| 2016 | A Comparison of Different Data Transformation Approaches in the Feature Ranking Context. Matej Petkovic, Pance Panov, Saso Dzeroski |
| 2016 | A Framework for Classification in Data Streams Using Multi-strategy Learning. Ali Pesaranghader, Herna L. Viktor, Eric Paquet |
| 2016 | A Semi-supervised Approach to Measuring User Privacy in Online Social Networks. Ruggero G. Pensa, Gianpiero di Blasi |
| 2016 | Accelerating Computation of Distance Based Centrality Measures for Spatial Networks. Kouzou Ohara, Kazumi Saito, Masahiro Kimura, Hiroshi Motoda |
| 2016 | Anomaly Detection in Networks with Temporal Information. Fabrizio Angiulli, Fabio Fassetti, Estela Narvaez |
| 2016 | Approximating Numeric Role Fillers via Predictive Clustering Trees for Knowledge Base Enrichment in the Web of Data. Giuseppe Rizzo, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito |
| 2016 | DeepRED - Rule Extraction from Deep Neural Networks. Jan Ruben Zilke, Eneldo Loza Mencía, Frederik Janssen |
| 2016 | Discovery Science - 19th International Conference, DS 2016, Bari, Italy, October 19-21, 2016, Proceedings Toon Calders, Michelangelo Ceci, Donato Malerba |
| 2016 | Early Random Shapelet Forest. Isak Karlsson, Panagiotis Papapetrou, Henrik Boström |
| 2016 | Ensemble Diversity in Evolving Data Streams. Dariusz Brzezinski, Jerzy Stefanowski |
| 2016 | Evolution Analysis of Call Ego-Networks. Shazia Tabassum, João Gama |
| 2016 | Exceptional Preferences Mining. Cláudio Rebelo de Sá, Wouter Duivesteijn, Carlos Soares, Arno J. Knobbe |
| 2016 | Expect the Unexpected - On the Significance of Subgroups. Matthijs van Leeuwen, Antti Ukkonen |
| 2016 | Exploiting Spatial Correlation of Spectral Signature for Training Data Selection in Hyperspectral Image Classification. Annalisa Appice, Pietro Guccione |
| 2016 | HSIM: A Supervised Imputation Method for Hierarchical Classification Scenario. Leandro Galvão, Luiz H. C. Merschmann |
| 2016 | InterSet: Interactive Redescription Set Exploration. Matej Mihelcic, Tomislav Smuc |
| 2016 | Learning Ensembles of Process-Based Models by Bagging of Random Library Samples. Nikola Simidjievski, Ljupco Todorovski, Saso Dzeroski |
| 2016 | Ligand Affinity Prediction with Multi-pattern Kernels. Katrin Ullrich, Jennifer Mack, Pascal Welke |
| 2016 | Local Subgroup Discovery for Eliciting and Understanding New Structure-Odor Relationships. Guillaume Bosc, Jérôme Golebiowski, Moustafa Bensafi, Céline Robardet, Marc Plantevit, Jean-François Boulicaut, Mehdi Kaytoue |
| 2016 | Min-Hashing for Probabilistic Frequent Subtree Feature Spaces. Pascal Welke, Tamás Horváth, Stefan Wrobel |
| 2016 | On Selection Bias with Imbalanced Classes. Gert Jacobusse, Cor J. Veenman |
| 2016 | On Using Temporal Networks to Analyze User Preferences Dynamics. Fabíola Souza F. Pereira, Sandra de Amo, João Gama |
| 2016 | Option Predictive Clustering Trees for Multi-target Regression. Aljaz Osojnik, Saso Dzeroski, Dragi Kocev |
| 2016 | Predicting Bug-Fix Time: Using Standard Versus Topic-Based Text Categorization Techniques. Pasquale Ardimento, Massimo Bilancia, Stefano Monopoli |
| 2016 | Predicting Cargo Train Failures: A Machine Learning Approach for a Lightweight Prototype. Sebastian Kauschke, Johannes Fürnkranz, Frederik Janssen |
| 2016 | Predicting Wildfires - Propositional and Relational Spatio-Temporal Pre-processing Approaches. Mariana Oliveira, Luís Torgo, Vítor Santos Costa |
| 2016 | Recognizing Family, Genus, and Species of Anuran Using a Hierarchical Classification Approach. Juan Gabriel Colonna, João Gama, Eduardo Freire Nakamura |
| 2016 | STIFE: A Framework for Feature-Based Classification of Sequences of Temporal Intervals. Leon Bornemann, Jason Lecerf, Panagiotis Papapetrou |
| 2016 | Shorter Rules Are Better, Aren't They? Julius Stecher, Frederik Janssen, Johannes Fürnkranz |
| 2016 | Soft Kernel Target Alignment for Two-Stage Multiple Kernel Learning. Huibin Shen, Sándor Szedmák, Céline Brouard, Juho Rousu |
| 2016 | Unsupervised Anomaly Detection in Noisy Business Process Event Logs Using Denoising Autoencoders. Timo Nolle, Alexander Seeliger, Max Mühlhäuser |