| 2017 | Data-Driven Immunization. | Yao Zhang, Arvind Ramanathan, Anil Vullikanti, Laura L. Pullum, B. Aditya Prakash |
| 2017 | A Novel Method for Fast and Accurate Similarity Measure in Time Series Field. | Miaomiao Zhang, Dechang Pi |
| 2017 | Pruning and Nonparametric Multiple Change Point Detection. | Wenyu Zhang, Nicholas A. James, David S. Matteson |
| 2017 | GaDei: On Scale-Up Training as a Service for Deep Learning. | Wei Zhang, Minwei Feng, Yunhui Zheng, Yufei Ren, Yandong Wang, Ji Liu, Peng Liu, Bing Xiang, Li Zhang, Bowen Zhou, Fei Wang |
| 2017 | Detecting Opioid Users from Twitter and Understanding Their Perceptions Toward MAT. | Yiming Zhang, Yujie Fan, Yanfang Ye, Xin Li, Wanhong Zheng |
| 2017 | Recurrent Encoder-Decoder Networks for Time-Varying Dense Prediction. | Tao Zeng, Bian Wu, Jiayu Zhou, Ian Davidson, Shuiwang Ji |
| 2017 | Risk Control of Best Arm Identification in Multi-armed Bandits via Successive Rejects. | Xiaotian Yu, Irwin King, Michael R. Lyu |
| 2017 | Inline DGA Detection with Deep Networks. | Bin Yu, Daniel L. Gray, Jie Pan, Martine De Cock, Anderson C. A. Nascimento |
| 2017 | An Influence-Receptivity Model for Topic Based Information Cascades. | Ming Yu, Varun Gupta, Mladen Kolar |
| 2017 | Multi-level Multi-task Learning for Modeling Cross-Scale Interactions in Nested Geospatial Data. | Shuai Yuan, Jiayu Zhou, Pang-Ning Tan, C. Emi Fergus, Tyler Wagner, Patricia A. Soranno |
| 2017 | Wave2Vec: Learning Deep Representations for Biosignals. | Ye Yuan, Guangxu Xun, Qiuling Suo, Kebin Jia, Aidong Zhang |
| 2017 | Supervised Belief Propagation: Scalable Supervised Inference on Attributed Networks. | Jaemin Yoo, Saehan Jo, U Kang |
| 2017 | Deep Similarity-Based Batch Mode Active Learning with Exploration-Exploitation. | Changchang Yin, Buyue Qian, Shilei Cao, Xiaoyu Li, Jishang Wei, Qinghua Zheng, Ian Davidson |
| 2017 | SPTF: A Scalable Probabilistic Tensor Factorization Model for Semantic-Aware Behavior Prediction. | Hongzhi Yin, Hongxu Chen, Xiaoshuai Sun, Hao Wang, Yang Wang, Quoc Viet Hung Nguyen |
| 2017 | Mining Customer Valuations to Optimize Product Bundling Strategy. | Li Ye, Hong Xie, Weijie Wu, John C. S. Lui |
| 2017 | Matrix Profile VI: Meaningful Multidimensional Motif Discovery. | Chin-Chia Michael Yeh, Nickolas Kavantzas, Eamonn J. Keogh |
| 2017 | Crowdsourcing Data Science for Innovation. | Wangcheng Yan, Wenjun Zhou, Paolo Letizia, Bogdan C. Bichescu |
| 2017 | HistoSketch: Fast Similarity-Preserving Sketching of Streaming Histograms with Concept Drift. | Dingqi Yang, Bin Li, Laura Rettig, Philippe Cudr-Mauroux |
| 2017 | Meta-Morisita Index: Anomaly Behaviour Detection for Large Scale Tracking Data with Spatio-Temporal Marks. | Zhao Yang, Nathalie Japkowicz |
| 2017 | DPiSAX: Massively Distributed Partitioned iSAX. | Djamel Edine Yagoubi, Reza Akbarinia, Florent Masseglia, Themis Palpanas |
| 2017 | A Bootstrap Method for Automatic Rule Acquisition on Emotion Cause Extraction. | Shuntaro Yada, Kazushi Ikeda, Keiichiro Hoashi, Kyo Kageura |
| 2017 | Generating Medical Hypotheses Based on Evolutionary Medical Concepts. | Guangxu Xun, Kishlay Jha, Vishrawas Gopalakrishnan, Yaliang Li, Aidong Zhang |
| 2017 | AWDA: An Adaptive Wishart Discriminant Analysis. | Haoyi Xiong, Wei Cheng, Wenqing Hu, Jiang Bian, Zhishan Guo |
| 2017 | Lazy Stochastic Principal Component Analysis. | Michael Wojnowicz, Dinh Nguyen, Li Li, Xuan Zhao |
| 2017 | Domain Specific Feature Transfer for Hybrid Domain Adaptation. | Pengfei Wei, Yiping Ke, Chi-Keong Goh |