| 2017 | Ranking from Crowdsourced Pairwise Comparisons via Smoothed Matrix Manifold Optimization. | Jialin Dong, Kai Yang, Yuanming Shi |
| 2017 | Steered Microaggregation: A Unified Primitive for Anonymization of Data Sets and Data Streams. | Josep Domingo-Ferrer, Jordi Soria-Comas |
| 2017 | Network Clocks: Detecting the Temporal Scale of Information Diffusion. | Daniel J. DiTursi, Gregorios A. Katsios, Petko Bogdanov |
| 2017 | Local Community Detection in Dynamic Networks. | Daniel J. DiTursi, Gaurav Ghosh, Petko Bogdanov |
| 2017 | Large Scale Kernel Methods for Online AUC Maximization. | Yi Ding, Chenghao Liu, Peilin Zhao, Steven C. H. Hoi |
| 2017 | EmTaggeR: A Word Embedding Based Novel Method for Hashtag Recommendation on Twitter. | Kuntal Dey, Ritvik Shrivastava, Saroj Kaushik, L. Venkata Subramaniam |
| 2017 | Twitter Stance Detection - A Subjectivity and Sentiment Polarity Inspired Two-Phase Approach. | Kuntal Dey, Ritvik Shrivastava, Saroj Kaushik |
| 2017 | Situation Aware Multi-task Learning for Traffic Prediction. | Dingxiong Deng, Cyrus Shahabi, Ugur Demiryurek, Linhong Zhu |
| 2017 | High Performance Graph Data Management and Mining with X10. | Miyuru Dayarathna |
| 2017 | Privacy-Preserving Big Data Stream Mining: Opportunities, Challenges, Directions. | Alfredo Cuzzocrea |
| 2017 | Improving I/O Complexity of Triangle Enumeration. | Yi Cui, Di Xiao, Daren B. H. Cline, Dmitri Loguinov |
| 2017 | Robust Estimation of Gaussian Copula Causal Structure from Mixed Data with Missing Values. | Ruifei Cui, Perry Groot, Tom Heskes |
| 2017 | Audio-Visual Sentiment Analysis for Learning Emotional Arcs in Movies. | Eric Chu, Deb Roy |
| 2017 | Towards Automatic Feature Extraction for Activity Recognition from Wearable Sensors: A Deep Learning Approach. | Belkacem Chikhaoui, Frank Gouineau |
| 2017 | Data Prefetching for Large Tiered Storage Systems. | Giovanni Cherubini, Yusik Kim, Mark A. Lantz, Vinodh Venkatesan |
| 2017 | Process-Oriented Iterative Multiple Alignment for Medical Process Mining. | Shuhong Chen, Sen Yang, Moliang Zhou, Randall S. Burd, Ivan Marsic |
| 2017 | Learning to Fuse Music Genres with Generative Adversarial Dual Learning. | Zhiqian Chen, Chih-Wei Wu, Yen-Cheng Lu, Alexander Lerch, Chang-Tien Lu |
| 2017 | Combining Active Learning and Semi-Supervised Learning by Using Selective Label Spreading. | Xu Chen, Tao Wang |
| 2017 | Revisiting Spectral Graph Clustering with Generative Community Models. | Pin-Yu Chen, Lingfei Wu |
| 2017 | FRS: Fast Range Search by Pruning Unnecessary Distance Computations Based on K-D Tree. | Yewang Chen, Jai Puneet Singh, Lida Zhou, Nizar Bouguila |
| 2017 | Warehouse Site Selection for Online Retailers in Inter-Connected Warehouse Networks. | Can Chen, Junming Liu, Qiao Li, Yijun Wang, Hui Xiong, Shanshan Wu |
| 2017 | Aggregation and Disaggregation of Information: A Holistic View. | Yuyue Chen, Chuanren Liu |
| 2017 | Learning Multiple Similarities of Users and Items in Recommender Systems. | Huiyuan Chen, Jing Li |
| 2017 | Learning-Based Method with Valence Shifters for Sentiment Analysis. | Ruihua Cheng, Ji Meng Loh |
| 2017 | Mining Patterns of Cyberbullying on Twitter. | Charalampos Chelmis, Daphney-Stavroula Zois, Mengfan Yao |