成果/Result
- Entropy-based fuzzy support vector machine for imbalanced datasets被引量：140收藏
- 作者：Fan, Qi Wang, Zhe Li, Dongdong Gao, Daqi Zha, Hongyuan
- 机构：East China Univ Sci & Technol;Georgia Inst Technol;Soochow Univ
- 来源：KNOWLEDGE-BASED SYSTEMS 2017
- 关键词：Information entropy Fuzzy support vector machine Imbalanced dataset Pattern recognition
- EEG-based emotion recognition using simple recurrent units network and ensemble learning被引量：137收藏
- 作者：Wei, Chen Chen, Lan-lan Song, Zhen-zhen Lou, Xiao-guang Li, Dong-dong
- 机构：East China Univ Sci & Technol
- 来源：BIOMEDICAL SIGNAL PROCESSING AND CONTROL 2020
- 关键词：EEG Emotion recognition DT-CWT SRU Ensemble learning
- Subtype-GAN: a deep learning approach for integrative cancer subtyping of multi-omics data被引量：111收藏
- 作者：Yang, Hai Chen, Rui Li, Dongdong Wang, Zhe
- 机构：East China Univ Sci & Technol;Vanderbilt Univ;Vanderbilt Univ
- 来源：BIOINFORMATICS 2021
- Geometric Structural Ensemble Learning for Imbalanced Problems被引量：100收藏
- 作者：Zhu, Zonghai Wang, Zhe Li, Dongdong Zhu, Yujin Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON CYBERNETICS 2020
- 关键词：Basic classifier ensemble learning geometric structure imbalanced problems machine learning relaxation techniques
- Speech emotion recognition using recurrent neural networks with directional self-attention被引量：92收藏
- 作者：Li, Dongdong Liu, Jinlin Yang, Zhuo Sun, Linyu Wang, Zhe
- 机构：East China Univ Sci & Technol;Soochow Univ
- 来源：EXPERT SYSTEMS WITH APPLICATIONS 2021
- 关键词：Speech emotion recognition Bi-directional long-short term memory with directional self-attention Self-attention Autocorrelation
- Spatial-frequency convolutional self-attention network for EEG emotion recognition被引量：80收藏
- 作者：Li, Dongdong Xie, Li Chai, Bing Wang, Zhe Yang, Hai
- 机构：East China Univ Sci & Technol
- 来源：APPLIED SOFT COMPUTING 2022
- 关键词：Electroencephalogram Emotion recognition Spatial-frequency convolutional self-attention network (SFCSAN) Spatial Frequency
- Semantic Supplementary Network With Prior Information for Multi-Label Image Classification被引量：48收藏
- 作者：Wang, Zhe Fang, Zhongli Li, Dongdong Yang, Hai Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 2022
- 关键词：Semantics Feature extraction Predictive models Image recognition Task analysis Sports Deep learning Multi-label classification semantic supplementary network prior information deep neural network
- FLDNet: Frame-Level Distilling Neural Network for EEG Emotion Recognition被引量：44收藏
- 作者：Wang, Zhe Gu, Tianhao Zhu, Yiwen Li, Dongdong Yang, Hai Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS 2021
- 关键词：Electroencephalography Emotion recognition Feature extraction Logic gates Brain modeling Training Correlation Knowledge distillation self-attention teacher-student structure neural network EEG emotion recognition
- Brain Emotion Perception Inspired EEG Emotion Recognition With Deep Reinforcement Learning被引量：44收藏
- 作者：Li, Dongdong Xie, Li Wang, Zhe Yang, Hai
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2024
- 关键词：Thalamus Frontal lobe Reinforcement learning Electroencephalography Emotion recognition Hypothalamus Brain modeling Electroencephalogram (EEG) emotion perception emotion recognition reinforcement learning
- Object semantics sentiment correlation analysis enhanced image sentiment classification被引量：40收藏
- 作者：Zhang, Jing Chen, Mei Sun, Han Li, Dongdong Wang, Zhe
- 机构：East China Univ Sci & Technol
- 来源：KNOWLEDGE-BASED SYSTEMS 2020
- 关键词：Image sentiment classification Object semantics Bayesian network Object semantics sentiment correlation model Convolutional Neural Network
- Knowledge aggregation networks for class incremental learning被引量：38收藏
- 作者：Fu, Zhiling Wang, Zhe Xu, Xinlei Li, Dongdong Yang, Hai
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：PATTERN RECOGNITION 2023
- 关键词：Class incremental learning Catastrophic forgetting Dual-branch network Knowledge aggregation Model compression
- Collaborative and geometric multi-kernel learning for multi-class classification被引量：37收藏
- 作者：Wang, Zhe Zhu, Zonghai Li, Dongdong
- 机构：East China Univ Sci & Technol
- 来源：PATTERN RECOGNITION 2020
- 关键词：Multi-class classification Empirical kernel mapping Multiple empirical kernel learning Regularized learning
- Exploiting the potentialities of features for speech emotion recognition被引量：36收藏
- 作者：Li, Dongdong Zhou, Yijun Wang, Zhe Gao, Daqi
- 机构：East China Univ Sci & Technol
- 来源：INFORMATION SCIENCES 2021
- 关键词：Feature optimization Feature selection Speech emotion recognition Deep learning
- EEG Emotion Recognition Based on 3-D Feature Representation and Dilated Fully Convolutional Networks被引量：33收藏
- 作者：Li, Dongdong Chai, Bing Wang, Zhe Yang, Hai Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS 2021
- 关键词：Electroencephalography Feature extraction Electrodes Brain modeling Emotion recognition Convolution Task analysis 3-D feature representation (3DFR) dilated fully convolutional networks (DFCN) electroencephalogram (EEG) spectral norm regularization (SNR)
- Learning to Capture the Query Distribution for Few-Shot Learning被引量：30收藏
- 作者：Chi, Ziqiu Wang, Zhe Yang, Mengping Li, Dongdong Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 2022
