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
- 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
- EEG Emotion Recognition Based on an Implicit Emotion Regulatory Mechanism被引量：75收藏
- 作者：Li, Dongdong Jin, Zhishuo Shen, Yujun Wang, Zhe Jiang, Suo
- 机构： East China University of Science and Technology; Wenzhou Medical University
- 来源：IEEE Transactions on Artificial Intelligence 2025
- 关键词：Adversarial machine learning - Electroencephalography - Emotion Recognition - Federated learning
- faD3QN: A Brain-Inspired Deep REInforcement Learning Model for Speech Depression Detection被引量：64收藏
- 作者：Li, Dongdong Yao, Jia Wang, Zhe Yi, Yichao
- 机构： East China University of Science and Technology; Changning District Mental Health Center
- 来源：IEEE Transactions on Computational Social Systems 2025
- 关键词：Brain - Deep neural networks - Deep rEInforcement learning - Emotion Recognition - Long short-term memory - Psychology computing - Speech communication
- Adversarial Semantic Augmentation for Training Generative Adversarial Networks under Limited Data被引量：61收藏
- 作者：Yang, Mengping Wang, Zhe Chi, Ziqiu Li, Dongdong Du, Wenli
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process; Department of Computer Science & Engineering
- 来源：arXiv 2025
- 关键词：Adversarial machine learning - Data assimilation
- 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
- An End-to-End Speaker Recognition Method Based on Multi-network Stacking被引量：47收藏
- 作者：Fan, Yihan Li, Dongdong Yang, Zhuo
- 机构： Department of Computer Science and Engineering
- 来源：Circuits, Systems, and Signal Processing 2025
- 关键词：Deep neural networks - Embeddings - Emotion Recognition - Information retrieval - Speech analysis - Speech communication
- 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
- 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
- Subtype-Former: a deep learning approach for cancer subtype discovery with multi-omics data被引量：42收藏
- 作者：Yang, Hai Sheng, Yuhang Jiang, Yi Fang, Xiaoyang Li, Dongdong Zhang, Jing Wang, Zhe
- 机构： Department of Computer Science and Engineering; Department of Epidemiology and Biostatistics; Jacobs Technion-Cornell Institute
- 来源：arXiv 2022
- 关键词：Diseases - Formal languages - HTTP - K-means clustering - Learning systems
- Multi-level Feature Joint Learning Methods for Emotional Speaker Recognition被引量：41收藏
- 作者：Zeng, Zhongliang Li, Dongdong Wang, Zhe Yang, Hai
- 机构： School of Information Science and Engineering
- 来源：Proceedings of the International Joint Conference on Neural Networks 2023
- 关键词：Emotion Recognition - Speech recognition
- 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
- ATCCaps: A Call-Sign-Aware Speech Dataset for Air Traffic Control Recognition被引量：40收藏
- 作者：Li, Dongdong Song, Jianwei Wang, Jianwei Wang, Zhe
- 机构： Department of Computer Science and Technology
- 来源：arXiv 2026
- 关键词：Air navigation - Air transportation - Audio recordings - Character recognition - Digital avionics - Fighter aircraft - Flight control systems - Safety engineering - Speech communication - Speech recognition - Statistical tests
- 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)
- Optimizing Clinical Depression Detection: Extracting Depression-Specific Feature Sets Using spFSR to Enhance Speech-Based Diagnosis被引量：32收藏
- 作者：Guo, Wenhui Mao, Xinyu Chen, Binxiao Gu, Manyue Li, Dongdong Yang, Hai
- 机构： East China University of Science and Technology
- 来源：Proceedings - 2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024 2024
- 关键词：Diagnosis - Feature Selection - Noninvasive medical procedures - Speech analysis - Speech enhancement - Stochastic models
- 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
- Mixed Entropy Down-Sampling based Ensemble Learning for Speech Emotion Recognition被引量：30收藏
- 作者：Xuan, Zhengji Li, Dongdong Wang, Zhe Yang, Hai
- 机构： East China University of Science and Technology
- 来源：Proceedings of the International Joint Conference on Neural Networks 2023
- 关键词：Adaptive boosting - Convolutional neural networks - Deep learning - Emotion Recognition - Iterative methods - Neural network models - Speech recognition
- Deep Spatio-Temporal Mutual Learning for EEG Emotion Recognition被引量：28收藏
- 作者：Ye, Wenqing Li, Xinyu Zhang, Haokun Zhu, Zhuolin Li, Dongdong
- 机构： School of Information Science and Engineering
- 来源：Proceedings of the International Joint Conference on Neural Networks 2022
- 关键词：Brain computer interface - Convolutional neural networks - Deep learning - Digital storage - Distillation - Network architecture - Signal to noise ratio - Speech recognition
- 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
- 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
- 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
- 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
- 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
