| 2017 | Clustering with Domain-Specific Usefulness Scores. | Yale Chang, Junxiang Chen, Michael H. Cho, Peter J. Castaldi, Edwin K. Silverman, Jennifer G. Dy |
| 2017 | t-BNE: Tensor-based Brain Network Embedding. | Bokai Cao, Lifang He, Xiaokai Wei, Mengqi Xing, Philip S. Yu, Heide Klumpp, Alex D. Leow |
| 2017 | Near-Optimal and Practical Algorithms for Graph Scan Statistics. | Jose Cadena, Feng Chen, Anil Vullikanti |
| 2017 | Correlation by Compression. | Kailash Budhathoki, Jilles Vreeken |
| 2017 | Multi-core K-means. | Christian Bhm, Martin Perdacher, Claudia Plant |
| 2017 | Efficiently Summarising Event Sequences with Rich Interleaving Patterns. | Apratim Bhattacharyya, Jilles Vreeken |
| 2017 | Efficiently Discovering Unexpected Pattern-Co-Occurrences. | Roel Bertens, Jilles Vreeken, Arno Siebes |
| 2017 | Redundancies in Data and their Effect on the Evaluation of Recommendation Systems: A Case Study on the Amazon Reviews Datasets. | Daniel Basaran, Eirini Ntoutsi, Arthur Zimek |
| 2017 | BreachRadar: Automatic Detection of Points-of-Compromise. | Miguel Araujo, Miguel Almeida, Jaime Ferreira, Lus Moura Silva, Pedro Bizarro |
| 2017 | Condensing Temporal Networks using Propagation. | Bijaya Adhikari, Yao Zhang, Aditya Bharadwaj, B. Aditya Prakash |
| 2016 | Identifying Connectivity Patterns for Brain Diseases via Multi-side-view Guided Deep Architectures. | Jingyuan Zhang, Bokai Cao, Sihong Xie, Chun-Ta Lu, Philip S. Yu, Ann B. Ragin |
| 2016 | The Impact of Community Safety on House Ranking. | Zijun Yao, Yanjie Fu, Bin Liu, Hui Xiong |
| 2016 | Learning Correlative and Personalized Structure for Online Multi-Task Classification. | Peng Yang, Guangxia Li, Peilin Zhao, Xiaoli Li, Sujatha Das Gollapalli |
| 2016 | CAMLP: Confidence-Aware Modulated Label Propagation. | Yuto Yamaguchi, Christos Faloutsos, Hiroyuki Kitagawa |
| 2016 | GSpartan: a Geospatio-Temporal Multi-task Learning Framework for Multi-location Prediction. | Jianpeng Xu, Pang-Ning Tan, Lifeng Luo, Jiayu Zhou |
| 2016 | Synergies that Matter: Efficient Interaction Selection via Sparse Factorization Machine. | Jianpeng Xu, Kaixiang Lin, Pang-Ning Tan, Jiayu Zhou |
| 2016 | Effective Crowd Expertise Modeling via Cross Domain Sparsity and Uncertainty Reduction. | Sihong Xie, Qingbo Hu, Weixiang Shao, Jingyuan Zhang, Jing Gao, Wei Fan, Philip S. Yu |
| 2016 | Cost-Sensitive Batch Mode Active Learning: Designing Astronomical Observation by Optimizing Telescope Time and Telescope Choice. | Xide Xia, Pavlos Protopapas, Finale Doshi-Velez |
| 2016 | Back Matter. | |
| 2016 | Front Matter. | |
| 2016 | Nonlinear Joint Unsupervised Feature Selection. | Xiaokai Wei, Bokai Cao, Philip S. Yu |
| 2016 | RelSim: Relation Similarity Search in Schema-Rich Heterogeneous Information Networks. | Chenguang Wang, Yizhou Sun, Yanglei Song, Jiawei Han, Yangqiu Song, Lidan Wang, Ming Zhang |
| 2016 | Learning A Task-Specific Deep Architecture For Clustering. | Zhangyang Wang, Shiyu Chang, Jiayu Zhou, Meng Wang, Thomas S. Huang |
| 2016 | Clustering in the Face of Fast Changing Streams. | Liudmila Ulanova, Nurjahan Begum, Mohammad Shokoohi-Yekta, Eamonn J. Keogh |
| 2016 | Copula-HDP-HMM: Non-parametric Modeling of Temporal Multivariate Data for I/O Efficient Bulk Cache Preloading. | Lavanya Sita Tekumalla, Chiranjib Bhattacharyya |