| 2017 | BJR-Tree: Fast Skyline Computation Algorithm for Serendipitous Searching Problems. | Kenichi Koizumi, Peter Eades, Kei Hiraki, Mary Inaba |
| 2017 | What Makes a Video Memorable? | Akankshya Kar, Prashasthi Mavin, Yogesh Ghaturle, Vani M. |
| 2017 | Learning to Compress Unstructured Mesh Data from Simulations. | Chandrika Kamath |
| 2017 | A Consistency-Based Multimodal Graph Embedding Method for Dimensionality Reduction. | Ilias Kalamaras, Anastasios Drosou, Eleftheria Polychronidou, Dimitrios Tzovaras |
| 2017 | M3A: Model, MetaModel and Anomaly Detection for Inter-arrivals of Web Searches and Postings. | Da-Cheng Juan, Neil Shah, Mingyu Tang, Zhiliang Qian, Diana Marculescu, Christos Faloutsos |
| 2017 | Supercharging Crowd Dynamics Estimation in Disasters via Spatio-Temporal Deep Neural Network. | Fangzhou Jiang, Lei Zhong, Kanchana Thilakarathna, Aruna Seneviratne, Kiyoshi Takano, Shigeki Yamada, Yusheng Ji |
| 2017 | Enriching Course-Specific Regression Models with Content Features for Grade Prediction. | Qian Hu, Agoritsa Polyzou, George Karypis, Huzefa Rangwala |
| 2017 | A Comparative Study of Different Approaches for Tracking Communities in Evolving Social Networks. | Ziwei He, Etienne Gael Tajeuna, Shengrui Wang, Mohamed Bouguessa |
| 2017 | A Probabilistic, Mechanism-Indepedent Outlier Detection Method for Online Experimentation. | Yan He, Miao Chen |
| 2017 | CSAR: The Cross-Sectional Autoregression Model. | Claudio Hartmann, Martin Hahmann, Dirk Habich, Wolfgang Lehner |
| 2017 | Website Navigation Behavior Analysis for Bot Detection. | Rabih Haidar, Shady Elbassuoni |
| 2017 | There's a Path for Everyone: A Data-Driven Personal Model Reproducing Mobility Agendas. | Riccardo Guidotti, Roberto Trasarti, Mirco Nanni, Fosca Giannotti, Dino Pedreschi |
| 2017 | Heterogeneous Information Integration for Mountain Augmented Reality Mobile Apps. | Darian Frajberg, Piero Fraternali, Rocio Nahime Torres |
| 2017 | SECODA: Segmentation- and Combination-Based Detection of Anomalies. | Ralph Foorthuis |
| 2017 | Feature Analysis for Fake Review Detection through Supervised Classification. | Julien Fontanarava, Gabriella Pasi, Marco Viviani |
| 2017 | The Initialization and Parameter Setting Problem in Tensor Decomposition-Based Link Prediction. | Sofia Fernandes, Hadi Fanaee Tork, Joo Manuel Portela da Gama |
| 2017 | Combining Instance and Feature Neighbors for Efficient Multi-label Classification. | Len Feremans, Boris Cule, Celine Vens, Bart Goethals |
| 2017 | A Study of Stochastic Mixed Membership Models for Link Prediction in Social Networks. | Adrien Dulac, ric Gaussier, Christine Largeron |
| 2017 | Mobility Genome™- A Framework for Mobility Intelligence from Large-Scale Spatio-Temporal Data. | The Anh Dang, Jayakumaran Deepak, Jingxuan Wang, Shixin Luo, Yunye Jin, Yibin Ng, Aloysius Lim, Ying Li |
| 2017 | Forward-Backward Smoothing for Hidden Markov Models of Point Pattern Data. | Nhan Dam, Dinh Q. Phung, Ba-Ngu Vo, Viet Huynh |
| 2017 | AnonML: Locally Private Machine Learning over a Network of Peers. | Bennett Cyphers, Kalyan Veeramachaneni |
| 2017 | Semantic Trajectory Modeling for Dynamic Built Environments. | Christophe Cruz |
| 2017 | Exploiting Digital DNA for the Analysis of Similarities in Twitter Behaviours. | Stefano Cresci, Roberto Di Pietro, Marinella Petrocchi, Angelo Spognardi, Maurizio Tesconi |
| 2017 | The k-Nearest Representatives Classifier: A Distance-Based Classifier with Strong Generalization Bounds. | Cyrus Cousins, Eli Upfal |
| 2017 | A Peak Detection Method to Uncover Events from Social Media. | Carmela Comito, Deborah Falcone, Domenico Talia |