| 2016 | Recognizing Family, Genus, and Species of Anuran Using a Hierarchical Classification Approach. | Juan Gabriel Colonna, Joo Gama, Eduardo Freire Nakamura |
| 2016 | Ensemble Diversity in Evolving Data Streams. | Dariusz Brzezinski, Jerzy Stefanowski |
| 2016 | Local Subgroup Discovery for Eliciting and Understanding New Structure-Odor Relationships. | Guillaume Bosc, Jrme Golebiowski, Moustafa Bensafi, Cline Robardet, Marc Plantevit, Jean-Franois Boulicaut, Mehdi Kaytoue |
| 2016 | STIFE: A Framework for Feature-Based Classification of Sequences of Temporal Intervals. | Leon Bornemann, Jason Lecerf, Panagiotis Papapetrou |
| 2016 | Predicting Bug-Fix Time: Using Standard Versus Topic-Based Text Categorization Techniques. | Pasquale Ardimento, Massimo Bilancia, Stefano Monopoli |
| 2016 | Exploiting Spatial Correlation of Spectral Signature for Training Data Selection in Hyperspectral Image Classification. | Annalisa Appice, Pietro Guccione |
| 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 |
| 2015 | Enumerating Maximal Clique Sets with Pseudo-Clique Constraint. | Hongjie Zhai, Makoto Haraguchi, Yoshiaki Okubo, Etsuji Tomita |
| 2015 | Tree PCA for Extracting Dominant Substructures from Labeled Rooted Trees. | Tomoya Yamazaki, Akihiro Yamamoto, Tetsuji Kuboyama |
| 2015 | KeCo: Kernel-Based Online Co-agreement Algorithm. | Laurens Wiel, Tom Heskes, Evgeni Levin |
| 2015 | Canonical Correlation Methods for Exploring Microbe-Environment Interactions in Deep Subsurface. | Viivi Uurtio, Malin Bomberg, Kristian Nybo, Merja Itvaara, Juho Rousu |
| 2015 | Benchmarking Stream Clustering for Churn Detection in Dynamic Networks. | Serdar Baran Tatar, Andrew R. McIntyre, Nur Zincir-Heywood, Malcolm I. Heywood |
| 2015 | An Algorithm for Influence Maximization in a Two-Terminal Series Parallel Graph and its Application to a Real Network. | Koji Tabata, Atsuyoshi Nakamura, Mineichi Kudo |
| 2015 | On the Feasibility of Discovering Meta-Patterns from a Data Ensemble. | Einoshin Suzuki |
| 2015 | Evaluating the Effectiveness of Hashtags as Predictors of the Sentiment of Tweets. | Credell Simeon, Robert J. Hilderman |
| 2015 | Hierarchical Multidimensional Classification of Web Documents with MultiWebClass. | Francesco Serafino, Gianvito Pio, Michelangelo Ceci, Donato Malerba |
| 2015 | Predicting Protein Function and Protein-Ligand Interaction with the 3D Neighborhood Kernel. | Leander Schietgat, Thomas Fannes, Jan Ramon |
| 2015 | Dr. Inventor Framework: Extracting Structured Information from Scientific Publications. | Francesco Ronzano, Horacio Saggion |
| 2015 | Predicting Drugs Adverse Side-Effects Using a Recommender-System. | Diogo Pinto, Pedro Costa, Rui Camacho, Vtor Santos Costa |
| 2015 | Periodical Skeletonization for Partially Periodic Pattern Mining. | Keisuke Otaki, Akihiro Yamamoto |
| 2015 | Multi-label Classification via Multi-target Regression on Data Streams. | Aljaz Osojnik, Pance Panov, Saso Dzeroski |
| 2015 | Change Point Detection for Information Diffusion Tree. | Kouzou Ohara, Kazumi Saito, Masahiro Kimura, Hiroshi Motoda |
| 2015 | Detecting Transmembrane Proteins Using Decision Trees. | Mohammad Hossein Nikravan, Ashwani Kumar, Sandra Zilles |
| 2015 | Geo-Coordinated Parallel Coordinates (GCPC): A Case Study of Environmental Data Analysis. | Maha El Meseery, Orland Hoeber |