| 2017 | Failure Prediction with Adaptive Multi-scale Sampling and Activation Pattern Regularization. | Yujin Tang, Shinya Wada, Kiyohito Yoshihara |
| 2017 | Reducing False Positives of User-to-Entity First-Access Alerts for User Behavior Analytics. | Baoming Tang, Qiaona Hu, Derek Lin |
| 2017 | Time-Aware Latent Hierarchical Model for Predicting House Prices. | Fei Tan, Chaoran Cheng, Zhi Wei |
| 2017 | Autoregressive Tensor Factorization for Spatio-Temporal Predictions. | Koh Takeuchi, Hisashi Kashima, Naonori Ueda |
| 2017 | Epidemic Forecasting Framework Combining Agent-Based Models and Smart Beam Particle Filtering. | Farzaneh Tabataba, Bryan L. Lewis, Milad Hosseinipour, Foroogh S. Tabataba, Srinivasan Venkatramanan, Jiangzhuo Chen, Dave Higdon, Madhav V. Marathe |
| 2017 | Entity Recommendation Via Integrating Multiple Types of Implicit Feedback in Heterogeneous Information Network. | Xiaotong Suo, Fang Wei, Ke Yu |
| 2017 | A Probabilistic Approach for Learning with Label Proportions Applied to the US Presidential Election. | Tao Sun, Daniel Sheldon, Brendan O'Connor |
| 2017 | Collaborative Inference of Coexisting Information Diffusions. | Yanchao Sun, Cong Qian, Ning Yang, Philip S. Yu |
| 2017 | What's Next? A Recommendation System for Industrial Training. | Rajiv Srivastava, Girish Keshav Palshikar, Saheb Chourasia |
| 2017 | Controversy Detection Using Reactions on Social Media. | Allaparthi Sriteja, Prakhar Pandey, Vikram Pudi |
| 2017 | GB-R: A Fast and Effective Gray-Box Reconstruction of Cascade Time-Series. | Hyun Ah Song, Fan Yang, Zongge Liu, Wilbert Van Panhuis, Nicholas D. Sidiropoulos, Christos Faloutsos, Vladimir Zadorozhny |
| 2017 | Finding Streams in Knowledge Graphs to Support Fact Checking. | Prashant Shiralkar, Alessandro Flammini, Filippo Menczer, Giovanni Luca Ciampaglia |
| 2017 | STExNMF: Spatio-Temporally Exclusive Topic Discovery for Anomalous Event Detection. | Dear Sungbok Shin, Minsuk Choi, Jinho Choi, Scott Langevin, Christopher Bethune, Philippe Horne, Nathan Kronenfeld, Ramakrishnan Kannan, Barry L. Drake, Haesun Park, Jaegul Choo |
| 2017 | WRS: Waiting Room Sampling for Accurate Triangle Counting in Real Graph Streams. | Kijung Shin |
| 2017 | Overlapping Community Detection via Constrained PARAFAC: A Divide and Conquer Approach. | Fatemeh Sheikholeslami, Georgios B. Giannakis |
| 2017 | Exploring Common and Distinct Structural Connectivity Patterns Between Schizophrenia and Major Depression via Cluster-Driven Nonnegative Matrix Factorization. | Junming Shao, Zhongjing Yu, Peiyan Li, Wei Han, Christian Sorg, Qinli Yang |
| 2017 | Synchronization-Inspired Co-Clustering and Its Application to Gene Expression Data. | Junming Shao, Chongming Gao, Wei Zeng, Jingkuan Song, Qinli Yang |
| 2017 | The Many Faces of Link Fraud. | Neil Shah, Hemank Lamba, Alex Beutel, Christos Faloutsos |
| 2017 | Accurate Detection of Automatically Spun Content via Stylometric Analysis. | Usman Shahid, Shehroze Farooqi, Raza Ahmad, Zubair Shafiq, Padmini Srinivasan, Fareed Zaffar |
| 2017 | Benchmark Generator for Dynamic Overlapping Communities in Networks. | Neha Sengupta, Michael Hamann, Dorothea Wagner |
| 2017 | Dealing with Class Imbalance the Scalable Way: Evaluation of Various Techniques Based on Classification Grade and Computational Complexity. | Bernhard Schlegel, Bernhard Sick |
| 2017 | Live on TV, Alive on Twitter: Quantifying Continuous Partial Attention of Viewers During Live Television Telecasts. | Rohit Saxena, Savita Bhat, Niranjan Pedanekar |
| 2017 | Reputation-Based Ranking Systems and Their Resistance to Bribery. | Joo Sade, Guilherme Ramos, Carlos Caleiro, Soummya Kar |
| 2017 | Kernel-Based Feature Extraction for Collaborative Filtering. | Saket Sathe, Charu C. Aggarwal, Xiangnan Kong, Xinyue Liu |
| 2017 | Phonetic-Based Microtext Normalization for Twitter Sentiment Analysis. | Ranjan Satapathy, Claudia Guerreiro, Iti Chaturvedi, Erik Cambria |