Mortality Prediction in ICUs Using A Novel Time-Slicing Cox Regression Method. - Yuan Wang; Wenlin Chen; Kevin M. Heard; Marin Kollef; Thomas C. Bailey; Zhicheng Cui; Yujie He 003; Chenyang Lu 001; Yixin Chen 001 (AMIA, 2015)

Optimal Action Extraction for Random Forests and Boosted Trees. - Zhicheng Cui; Wenlin Chen; Yujie He 003; Yixin Chen 001 (KDD, 2015)

Multi-Scale Convolutional Neural Networks for Time Series Classification. - Zhicheng Cui; Wenlin Chen; Yixin Chen 001 (CoRR, 2016)

Extracting Actionability from Machine Learning Models by Sub-optimal Deterministic Planning. - Qiang Lyu; Yixin Chen 001; Zhaorong Li; Zhicheng Cui; Ling Chen 005; Xing Zhang; Haihua Shen (CoRR, 2016)

Recovering Metabolic Networks using A Novel Hyperlink Prediction Method. - Muhan Zhang; Zhicheng Cui; Tolutola Oyetunde; Yinjie J. Tang; Yixin Chen 001 (CoRR, 2016)

Workspace as a Service: An Online Working Environment for Private Cloud. - Bo An 003; Xudong Shan; Zhicheng Cui; Chun Cao; Donggang Cao (SOSE, 2017)

Extracting optimal actionable plans from additive tree models. - Qiang Lu 008; Zhicheng Cui; Yixin Chen 001; Xiaoping Chen (Frontiers Comput. Sci., 2017)

Beyond Link Prediction: Predicting Hyperlinks in Adjacency Space. - Muhan Zhang; Zhicheng Cui; Shali Jiang 001; Yixin Chen 001 (AAAI, 2018)

An End-to-End Deep Learning Architecture for Graph Classification. - Muhan Zhang; Zhicheng Cui; Marion Neumann; Yixin Chen 001 (AAAI, 2018)

Deep Embedding Logistic Regression. - Zhicheng Cui; Muhan Zhang; Yixin Chen 001 (ICBK, 2018)

Achieving data-driven actionability by combining learning and planning. - Qiang Lv; Yixin Chen 001; Zhaorong Li; Zhicheng Cui; Ling Chen 005; Xing Zhang; Haihua Shen (Frontiers Comput. Sci., 2018)

Predicting Hospital Readmission via Cost-Sensitive Deep Learning. - Haishuai Wang; Zhicheng Cui; Yixin Chen 001; Michael Avidan; Arbi Ben Abdallah; Alexander Kronzer (IEEE ACM Trans. Comput. Biol. Bioinform., 2018)

A Factored Generalized Additive Model for Clinical Decision Support in the Operating Room. - Zhicheng Cui; Bradley A. Fritz; Christopher Ryan King; Michael Avidan; Yixin Chen 001 (AMIA, 2019)

D-VAE: A Variational Autoencoder for Directed Acyclic Graphs. - Muhan Zhang; Shali Jiang 001; Zhicheng Cui; Roman Garnett; Yixin Chen 001 (NeurIPS, 2019)

A Laser-Induced Breakdown Spectroscopy Experiment Platform for High-Degree Simulation of MarSCoDe In Situ Detection on Mars. - Zhicheng Cui; Liangchen Jia; Luning Li; Xiangfeng Liu; Weiming Xu; Rong Shu; Xuesen Xu (Remote. Sens., 2022)

Convolutional Neural Network Chemometrics for Rock Identification Based on Laser-Induced Breakdown Spectroscopy Data in Tianwen-1 Pre-Flight Experiments. - Fan Yang; Weiming Xu; Zhicheng Cui; Xiangfeng Liu; Xuesen Xu; Liangchen Jia; Yuwei Chen; Rong Shu; Luning Li (Remote. Sens., 2022)

Initial Drift Correction and Spectral Calibration of MarSCoDe Laser-Induced Breakdown Spectroscopy on the Zhurong Rover. - Liangchen Jia; Xiangfeng Liu; Weiming Xu; Xuesen Xu; Luning Li; Zhicheng Cui; Ziyi Liu 006; Rong Shu (Remote. Sens., 2022)

Investigation into the Affect of Chemometrics and Spectral Data Preprocessing Approaches upon Laser-Induced Breakdown Spectroscopy Quantification Accuracy Based on MarSCoDe Laboratory Model and MarSDEEP Equipment. - Ziyi Liu 006; Luning Li; Weiming Xu; Xuesen Xu; Zhicheng Cui; Liangchen Jia; Wenhao Lv; Zhihui Shen; Rong Shu (Remote. Sens., 2023)