| 2018 | Dynamic Illness Severity Prediction via Multi-task RNNs for Intensive Care Unit. | Weitong Chen, Sen Wang, Guodong Long, Lina Yao, Quan Z. Sheng, Xue Li |
| 2018 | Exploiting Spatio-Temporal Correlations with Multiple 3D Convolutional Neural Networks for Citywide Vehicle Flow Prediction. | Cen Chen, Kenli Li, Sin G. Teo, Guizi Chen, Xiaofeng Zou, Xulei Yang, Ramaseshan C. Vijay, Jiashi Feng, Zeng Zeng |
| 2018 | Weighted Quantization and Hamming Search for Fast Image Super-Resolution. | Weimin Chen, Xianglong Liu |
| 2018 | DrugCom: Synergistic Discovery of Drug Combinations Using Tensor Decomposition. | Huiyuan Chen, Jing Li |
| 2018 | Multivariate Arrival Times with Recurrent Neural Networks for Personalized Demand Forecasting. | Tianle Chen, Brian Keng, Javier Moreno |
| 2018 | A Cooperative Architecture for Blockchain Federated Mediators from Industry Perspective. | Dong Cheng, Suihe Chen, Yinjian Yang |
| 2018 | Castor: Contextual IoT Time Series Data and Model Management at Scale. | Bei Chen, Bradley Eck, Francesco Fusco, Robert Gormally, Mark Purcell, Mathieu Sinn, Seshu Tirupathi |
| 2018 | Understanding the Impact of Label Granularity on CNN-Based Image Classification. | Zhuo Chen, Ruizhou Ding, Ting-Wu Chin, Diana Marculescu |
| 2018 | Prerequisite-Driven Deep Knowledge Tracing. | Penghe Chen, Yu Lu, Vincent W. Zheng, Yang Pian |
| 2018 | Rational Neural Networks for Approximating Graph Convolution Operator on Jump Discontinuities. | Zhiqian Chen, Feng Chen, Rongjie Lai, Xuchao Zhang, Chang-Tien Lu |
| 2018 | Social Recommendation with Missing Not at Random Data. | Jiawei Chen, Can Wang, Martin Ester, Qihao Shi, Yan Feng, Chun Chen |
| 2018 | SysEvoRecomd: Graph Evolution and Change Learning Based System Evolution Recommender. | Animesh Chaturvedi, Aruna Tiwari |
| 2018 | A Variable-Order Regime Switching Model to Identify Significant Patterns in Financial Markets. | Philippe Chatigny, Rongbo Chen, Jean-Marc Patenaude, Shengrui Wang |
| 2018 | User-Device Authentication in Mobile Banking Using APHEN for Paratuck2 Tensor Decomposition. | Jrmy Charlier, Eric Falk, Radu State, Jean Hilger |
| 2018 | Detecting and Characterizing Trends in Online Mental Health Discussions. | Dante Chakravorti, Kathleen Law, Jonathan Gemmell, Daniela Raicu |
| 2018 | From Geolocation-Based Only to Semantically-Aware Digital Advertising: A Neural Embedding Approach. | Alireza Chakeri, Mark Lowe |
| 2018 | Concept Drift Detection in Histogram-Based Straightforward Data Stream Prediction. | Jorge Casillas, Shuo Wang |
| 2018 | Realization of Random Forest for Real-Time Evaluation through Tree Framing. | Sebastian Buschjger, Kuan-Hsun Chen, Jian-Jia Chen, Katharina Morik |
| 2018 | Accurate Causal Inference on Discrete Data. | Kailash Budhathoki, Jilles Vreeken |
| 2018 | A Machine Learning Approach to Detecting Start Reading Location of eBooks. | Sravan Babu Bodapati, Sriraghavendra Ramaswamy, Gururaj Narayanan |
| 2018 | On Multi-query Local Community Detection. | Yuchen Bian, Yaowei Yan, Wei Cheng, Wei Wang, Dongsheng Luo, Xiang Zhang |
| 2018 | Extreme Values from Spatiotemporal Chaos: Precipitation Extremes and Climate Variability. | Udit Bhatia, Auroop Ratan Ganguly |
| 2018 | Ensemble Cross-Conformal Prediction. | Dorian Beganovic, Evgueni N. Smirnov |
| 2018 | Heterogeneous Hyper-Network Embedding. | Inci M. Baytas, Cao Xiao, Fei Wang, Anil K. Jain, Jiayu Zhou |
| 2018 | Elastic Nonnegative Matrix Factorization. | Peter Ballen, Sudipto Guha |