| 2017 | A New Adaptive Learning Algorithm and Its Application to Online Malware Detection. Huynh Ngoc Anh, Wee Keong Ng, Kanishka Ariyapala |
| 2017 | An In-Depth Experimental Comparison of RNTNs and CNNs for Sentence Modeling. Zahra Ahmadi, Marcin Skowron, Aleksandrs Stier, Stefan Kramer |
| 2017 | Context-Based Abrupt Change Detection and Adaptation for Categorical Data Streams. Sarah D'Ettorre, Herna L. Viktor, Eric Paquet |
| 2017 | Differentially Private Empirical Risk Minimization with Input Perturbation. Kazuto Fukuchi, Quang-Khai Tran, Jun Sakuma |
| 2017 | Discovering Hidden Knowledge in Carbon Emissions Data: A Multilayer Network Approach. Kartikeya Bhardwaj, HingOn Miu, Radu Marculescu |
| 2017 | Discovering Minority Sub-clusters and Local Difficulty Factors from Imbalanced Data. Mateusz Lango, Dariusz Brzezinski, Sebastian Firlik, Jerzy Stefanowski |
| 2017 | Discovery Science - 20th International Conference, DS 2017, Kyoto, Japan, October 15-17, 2017, Proceedings Akihiro Yamamoto, Takuya Kida, Takeaki Uno, Tetsuji Kuboyama |
| 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 | Evaluation of Different Heuristics for Accommodating Asymmetric Loss Functions in Regression. Andrei Tolstikov, Frederik Janssen, Johannes Fürnkranz |
| 2017 | Extracting Mutually Dependent Multisets. Natsuki Kiyota, Sho Shimamura, Kouichi Hirata |
| 2017 | Feature Ranking for Multi-target Regression with Tree Ensemble Methods. Matej Petkovic, Saso Dzeroski, Dragi Kocev |
| 2017 | Fusion Techniques for Named Entity Recognition and Word Sense Induction and Disambiguation. Edmundo-Pavel Soriano-Morales, Julien Ah-Pine, Sabine Loudcher |
| 2017 | General Meta-Model Framework for Surrogate-Based Numerical Optimization. Ziga Luksic, Jovan Tanevski, Saso Dzeroski, Ljupco Todorovski |
| 2017 | Improving Classification Accuracy by Means of the Sliding Window Method in Consistency-Based Feature Selection. Adrian Pino Angulo, Kilho Shin |
| 2017 | LOCANDA: Exploiting Causality in the Reconstruction of Gene Regulatory Networks. Gianvito Pio, Michelangelo Ceci, Francesca Prisciandaro, Donato Malerba |
| 2017 | Measuring the Inspiration Rate of Topics in Bibliographic Networks. Livio Bioglio, Valentina Rho, Ruggero G. Pensa |
| 2017 | Mining Strongly Closed Itemsets from Data Streams. Daniel Trabold, Tamás Horváth |
| 2017 | Multi-label Classification Using Random Label Subset Selections. Martin Breskvar, Dragi Kocev, Saso Dzeroski |
| 2017 | On a New Competence Measure Applied to the Dynamic Selection of Classifiers Ensemble. Marek Kurzynski, Pawel Trajdos |
| 2017 | Option Predictive Clustering Trees for Hierarchical Multi-label Classification. Tomaz Stepisnik Perdih, Aljaz Osojnik, Saso Dzeroski, Dragi Kocev |
| 2017 | Re-training Deep Neural Networks to Facilitate Boolean Concept Extraction. Camila González, Eneldo Loza Mencía, Johannes Fürnkranz |
| 2017 | Real-Time Validation of Retail Gasoline Prices. Mondelle Simeon, Howard J. Hamilton |
| 2017 | Recommending Collaborative Filtering Algorithms Using Subsampling Landmarkers. Tiago Cunha, Carlos Soares, André 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 | Topic Extraction on Twitter Considering Author's Role Based on Bipartite Networks. Takako Hashimoto, Tetsuji Kuboyama, Hiroshi Okamoto, Kilho Shin |