| 2017 | Dependency Anomaly Detection for Heterogeneous Time Series: A Granger-Lasso Approach. | Sahar Behzadi, Katerina Hlavckov-Schindler, Claudia Plant |
| 2017 | A Deep Transfer Learning Approach for Improved Post-Traumatic Stress Disorder Diagnosis. | Debrup Banerjee, Kazi Aminul Islam, Gang Mei, Lemin Xiao, Guangfan Zhang, Roger Xu, Shuiwang Ji, Jiang Li |
| 2017 | Hierarchical Multinomial-Dirichlet Model for the Estimation of Conditional Probability Tables. | Laura Azzimonti, Giorgio Corani, Marco Zaffalon |
| 2017 | Top-(R%, K) Spatiotemporal Event Sequence Mining. | Berkay Aydin, Ahmet Kk, Soukaina Filali Boubrahimi, Rafal A. Angryk |
| 2017 | Split Miner: Discovering Accurate and Simple Business Process Models from Event Logs. | Adriano Augusto, Raffaele Conforti, Marlon Dumas, Marcello La Rosa |
| 2017 | Co-Training for Demographic Classification Using Deep Learning from Label Proportions. | Ehsan Mohammady Ardehaly, Aron Culotta |
| 2017 | Mining the Demographics of Political Sentiment from Twitter Using Learning from Label Proportions. | Ehsan Mohammady Ardehaly, Aron Culotta |
| 2017 | TensorCast: Forecasting with Context Using Coupled Tensors (Best Paper Award). | Miguel Ramos de Araujo, Pedro Manuel Pinto Ribeiro, Christos Faloutsos |
| 2017 | Aspect Sentiment Model for Micro Reviews. | Reinald Kim Amplayo, Seung-won Hwang |
| 2017 | Spectral Keyboard Streams: Towards Effective and Continuous Authentication. | Abdullah Alshehri, Frans Coenen, Danushka Bollegala |
| 2017 | Estimating Personality from Social Media Posts. | Nasser Alsadhan, David B. Skillicorn |
| 2017 | Semantic Search-by-Examples for Scientific Topic Corpus Expansion in Digital Libraries. | Hussein T. Al-Natsheh, Lucie Martinet, Fabrice Muhlenbach, Fabien Rico, Djamel A. Zighed |
| 2017 | Analyzing Informal Caregiving Expression in Social Media. | Reda Al-Bahrani, Margaret K. Danilovich, Wei-Keng Liao, Alok N. Choudhary, Ankit Agrawal |
| 2017 | Online Detection of Anomalous Heterogeneous Graphs with Streaming Edges. | Leman Akoglu |
| 2017 | A Probabilistic Geographical Aspect-Opinion Model for Geo-Tagged Microblogs. | Aman Ahuja, Wei Wei, Wei Lu, Kathleen M. Carley, Chandan K. Reddy |
| 2017 | Distributed Representations of Subgraphs. | Bijaya Adhikari, Yao Zhang, Naren Ramakrishnan, B. Aditya Prakash |
| 2017 | An Empirical Evaluation of Techniques for Feature Selection with Cost. | Stephen C. Adams, Ryan Meekins, Peter A. Beling |
| 2017 | Differentially Private Mixture of Generative Neural Networks. | Gergely cs, Luca Melis, Claude Castelluccia, Emiliano De Cristofaro |
| 2017 | Mobile E-Commerce Data Processing Using Relational Memory. | Parham Aarabi |
| 2017 | Reductions for Frequency-Based Data Mining Problems. | Stefan Neumann, Pauli Miettinen |
| 2017 | A Generic Framework for Interesting Subspace Cluster Detection in Multi-attributed Networks. | Feng Chen, Baojian Zhou, Adil Alim, Liang Zhao |
| 2017 | Glocalized Weisfeiler-Lehman Graph Kernels: Global-Local Feature Maps of Graphs. | Christopher Morris, Kristian Kersting, Petra Mutzel |
| 2017 | A Virtual Research Environment to Support Remote Behaviour Monitoring from Data Collection to Analysis. | Frank Krger, Sebastian Bader, Albert Hein, Thomas Kirste |
| 2016 | Multiscale Analysis of Supply Network at Central Region in Japan. | Yi Zuo, Yuya Kajikawa |
| 2016 | ConTrack: A Scalable Method for Tracking Multiple Concepts in Large Scale Multidimensional Data. | Ali Zonoozi, Qirong Ho, Shonali Krishnaswamy, Gao Cong |