| 2016 | One-Class SVM with Privileged Information and Its Application to Malware Detection. | Evgeny Burnaev, Dmitry Smolyakov |
| 2016 | Causal Inference by Compression. | Kailash Budhathoki, Jilles Vreeken |
| 2016 | Inference of Partial Canonical Correlation Networks with Application to Stock Market Portfolio Selection. | Gregory Breard, Natallia Katenka |
| 2016 | Exploiting a Determinant-Based Metric to Evaluate a Word-Embeddings Matrix of Items. | Ludovico Boratto, Salvatore Carta, Gianni Fenu, Roberto Saia |
| 2016 | A Theoretical Analysis of the Fuzzy K-Means Problem. | Johannes Blmer, Sascha Brauer, Kathrin Bujna |
| 2016 | ADAGIO: Fast Data-Aware Near-Isometric Linear Embeddings. | Jaroslaw Blasiok, Charalampos E. Tsourakakis |
| 2016 | EXTRACT: Strong Examples from Weakly-Labeled Sensor Data. | Davis W. Blalock, John V. Guttag |
| 2016 | What Drives Consumer Choices? Mining Aspects and Opinions on Large Scale Review Data Using Distributed Representation of Words. | Kasturi Bhattacharjee, Linda R. Petzold |
| 2016 | Database Integrated Analytics Using R: Initial Experiences with SQL-Server + R. | Josep Lluis Berral, Nicols Poggi |
| 2016 | Construction of a Semi-Naive Model to Predict Early Readmission of COPD Patients by Using Quality Care Information. | Pablo Bermejo, Jos A. Gmez, Jos M. Puerta, Marco A. Esquivias, Pedro J. Trraga |
| 2016 | Unsupervised Exceptional Attributed Sub-Graph Mining in Urban Data. | Ahmed Anes Bendimerad, Marc Plantevit, Cline Robardet |
| 2016 | Hierarchical Aggregation Approach for Distributed Clustering of Spatial Datasets. | Malika Bendechache, Nhien-An Le-Khac, M. Tahar Kechadi |
| 2016 | Graph-Based Term Weighting Scheme for Topic Modeling. | Giannis Bekoulis, Franois Rousseau |
| 2016 | DESQ: Frequent Sequence Mining with Subsequence Constraints. | Kaustubh Beedkar, Rainer Gemulla |
| 2016 | Asynchronous Multi-task Learning. | Inci M. Baytas, Ming Yan, Anil K. Jain, Jiayu Zhou |
| 2016 | MoCham: Robust Hierarchical Clustering Based on Multi-objective Optimization. | Toms Barton, Tomas Bruna, Pavel Kordk |
| 2016 | Mining the Dark Web: Drugs and Fake Ids. | Andres Baravalle, Mauro Sanchez Lopez, Sin Wee Lee |
| 2016 | Uncertainty Aware Clustering for Behaviour in Enterprise Networks. | Maha Bakoben, Niall M. Adams, Anthony Bellotti |
| 2016 | Scalable Online-Offline Stream Clustering in Apache Spark. | Omar Backhoff, Eirini Ntoutsi |
| 2016 | A Graph-Based Approach to Spatiotemporal Event Sequence Mining. | Berkay Aydin, Rafal A. Angryk |
| 2016 | Detecting Performance Degradation of Software-Intensive Systems in the Presence of Trends and Long-Range Dependence. | Alexey Artemov, Evgeny Burnaev |
| 2016 | A Combinatorial Approach to Role Discovery. | Albert Arockiasamy, Aristides Gionis, Nikolaj Tatti |
| 2016 | Mining the Opinionated Web: Classification and Detection of Aspect Contexts for Aspect Based Sentiment Analysis. | Oscar Araque, Ganggao Zhu, Manuel Garca-Amado, Carlos Angel Iglesias |
| 2016 | Historical Data Integration a Study of WWI Canadian Soldiers. | Luiza Antonie, Harshavardhan Gadgil, Gary William Grewal, Kris Inwood |
| 2016 | Segmenting Sequences of Node-Labeled Graphs. | Sorour E. Amiri, Liangzhe Chen, B. Aditya Prakash |