成果/Result
- Incorporating dictionaries into deep neural networks for the Chinese clinical named entity recognition被引量：94收藏
- 作者：Wang, Qi Zhou, Yangming Ruan, Tong Gao, Daqi Xia, Yuhang He, Ping
- 机构：East China Univ Sci & Technol;Shanghai Hosp
- 来源：JOURNAL OF BIOMEDICAL INFORMATICS 2019
- 关键词：Clinical named entity recognition Electronic health records Deep neural network Dictionary features
- Random forest for label ranking被引量：64收藏
- 作者：Zhou, Yangming Qiu, Guoping
- 机构：East China Univ Sci & Technol;Shenzhen Univ;Univ Nottingham
- 来源：EXPERT SYSTEMS WITH APPLICATIONS 2018
- 关键词：Preference learning Label ranking Random forest Decision tree
- Memetic Search for Identifying Critical Nodes in Sparse Graphs被引量：51收藏
- 作者：Zhou, Yangming Hao, Jin-Kao Glover, Fred
- 机构：East China Univ Sci & Technol;Univ Angers;Inst Univ France;Univ Colorado
- 来源：IEEE TRANSACTIONS ON CYBERNETICS 2019
- 关键词：Complex networks critical node problems (CNPs) heuristics memetic search sparse graph
- Chinese Clinical Named Entity Recognition Using Residual Dilated Convolutional Neural Network With Conditional Random Field被引量：42收藏
- 作者：Qiu, Jiahui Zhou, Yangming Wang, Qi Ruan, Tong Gao, Ju
- 机构：East China Univ Sci & Technol;Shanghai Shuguang Hosp
- 来源：IEEE TRANSACTIONS ON NANOBIOSCIENCE 2019
- 关键词：Electronic health records clinical named entity recognition residual dilated convolutional neural network conditional random field
- Variable Population Memetic Search: A Case Study on the Critical Node Problem被引量：38收藏
- 作者：Zhou, Yangming Hao, Jin-Kao Fu, Zhang-Hua Wang, Zhe Lai, Xiangjing
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Univ Angers;Inst Univ France;Chinese Univ Hong Kong
- 来源：IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION 2021
- 关键词：Critical node problem (CNP) local search memetic search population sizing
- Representation learning for clinical time series prediction tasks in electronic health records被引量：29收藏
- 作者：Ruan, Tong Lei, Liqi Zhou, Yangming Zhai, Jie Zhang, Le He, Ping Gao, Ju
- 机构：East China Univ Sci & Technol;Shanghai Hosp Dev Ctr;Shanghai Univ Tradit Chinese Med
- 来源：BMC MEDICAL INFORMATICS AND DECISION MAKING 2019
- 关键词：Electronic health records Mortality prediction Representation learning Recurrent neural network
- Frequent Pattern-Based Search: A Case Study on the Quadratic Assignment Problem被引量：22收藏
- 作者：Zhou, Yangming Hao, Jin-Kao Duval, Beatrice
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Univ Angers;Inst Univ France
- 来源：IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS 2022
- 关键词：Data mining Sociology Statistics Search problems Optimization methods Machine learning Combinatorial optimization heuristic design learning-driven optimization pattern-based optimization quadratic assignment
- On fast enumeration of maximal cliques in large graphs被引量：17收藏
- 作者：Jin, Yan Xiong, Bowen He, Kun Zhou, Yangming Zhou, Yi
- 机构：Huazhong Univ Sci & Technol;East China Univ Sci & Technol;Univ Elect Sci & Technol China
- 来源：EXPERT SYSTEMS WITH APPLICATIONS 2022
- 关键词：Maximal clique enumeration Exact algorithm NP-hard Bron-Kerbosch algorithm Social network
- Weight-based multiple empirical kernel learning with neighbor discriminant constraint for heart failure mortality prediction被引量：17收藏
- 作者：Wang, Zhe Wang, Bolu Zhou, Yangming Li, Dongdong Yin, Yichao
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Shanghai Shuguang Hosp
- 来源：JOURNAL OF BIOMEDICAL INFORMATICS 2020
- 关键词：Heart Failure Mortality Prediction Electronic Health Records Feature Selection Multiple Kernel Learning
- Late acceptance-based heuristic algorithms for identifying critical nodes of weighted graphs被引量：12收藏
- 作者：Zhou, Yangming Wang, Zhe Jin, Yan Fu, Zhang-Hua
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Huazhong Univ Sci & Technol;Shenzhen Inst Artificial Intelligence & Robot Soc;Chinese Univ Hong Kong
- 来源：KNOWLEDGE-BASED SYSTEMS 2021
- 关键词：Combinatorial optimization Metaheuristics Late acceptance strategy Critical node problem Node-weighted graph
- NE-LP: Normalized entropy- and loss prediction-based sampling for active learning in Chinese word segmentation on EHRs被引量：11收藏
- 作者：Cai, Tingting Ma, Zhiyuan Zheng, Hong Zhou, Yangming
- 机构：East China Univ Sci & Technol;Univ Shanghai Sci & Technol
- 来源：NEURAL COMPUTING & APPLICATIONS 2021
- 关键词：active learning Chinese word segmentation Deep learning Electronic health records
- OnionNet: Single-View Depth Prediction and Camera Pose Estimation for Unlabeled Video被引量：6收藏
- 作者：Gu, Tianhao Wang, Zhe Li, Dongdong Yang, Hai Du, Wenli Zhou, Yangming
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS 2021
- 关键词：Cameras Training Pose estimation Geometry Robustness Task analysis Decoding Camera pose estimation multitask learning single-view depth prediction unsupervised learning
- Gravitation balanced multiple kernel learning for imbalanced classification被引量：5收藏
- 作者：Yang, Mengping Wang, Zhe Li, Yanqiong Zhou, Yangming Li, Dongdong Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：NEURAL COMPUTING & APPLICATIONS 2022
- 关键词：Imbalanced classification problem Multiple kernel learning Gravitation balanced Regularization term
- From electronic health records to terminology base: A novel knowledge base enrichment approach被引量：5收藏
- 作者：Zhang, Jiaying Zhang, Zhixing Zhang, Huanhuan Ma, Zhiyuan Ye, Qi He, Ping Zhou, Yangming
- 机构：East China Univ Sci & Technol;Shanghai Hosp Dev Ctr
- 来源：JOURNAL OF BIOMEDICAL INFORMATICS 2021
- 关键词：Knowledge base Terminology enriching Entity alignment Pre-trained language model Graph convolutional network
- Multiple Partial Empirical Kernel Learning with Instance Weighting and Boundary Fitting被引量：4收藏
- 作者：Zhu, Zonghai Wang, Zhe Li, Dongdong Du, Wenli Zhou, Yangming
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：NEURAL NETWORKS 2020
- 关键词：Empirical Kernel Mapping Multiple Empirical Kernel Learning Instance weighting Boundary fitting Pattern recognition
- Detecting Hypernymy Relations Between Medical Compound Entities Using a Hybrid-Attention Based Bi-GRU-CapsNet Model被引量：4收藏
- 作者：Xu, Chenming Zhou, Yangming Wang, Qi Ma, Zhiyuan Zhu, Yan
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：IEEE ACCESS 2019
- 关键词：Capsule network medical compound entities electronic health records hybrid attention mechanism hypernymy detection
