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
- 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
- Cross on Cross Attention: Deep Fusion Transformer for Image Captioning被引量：86收藏
- 作者：Zhang, Jing Xie, Yingshuai Ding, Weichao Wang, Zhe
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 2023
- 关键词：Image captioning deep fusion transformer global cross encoder cross on cross attention
- Entropy and Confidence-Based Undersampling Boosting Random Forests for Imbalanced Problems被引量：84收藏
- 作者：Wang, Zhe Cao, Chenjie Zhu, Yujin
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2020
- 关键词：Entropy Radio frequency Boosting Decision trees Training Random forests Heuristic algorithms Confidence ensemble learning entropy imbalanced problems random forests (RFs) undersampling
- 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
- Adaptive Semantic-Enhanced Transformer for Image Captioning被引量：47收藏
- 作者：Zhang, Jing Fang, Zhongjun Sun, Han Wang, Zhe
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2024
- 关键词：Semantics Visualization Decoding Transformers Adaptation models Detectors Image reconstruction Adaptive gated mechanism (AGM) adaptive semantic-enhanced transformer (AS-Transformer) constrained weakly supervised learning image captioning
- Global and local multi-view multi-label learning被引量：45收藏
- 作者：Zhu, Changming Miao, Duoqian Wang, Zhe Zhou, Rigui Wei, Lai Zhang, Xiafen
- 机构：Shanghai Maritime Univ;Tongji Univ;East China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2020
- 关键词：Multi-label Label correlation Multi-view
- 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
- Image sentiment classification via multi-level sentiment region correlation analysis被引量：39收藏
- 作者：Zhang, Jing Liu, Xinyu Chen, Mei Ye, Qi Wang, Zhe
- 机构：East China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2022
- 关键词：Image sentiment classification Sentiment region Transformer Multi-level sentiment region correlation analysis
- Entropy-based matrix learning machine for imbalanced data sets被引量：38收藏
- 作者：Zhu, Changming Wang, Zhe
- 机构：Shanghai Maritime Univ;East China Univ Sci & Technol
- 来源：PATTERN RECOGNITION LETTERS 2017
- 关键词：Entropy Fuzzy membership Imbalanced data set Pattern recognition
- 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
- 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
- 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
- Gravitational fixed radius nearest neighbor for imbalanced problem被引量：37收藏
- 作者：Zhu, Yujin Wang, Zhe Gao, Daqi
- 机构：E China Univ Sci & Technol
- 来源：KNOWLEDGE-BASED SYSTEMS 2015
- 关键词：Fixed radius search Nearest neighbor rule Imbalanced data Pattern classification
- 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
- IMCStacking: Cost-sensitive stacking learning with feature inverse mapping for imbalanced problems被引量：36收藏
- 作者：Cao, Chenjie Wang, Zhe
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：KNOWLEDGE-BASED SYSTEMS 2018
- 关键词：Feature mapping Cost-sensitive Decision tree ensemble Linear classifiers Stacking Imbalanced problems
- A novel multi-view learning developed from single-view patterns被引量：35收藏
- 作者：Wang, Zhe Chen, Songcan Gao, Daqi
- 机构：Nanjing Univ Aeronaut & Astronaut;E China Univ Sci & Technol
- 来源：PATTERN RECOGNITION 2011
- 关键词：Multi-view learning Classifier design Rademacher complexity Ensemble learning Ho-Kashyap classifier Regularization learning Pattern recognition
- 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
- Boundary-Eliminated Pseudoinverse Linear Discriminant for Imbalanced Problems被引量：28收藏
- 作者：Zhu, Yujin Wang, Zhe Zha, Hongyuan Gao, Daqi
- 机构：East China Univ Sci & Technol;Georgia Inst Technol
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2018
- 关键词：Heuristic method imbalanced data k-nearest neighbor (kNN) rule pattern classification pseudoinverse linear discriminant (PILD)
- Multi-view learning with Universum被引量：27收藏
- 作者：Wang, Zhe Zhu, Yujin Liu, Wenwen Chen, Zhihua Gao, Daqi
- 机构：E China Univ Sci & Technol
- 来源：KNOWLEDGE-BASED SYSTEMS 2014
- 关键词：Multi-view learning Universum learning Regularization learning Rademacher complexity Pattern classification
- 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
- Adaptive weighted dictionary representation using anchor graph for subspace clustering被引量：26收藏
- 作者：Feng, Wenyi Wang, Zhe Xiao, Ting Yang, Mengping
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Qinghai Univ
- 来源：PATTERN RECOGNITION 2024
- 关键词：Dictionary representation Subspace clustering Anchor graph Projection learning
- Task Encoding With Distribution Calibration for Few-Shot Learning被引量：26收藏
- 作者：Zhang, Jing Zhang, Xinzhou Wang, Zhe
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 2022
- 关键词：Task analysis Feature extraction Adaptation models Calibration Encoding Computational modeling Training Few-shot learning task encoding distribution calibration image classification
- Cascade interpolation learning with double subspaces and confidence disturbance for imbalanced problems被引量：25收藏
- 作者：Wang, Zhe Cao, Chenjie
- 机构：East China Univ Sci & Technol
- 来源：NEURAL NETWORKS 2019
- 关键词：Random subspaces Confidence disturbance Cascade interpolation Ensemble learning Imbalanced problems
