| 2018 | Finding Probabilistic Rule Lists using the Minimum Description Length Principle. | John O. R. Aoga, Tias Guns, Siegfried Nijssen, Pierre Schaus |
| 2018 | Class Balanced Similarity-Based Instance Transfer Learning for Botnet Family Classification. | Basil Alothman, Helge Janicke, Suleiman Y. Yerima |
| 2018 | Author Tree-Structured Hierarchical Dirichlet Process. | Md. Hijbul Alam, Jaakko Peltonen, Jyrki Nummenmaa, Kalervo Jrvelin |
| 2018 | CF4CF-META: Hybrid Collaborative Filtering Algorithm Selection Framework. | Tiago Cunha, Carlos Soares, Andr C. P. L. F. de Carvalho |
| 2017 | Recursive Extraction of Modular Structure from Layered Neural Networks Using Variational Bayes Method. | Chihiro Watanabe, Kaoru Hiramatsu, Kunio Kashino |
| 2017 | Mining Strongly Closed Itemsets from Data Streams. | Daniel Trabold, Tams Horvth |
| 2017 | Evaluation of Different Heuristics for Accommodating Asymmetric Loss Functions in Regression. | Andrei Tolstikov, Frederik Janssen, Johannes Frnkranz |
| 2017 | Fusion Techniques for Named Entity Recognition and Word Sense Induction and Disambiguation. | Edmundo-Pavel Soriano-Morales, Julien Ah-Pine, Sabine Loudcher |
| 2017 | Real-Time Validation of Retail Gasoline Prices. | Mondelle Simeon, Howard J. Hamilton |
| 2017 | LOCANDA: Exploiting Causality in the Reconstruction of Gene Regulatory Networks. | Gianvito Pio, Michelangelo Ceci, Francesca Prisciandaro, Donato Malerba |
| 2017 | Feature Ranking for Multi-target Regression with Tree Ensemble Methods. | Matej Petkovic, Saso Dzeroski, Dragi Kocev |
| 2017 | Option Predictive Clustering Trees for Hierarchical Multi-label Classification. | Tomaz Stepisnik Perdih, Aljaz Osojnik, Saso Dzeroski, Dragi Kocev |
| 2017 | General Meta-Model Framework for Surrogate-Based Numerical Optimization. | Ziga Luksic, Jovan Tanevski, Saso Dzeroski, Ljupco Todorovski |
| 2017 | Discovering Minority Sub-clusters and Local Difficulty Factors from Imbalanced Data. | Mateusz Lango, Dariusz Brzezinski, Sebastian Firlik, Jerzy Stefanowski |
| 2017 | On a New Competence Measure Applied to the Dynamic Selection of Classifiers Ensemble. | Marek Kurzynski, Pawel Trajdos |
| 2017 | Extracting Mutually Dependent Multisets. | Natsuki Kiyota, Sho Shimamura, Kouichi Hirata |
| 2017 | Discovery of Salivary Gland Tumors' Biomarkers via Co-Regularized Sparse-Group Lasso. | Sultan Imangaliyev, Johannes H. Matse, Jan G. M. Bolscher, Ruud H. Brakenhoff, David T. W. Wong, Elisabeth Bloemena, Enno C. I. Veerman, Evgeni Levin |
| 2017 | Topic Extraction on Twitter Considering Author's Role Based on Bipartite Networks. | Takako Hashimoto, Tetsuji Kuboyama, Hiroshi Okamoto, Kilho Shin |
| 2017 | Re-training Deep Neural Networks to Facilitate Boolean Concept Extraction. | Camila Gonzlez, Eneldo Loza Menca, Johannes Frnkranz |
| 2017 | Differentially Private Empirical Risk Minimization with Input Perturbation. | Kazuto Fukuchi, Quang-Khai Tran, Jun Sakuma |
| 2017 | Context-Based Abrupt Change Detection and Adaptation for Categorical Data Streams. | Sarah D'Ettorre, Herna L. Viktor, Eric Paquet |
| 2017 | Multi-label Classification Using Random Label Subset Selections. | Martin Breskvar, Dragi Kocev, Saso Dzeroski |
| 2017 | Measuring the Inspiration Rate of Topics in Bibliographic Networks. | Livio Bioglio, Valentina Rho, Ruggero G. Pensa |
| 2017 | Discovering Hidden Knowledge in Carbon Emissions Data: A Multilayer Network Approach. | Kartikeya Bhardwaj, HingOn Miu, Radu Marculescu |
| 2017 | A New Adaptive Learning Algorithm and Its Application to Online Malware Detection. | Huynh Ngoc Anh, Wee Keong Ng, Kanishka Ariyapala |