianni Costa, Riccardo Ortale |
| 2016 | IDA 2016 Industrial Challenge: Using Machine Learning for Predicting Failures. | Camila Ferreira Costa, Mario A. Nascimento |