- 关键词：Few-shot learning image classification deep learning
- Feature rearrangement based deep learning system for predicting heart failure mortality被引量：27收藏
- 作者：Wang, Zhe Zhu, Yiwen Li, Dongdong Yin, Yichao Zhang, Jing
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Shanghai Shuguang Hosp
- 来源：COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2020
- 关键词：Heart failure Deep learning Feature rearrangement convolution
- Scalable one-stage multi-view subspace clustering with dictionary learning被引量：25收藏
- 作者：Guo, Wei Wang, Zhe Chi, Ziqiu Xu, Xinlei Li, Dongdong Wu, Songyang
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Minist Publ Secur
- 来源：KNOWLEDGE-BASED SYSTEMS 2023
- 关键词：Multi -view clustering Large-scale datasets Matrix factorization Dictionary learning Subspace learning
- Geometric imbalanced deep learning with feature scaling and boundary sample mining被引量：25收藏
- 作者：Wang, Zhe Dong, Qida Guo, Wei Li, Dongdong Zhang, Jing Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：PATTERN RECOGNITION 2022
- 关键词：Imbalance problem Image classification Geometric information Boundary samples mining Feature scaling
- Information entropy based sample reduction for support vector data description被引量：25收藏
- 作者：Li, DongDong Wang, Zhe Cao, Chenjie Liu, Yu
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：APPLIED SOFT COMPUTING 2018
- 关键词：Support vector data description Information entropy Sample reduction One-class classification
- Sample and feature selecting based ensemble learning for imbalanced problems被引量：24收藏
- 作者：Wang, Zhe Jia, Peng Xu, Xinlei Wang, Bolu Zhu, Yujin Li, Dongdong
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：APPLIED SOFT COMPUTING 2021
- 关键词：Imbalanced classification Ensemble learning Random forest Heart failure mortality prediction
- Entropy and gravitation based dynamic radius nearest neighbor classification for imbalanced problem被引量：24收藏
- 作者：Wang, Zhe Li, Yanqiong Li, Dongdong Zhu, Zonghai Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：KNOWLEDGE-BASED SYSTEMS 2020
- 关键词：Information entropy Gravitational force Nearest neighbor rules Imbalanced problem L-p-norm
- Frame-Level Teacher-Student Learning With Data Privacy for EEG Emotion Recognition被引量：24收藏
- 作者：Gu, Tianhao Wang, Zhe Xu, Xinlei Li, Dongdong Yang, Hai Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2023
- 关键词：Electroencephalography Emotion recognition Feature extraction Brain modeling Robustness Training Logic gates Data privacy (DP) electroencephalogram (EEG) emotion recognition neural network teacher-student network
- Multi-type features separating fusion learning for Speech Emotion Recognition被引量：23收藏
- 作者：Xu, Xinlei Li, Dongdong Zhou, Yijun Wang, Zhe
- 机构：East China Univ Sci Technol;East China Univ Sci & Technol
- 来源：APPLIED SOFT COMPUTING 2022
- 关键词：Speech emotion recognition Hybrid feature selection Feature-level fusion Speaker-independent
- Multi-attention mutual information distributed framework for few-shot learning被引量：22收藏
- 作者：Wang, Zhe Ma, Pingchuan Chi, Ziqiu Li, Dongdong Yang, Hai Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：EXPERT SYSTEMS WITH APPLICATIONS 2022
- 关键词：Few-shot learning Attention mechanism Mutual learning Distributed learning
- BLSTM and CNN Stacking Architecture for Speech Emotion Recognition被引量：22收藏
- 作者：Li, Dongdong Sun, Linyu Xu, Xinlei Wang, Zhe Zhang, Jing Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Soochow Univ
- 来源：NEURAL PROCESSING LETTERS 2021
- 关键词：Speech emotion recognition Convolutional neural network Bidirectional long short term memory Stacking
- Cost-sensitive Fuzzy Multiple Kernel Learning for imbalanced problem被引量：17收藏
- 作者：Wang, Zhe Wang, Bolu Cheng, Yang Li, Dongdong Zhang, Jing
- 机构：East China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2019
- 关键词：Imbalanced data Multiple Kernel Learning Fuzzy membership Information entropy Cost-sensitive learning
- 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
- Neuron Perception Inspired EEG Emotion Recognition With Parallel Contrastive Learning被引量：16收藏
- 作者：Li, Dongdong Huang, Shengyao Xie, Li Wang, Zhe Xu, Jiazhen
- 机构：East China Univ Sci & Technol;Qingdao Univ
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2025
- 关键词：Electroencephalography Visualization Brain modeling Streams Feature extraction Emotion recognition Contrastive learning Adaptation models Visual perception Physiology electroencephalogram (EEG) emotion recognition multisource domain adaptation (DA) visual perception
- Mortality prediction system for heart failure with orthogonal relief and dynamic radius means被引量：16收藏
- 作者：Wang, Zhe Yao, Lijuan Li, Dongdong Ruan, Tong Liu, Min Gao, Ju
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Shanghai Shuguang Hosp
- 来源：INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS 2018
- 关键词：Mortality prediction Heart failure Feature selection Dynamic radius Machine learning
- Personalized Federated Continual Learning for Task-Incremental Biometrics被引量：15收藏
- 作者：Li, Dongdong Huang, Nan Wang, Zhe Yang, Hai
- 机构：East China Univ Sci & Technol
- 来源：IEEE INTERNET OF THINGS JOURNAL 2023
- 关键词：Biometrics federated continual learning (FCL) meta learning task-incremental
