| 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 | A Framework for Interpolating Scattered Data Using Space-Filling Curves. David John Weston |
| 2016 | A Hybrid Approach for Probabilistic Relational Models Structure Learning. Mouna Ben Ishak, Philippe Leray, Nahla Ben Amor |
| 2016 | A Mean-Field Variational Bayesian Approach to Detecting Overlapping Communities with Inner Roles Using Poisson Link Generation. Gianni Costa, Riccardo Ortale |
| 2016 | A Toolkit for Analysis of Deep Learning Experiments. Jim O'Donoghue, Mark Roantree |
| 2016 | Advances in Intelligent Data Analysis XV - 15th International Symposium, IDA 2016, Stockholm, Sweden, October 13-15, 2016, Proceedings Henrik Boström, Arno J. Knobbe, Carlos Soares, Panagiotis Papapetrou |
| 2016 | An Optimized k-NN Approach for Classification on Imbalanced Datasets with Missing Data. Ezgi Can Ozan, Ekaterina Riabchenko, Serkan Kiranyaz, Moncef Gabbouj |
| 2016 | Bi-stochastic Matrix Approximation Framework for Data Co-clustering. Lazhar Labiod, Mohamed Nadif |
| 2016 | Combining Boosted Trees with Metafeature Engineering for Predictive Maintenance. Vítor Cerqueira, Fábio Pinto, Cláudio Rebelo de Sá, Carlos Soares |
| 2016 | DGRMiner: Anomaly Detection and Explanation in Dynamic Graphs. Karel Vaculík, Lubos Popelínský |
| 2016 | DSCo-NG: A Practical Language Modeling Approach for Time Series Classification. Daoyuan Li, Tegawendé F. Bissyandé, Jacques Klein, Yves Le Traon |
| 2016 | Determining Data Relevance Using Semantic Types and Graphical Interpretation Cues. Eduardo Haruo Kamioka, André Freitas, Frederico Tommasi Caroli, Siegfried Handschuh |
| 2016 | Does Feature Selection Improve Classification? A Large Scale Experiment in OpenML. Martijn J. Post, Peter van der Putten, Jan N. van Rijn |
| 2016 | Estimating Sequence Similarity from Read Sets for Clustering Sequencing Data. Petr Rysavý, Filip Zelezný |
| 2016 | Explainable and Efficient Link Prediction in Real-World Network Data. Jesper E. van Engelen, Hanjo D. Boekhout, Frank W. Takes |
| 2016 | Feature Selection Issues in Long-Term Travel Time Prediction. Syed Murtaza Hassan, Luís Moreira-Matias, Jihed Khiari, Oded Cats |
| 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, Jörg Eberhard, Mohamed Omar |
| 2016 | IDA 2016 Industrial Challenge: Using Machine Learning for Predicting Failures. Camila Ferreira Costa, Mario A. Nascimento |
| 2016 | Learning from the News: Predicting Entity Popularity on Twitter. Pedro Saleiro, Carlos Soares |
| 2016 | Multi-scale Kernel PCA and Its Application to Curvelet-Based Feature Extraction for Mammographic Mass Characterization. Sami Dhahbi, Walid Barhoumi, Ezzeddine Zagrouba |
| 2016 | Obtaining Shape Descriptors from a Concave Hull-Based Clustering Algorithm. Christian Braune, Marco Dankel, Rudolf Kruse |
| 2016 | On the Impact of Data Set Size in Transfer Learning Using Deep Neural Networks. Deepak Soekhoe, Peter van der Putten, Aske Plaat |
| 2016 | Online Semi-supervised Learning for Multi-target Regression in Data Streams Using AMRules. Ricardo Teixeira Sousa, João Gama |
| 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 | Privacy-Awareness of Distributed Data Clustering Algorithms Revisited. Josenildo Costa da Silva, Matthias Klusch, Stefano Lodi |
| 2016 | Ranking Accuracy for Logistic-GEE Models. Nasser Davarzani, Ralf Peeters, Evgueni N. Smirnov, Joël M. H. Karel, Hans-Peter Brunner-La Rocca |
| 2016 | Sequential Cost-Sensitive Feature Acquisition. Gabriella Contardo, Ludovic Denoyer, Thierry Artières |
| 2016 | Similarity Based Hierarchical Clustering with an Application to Text Collections. Julien Ah-Pine, Xinyu Wang |
| 2016 | Spotting the Diffusion of New Psychoactive Substances over the Internet. Fabio Del Vigna, Marco Avvenuti, Clara Bacciu, Paolo Deluca, Marinella Petrocchi, Andrea Marchetti, Maurizio Tesconi |
| 2016 | Stability Evaluation of Event Detection Techniques for Twitter. Andreas Weiler, Jöran Beel, Bela Gipp, Michael Grossniklaus |
| 2016 | The Morality Machine: Tracking Moral Values in Tweets. Livia Teernstra, Peter van der Putten, Liesbeth Noordegraaf-Eelens, Fons J. Verbeek |
| 2016 | The Optimistic Method for Model Estimation. James Brofos, Rui Shu, Frank Zhang |
| 2016 | Unsupervised Relation Extraction in Specialized Corpora Using Sequence Mining. Kata Gábor, Haïfa Zargayouna, Isabelle Tellier, Davide Buscaldi, Thierry Charnois |
| 2016 | Visual Perception of Discriminative Landmarks in Classified Time Series. Tobias Sobek, Frank Höppner |
| 2016 | Vote Buying Detection via Independent Component Analysis. Antonio Neme, Omar Neme |
| 2016 | Weakly-Supervised Symptom Recognition for Rare Diseases in Biomedical Text. Pierre Holat, Nadi Tomeh, Thierry Charnois, Delphine Battistelli, Marie-Christine Jaulent, Jean-Philippe Métivier |
| 2016 | Widened Learning of Bayesian Network Classifiers. Oliver R. Sampson, Michael R. Berthold |