| 2017 | Sentiment Extraction from Consumer-Generated Noisy Short Texts. | Hardik Meisheri, Kunal Ranjan, Lipika Dey |
| 2017 | Automatic Classification of Music Genre Using Masked Conditional Neural Networks. | Fady Medhat, David Chesmore, John Robinson |
| 2017 | Accelerated Hierarchical Density Based Clustering. | Leland McInnes, John Healy |
| 2017 | Network Embedding with Centrality Information. | Yao Ma, Suhang Wang, Jiliang Tang |
| 2017 | Discovering Cooperative Structure Among Online Items for Attention Dynamics. | Kanji Matsutani, Masahito Kumano, Masahiro Kimura, Kazumi Saito, Kouzou Ohara, Hiroshi Motoda |
| 2017 | Familiarity and Strangeness of Objects: A MoDAT Requirement for Shikake Design. | Naohiro Matsumura |
| 2017 | Telling Cause from Effect Using MDL-Based Local and Global Regression. | Alexander Marx, Jilles Vreeken |
| 2017 | Multi-view Graph Embedding with Hub Detection for Brain Network Analysis. | Guixiang Ma, Chun-Ta Lu, Lifang He, Philip S. Yu, Ann B. Ragin |
| 2017 | BEEP: A Bayesian Perspective Early Stage Event Prediction Model for Online Social Networks. | Xiao Ma, Xiaofeng Gao, Guihai Chen |
| 2017 | Distance and Density Clustering for Time Series Data. | Ruizhe Ma, Rafal A. Angryk |
| 2017 | A Multilevel NER Framework for Automatic Clinical Name Entity Recognition. | Thoai Man Luu, Robert Phan, Rachel Davey, Girija Chetty |
| 2017 | Fast Compressive Spectral Clustering. | Ting Li, Yiming Zhang, Dongsheng Li, Xinwang Liu, Yuxing Peng |
| 2017 | Sequential Heterogeneous Attribute Embedding for Item Recommendation. | Kuan Liu, Xing Shi, Prem Natarajan |
| 2017 | BiCycle: Item Recommendation with Life Cycles. | Xinyue Liu, Yuanfang Song, Charu C. Aggarwal, Yao Zhang, Xiangnan Kong |
| 2017 | An Analysis of Boosted Linear Classifiers on Noisy Data with Applications to Multiple-Instance Learning. | Rui Liu, Soumya Ray |
| 2017 | Recover Fine-Grained Spatial Data from Coarse Aggregation. | Bang Liu, Borislav Mavrin, Linglong Kong, Di Niu |
| 2017 | Principled Multilayer Network Embedding. | Weiyi Liu, Pin-Yu Chen, Sailung Yeung, Toyotaro Suzumura, Lingli Chen |
| 2017 | Uncovering Teamwork in Networks - Prediction, Optimization and Explanation. | Liangyue Li, Hanghang Tong |
| 2017 | Predicting Dementia Screening and Staging Scores from Semantic Verbal Fluency Performance. | Nicklas Linz, Johannes Trger, Jan Alexandersson, Maria Wolters, Alexandra Knig, Philippe H. Robert |
| 2017 | Multiple Queries of Information Retrieval Using Krylov Subspace Method. | Youzuo Lin |
| 2017 | Linear Time Complexity Time Series Classification with Bag-of-Pattern-Features. | Xiaosheng Li, Jessica Lin |
| 2017 | HiMuV: Hierarchical Framework for Modeling Multi-modality Multi-resolution Data. | Jianbo Li, Jingrui He, Yada Zhu |
| 2017 | A Pattern Tree Based Method for Mining Conditional Contrast Patterns of Multi-source Data. | Li Li, Sarah M. Erfani, Christopher Leckie |
| 2017 | A Broad Learning Approach for Context-Aware Mobile Application Recommendation. | Tingting Liang, Lifang He, Chun-Ta Lu, Liang Chen, Philip S. Yu, Jian Wu |
| 2017 | A Central Limit Theorem for an Omnibus Embedding of Multiple Random Dot Product Graphs. | Keith D. Levin, Avanti Athreya, Minh Tang, Vince Lyzinski, Carey E. Priebe |