| 2017 | Improving Classification Accuracy by Means of the Sliding Window Method in Consistency-Based Feature Selection. | Adrian Pino Angulo, Kilho Shin |
| 2017 | An In-Depth Experimental Comparison of RNTNs and CNNs for Sentence Modeling. | Zahra Ahmadi, Marcin Skowron, Aleksandrs Stier, Stefan Kramer |
| 2017 | Recommending Collaborative Filtering Algorithms Using Subsampling Landmarkers. | Tiago Cunha, Carlos Soares, Andr C. P. L. F. de Carvalho |
| 2016 | DeepRED - Rule Extraction from Deep Neural Networks. | Jan Ruben Zilke, Eneldo Loza Menca, Frederik Janssen |
| 2016 | Min-Hashing for Probabilistic Frequent Subtree Feature Spaces. | Pascal Welke, Tams Horvth, Stefan Wrobel |
| 2016 | Ligand Affinity Prediction with Multi-pattern Kernels. | Katrin Ullrich, Jennifer Mack, Pascal Welke |
| 2016 | Evolution Analysis of Call Ego-Networks. | Shazia Tabassum, Joo Gama |
| 2016 | Shorter Rules Are Better, Aren't They? | Julius Stecher, Frederik Janssen, Johannes Frnkranz |
| 2016 | Learning Ensembles of Process-Based Models by Bagging of Random Library Samples. | Nikola Simidjievski, Ljupco Todorovski, Saso Dzeroski |
| 2016 | Soft Kernel Target Alignment for Two-Stage Multiple Kernel Learning. | Huibin Shen, Sndor Szedmk, Cline Brouard, Juho Rousu |
| 2016 | Exceptional Preferences Mining. | Cludio Rebelo de S, Wouter Duivesteijn, Carlos Soares, Arno J. Knobbe |
| 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 | On Using Temporal Networks to Analyze User Preferences Dynamics. | Fabola Souza F. Pereira, Sandra de Amo, Joo Gama |
| 2016 | A Semi-supervised Approach to Measuring User Privacy in Online Social Networks. | Ruggero G. Pensa, Gianpiero di Blasi |
| 2016 | Option Predictive Clustering Trees for Multi-target Regression. | Aljaz Osojnik, Saso Dzeroski, Dragi Kocev |
| 2016 | Predicting Wildfires - Propositional and Relational Spatio-Temporal Pre-processing Approaches. | Mariana Oliveira, Lus Torgo, Vtor Santos Costa |
| 2016 | Accelerating Computation of Distance Based Centrality Measures for Spatial Networks. | Kouzou Ohara, Kazumi Saito, Masahiro Kimura, Hiroshi Motoda |
| 2016 | Unsupervised Anomaly Detection in Noisy Business Process Event Logs Using Denoising Autoencoders. | Timo Nolle, Alexander Seeliger, Max Mhlhuser |
| 2016 | InterSet: Interactive Redescription Set Exploration. | Matej Mihelcic, Tomislav Smuc |
| 2016 | Expect the Unexpected - On the Significance of Subgroups. | Matthijs van Leeuwen, Antti Ukkonen |
| 2016 | Predicting Cargo Train Failures: A Machine Learning Approach for a Lightweight Prototype. | Sebastian Kauschke, Johannes Frnkranz, Frederik Janssen |
| 2016 | Early Random Shapelet Forest. | Isak Karlsson, Panagiotis Papapetrou, Henrik Bostrm |
| 2016 | On Selection Bias with Imbalanced Classes. | Gert Jacobusse, Cor J. Veenman |
| 2016 | HSIM: A Supervised Imputation Method for Hierarchical Classification Scenario. | Leandro Galvo, Luiz H. C. Merschmann |