| 2016 | Identifying Warning Behaviors of Violent Lone Offenders in Written Communication. | Lisa Kaati, Amendra Shrestha, Tony Sardella |
| 2016 | Personalized Ranking in Signed Networks Using Signed Random Walk with Restart. | Jinhong Jung, Woojeong Jin, Lee Sael, U Kang |
| 2016 | Learning Deep Networks from Noisy Labels with Dropout Regularization. | Ishan Jindal, Matthew S. Nokleby, Xue-wen Chen |
| 2016 | Adaptive Neighborhood Propagation by Joint L2, 1-Norm Regularized Sparse Coding for Representation and Classification. | Lei Jia, Zhao Zhang, Lei Wang, Weiming Jiang, Ming-Bo Zhao |
| 2016 | A Novel Bayesian Ensemble Pruning Method. | Zhengshen Jiang, Hongzhi Liu, Bin Fu, Zhonghai Wu |
| 2016 | Gender Classification by Deep Learning on Millions of Weakly Labelled Images. | Sen Jia, Thomas Lansdall-Welfare, Nello Cristianini |
| 2016 | Parallelized Frequent Item Set Mining Using a Tall and Skinny Matrix. | D. Pooja Janakiram |
| 2016 | The Truth and Nothing But the Truth: Multimodal Analysis for Deception Detection. | Mimansa Jaiswal, Sairam Tabibu, Rajiv Bajpai |
| 2016 | ID-Link, an Enabler for Medical Data Marketplace. | Ryuji Ito |
| 2016 | The Prominent Role of Probe Data and Big Data in Modern Technology. | Hideki Isetani |
| 2016 | On the Interest of Data Mining for an Integrity Assessment of AIS Messages. | Clment Iphar, Aldo Napoli, Cyril Ray |
| 2016 | A Robust Framework for Classifying Evolving Document Streams in an Expert-Machine-Crowd Setting. | Muhammad Imran, Sanjay Chawla, Carlos Castillo |
| 2016 | Sparse Gaussian Markov Random Field Mixtures for Anomaly Detection. | Tsuyoshi Id, Ankush Khandelwal, Jayant Kalagnanam |
| 2016 | Improved and Scalable Bradley-Terry Model for Collaborative Ranking. | Jun Hu, Ping Li |
| 2016 | A Novel Uncertainty Sampling Algorithm for Cost-Sensitive Multiclass Active Learning. | Kuan-Hao Huang, Hsuan-Tien Lin |
| 2016 | Link Prediction in the Twitter Mention Network: Impacts of Local Structure and Similarity of Interest. | Hadrien Hours, Eric Fleury, Mrton Karsai |
| 2016 | HNP3: A Hierarchical Nonparametric Point Process for Modeling Content Diffusion over Social Media. | Seyyed Abbas Hosseini, Ali Khodadadi, Ali Arabzadeh, Hamid R. Rabiee |
| 2016 | Weakly Supervised Hand Pose Recovery with Domain Adaptation by Low-Rank Alignment. | Chaoqun Hong, Jun Yu, Rongsheng Xie, Dapeng Tao |
| 2016 | Temporal Data Mining on the Stay Time of Outpatients and Treatment Processes. | Shoji Hirano |
| 2016 | Learning Compatibility Across Categories for Heterogeneous Item Recommendation. | Ruining He, Charles Packer, Julian J. McAuley |
| 2016 | Fusing Similarity Models with Markov Chains for Sparse Sequential Recommendation. | Ruining He, Julian J. McAuley |
| 2016 | SemStim: Exploiting Knowledge Graphs for Cross-Domain Recommendation. | Benjamin Heitmann, Conor Hayes |
| 2016 | Text Network Exploration via Heterogeneous Web of Topics. | Junxian He, Ying Huang, Changfeng Liu, Jiaming Shen, Yuting Jia, Xinbing Wang |
| 2016 | Inferring Variable Labels Considering Co-occurrence of Variable Labels in Data Jackets. | Teruaki Hayashi |
| 2016 | Topic Extraction Method from Millions of Tweets Based on Fast Feature Selection Technique CWC. | Takako Hashimoto, Dave Shepard, Tetsuji Kuboyama, Kilho Shin |