Abstract is missing.
- Context-Based Abrupt Change Detection and Adaptation for Categorical Data StreamsSarah D'Ettorre, Herna L. Viktor, Eric Paquet. 3-17 [doi]
- A New Adaptive Learning Algorithm and Its Application to Online Malware DetectionHuynh Ngoc Anh, Wee Keong Ng, Kanishka Ariyapala. 18-32 [doi]
- Real-Time Validation of Retail Gasoline PricesMondelle Simeon, Howard J. Hamilton. 33-47 [doi]
- General Meta-Model Framework for Surrogate-Based Numerical OptimizationZiga Luksic, Jovan Tanevski, Saso Dzeroski, Ljupco Todorovski. 51-66 [doi]
- Evaluation of Different Heuristics for Accommodating Asymmetric Loss Functions in RegressionAndrei Tolstikov, Frederik Janssen, Johannes Fürnkranz. 67-81 [doi]
- Differentially Private Empirical Risk Minimization with Input PerturbationKazuto Fukuchi, Quang-Khai Tran, Jun Sakuma. 82-90 [doi]
- On a New Competence Measure Applied to the Dynamic Selection of Classifiers EnsembleMarek Kurzynski, Pawel Trajdos. 93-107 [doi]
- Multi-label Classification Using Random Label Subset SelectionsMartin Breskvar, Dragi Kocev, Saso Dzeroski. 108-115 [doi]
- Option Predictive Clustering Trees for Hierarchical Multi-label ClassificationTomaz Stepisnik Perdih, Aljaz Osojnik, Saso Dzeroski, Dragi Kocev. 116-123 [doi]
- Re-training Deep Neural Networks to Facilitate Boolean Concept ExtractionCamila González, Eneldo Loza Mencía, Johannes Fürnkranz. 127-143 [doi]
- An In-Depth Experimental Comparison of RNTNs and CNNs for Sentence ModelingZahra Ahmadi, Marcin Skowron, Aleksandrs Stier, Stefan Kramer 0001. 144-152 [doi]
- Improving Classification Accuracy by Means of the Sliding Window Method in Consistency-Based Feature SelectionAdrian Pino Angulo, Kilho Shin. 155-170 [doi]
- Feature Ranking for Multi-target Regression with Tree Ensemble MethodsMatej Petkovic, Saso Dzeroski, Dragi Kocev. 171-185 [doi]
- Recommending Collaborative Filtering Algorithms Using Subsampling LandmarkersTiago Cunha 0001, Carlos Soares, André C. P. L. F. de Carvalho. 189-203 [doi]
- Recursive Extraction of Modular Structure from Layered Neural Networks Using Variational Bayes MethodChihiro Watanabe, Kaoru Hiramatsu, Kunio Kashino. 207-222 [doi]
- Discovering Hidden Knowledge in Carbon Emissions Data: A Multilayer Network ApproachKartikeya Bhardwaj, HingOn Miu, Radu Marculescu. 223-238 [doi]
- Topic Extraction on Twitter Considering Author's Role Based on Bipartite NetworksTakako Hashimoto, Tetsuji Kuboyama, Hiroshi Okamoto, Kilho Shin. 239-247 [doi]
- Mining Strongly Closed Itemsets from Data StreamsDaniel Trabold, Tamás Horváth. 251-266 [doi]
- Extracting Mutually Dependent MultisetsNatsuki Kiyota, Sho Shimamura, Kouichi Hirata. 267-280 [doi]
- LOCANDA: Exploiting Causality in the Reconstruction of Gene Regulatory NetworksGianvito Pio, Michelangelo Ceci, Francesca Prisciandaro, Donato Malerba. 283-297 [doi]
- Discovery of Salivary Gland Tumors' Biomarkers via Co-Regularized Sparse-Group LassoSultan Imangaliyev, Johannes H. Matse, Jan G. M. Bolscher, Ruud H. Brakenhoff, David T. W. Wong, Elisabeth Bloemena, Enno C. I. Veerman, Evgeni Levin. 298-305 [doi]
- Measuring the Inspiration Rate of Topics in Bibliographic NetworksLivio Bioglio, Valentina Rho, Ruggero G. Pensa. 309-323 [doi]
- Discovering Minority Sub-clusters and Local Difficulty Factors from Imbalanced DataMateusz Lango, Dariusz Brzezinski, Sebastian Firlik, Jerzy Stefanowski. 324-339 [doi]
- Fusion Techniques for Named Entity Recognition and Word Sense Induction and DisambiguationEdmundo-Pavel Soriano-Morales, Julien Ah-Pine, Sabine Loudcher. 340-355 [doi]