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
- FSAD-Net: Feedback Spatial Attention Dehazing Network被引量：122收藏
- 作者：Zhou, Yu Chen, Zhihua Li, Ping Song, Haitao Chen, C. L. Philip Sheng, Bin
- 机构：East China Univ Sci & Technol;Hong Kong Polytech Univ;Shanghai Jiao Tong Univ;South China Univ Technol;Dalian Maritime Univ
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2023
- 关键词：Atmospheric modeling Image color analysis Image restoration Scattering Feature extraction Correlation Indexes Dehazing network image dehazing recurrent structure spatial attention mechanism
- EEG classification using sparse Bayesian extreme learning machine for brain-computer interface被引量：114收藏
- 作者：Jin, Zhichao Zhou, Guoxu Gao, Daqi Zhang, Yu
- 机构：East China Univ Sci & Technol;Guangdong Univ Technol;Stanford Univ
- 来源：NEURAL COMPUTING & APPLICATIONS 2020
- 关键词：Brain-computer interface Electroencephalogram Motor imagery Extreme learning machine Sparse Bayesian 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
- MNGNAS: Distilling Adaptive Combination of Multiple Searched Networks for One-Shot Neural Architecture Search被引量：109收藏
- 作者：Chen, Zhihua Qiu, Guhao Li, Ping Zhu, Lei Yang, Xiaokang Sheng, Bin
- 机构：East China Univ Sci & Technol;Hong Kong Polytech Univ;Hong Kong Polytech Univ;Hong Kong Univ Sci & Technol Guangzhou;Hong Kong Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 2023
- 关键词：Computer architecture Training Neural networks Search problems Heuristic algorithms Computational modeling Knowledge engineering Image recognition knowledge distillation multiple searched networks neural architecture search
- Tracking clusters in evolving data streams over sliding windows被引量：103收藏
- 作者：Zhou, Aoying Cao, Feng Qian, Weining Jin, Cheqing
- 机构：Fudan Univ;IBM China Res Lab;E China Univ Sci & Technol
- 来源：KNOWLEDGE AND INFORMATION SYSTEMS 2008
- 关键词：cluster tracking evolving data streams sliding windows
- 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
- ST-Unet: Swin Transformer boosted U-Net with Cross-Layer Feature Enhancement for medical image segmentation被引量：90收藏
- 作者：Zhang, Jing Qin, Qiuge Ye, Qi Ruan, Tong
- 机构：East China Univ Sci & Technol
- 来源：COMPUTERS IN BIOLOGY AND MEDICINE 2023
- 关键词：Medical image segmentation Swin Transformer ST-Unet Cross-layer feature enhancement
- Multi-Neighborhood Simulated Annealing-Based Iterated Local Search for Colored Traveling Salesman Problems被引量：87收藏
- 作者：Zhou, Yangming Xu, Wenqiang Fu, Zhang-Hua Zhou, MengChu
- 机构：Shanghai Jiao Tong Univ;Macau Univ Sci & Technol;East China Univ Sci & Technol;Chinese Univ Hong Kong Shenzhen;Chinese Univ Hong Kong Shenzhen
- 来源：IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS 2022
- 关键词：Urban areas Color Traveling salesman problems Simulated annealing Biological cells Upper bound Robots Multi-neighborhood search simulated annealing iterated local search colored traveling salesman problem
- 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
- Federated Graph Neural Network for Fast Anomaly Detection in Controller Area Networks被引量：85收藏
- 作者：Zhang, Hengrun Zeng, Kai Lin, Shuai
- 机构：East China Univ Sci & Technol;George Mason Univ;Shanghai Inst Technol
- 来源：IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY 2023
- 关键词：Intrusion detection Anomaly detection Training Electronic mail Delays Data privacy Data models CAN bus intrusion detection graph neural network two-stage classifier cascade federated learning
- 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
- Software Defect Prediction via Attention-Based Recurrent Neural Network被引量：76收藏
- 作者：Fan, Guisheng Diao, Xuyang Yu, Huiqun Yang, Kang Chen, Liqiong
- 机构：East China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testi;Shanghai Inst Technol
- 来源：SCIENTIFIC PROGRAMMING 2019
- 关键词：Trees (mathematics) - Program debugging - Defects - Semantics - Software reliability - Syntactics - Forecasting - Open source software
- Structure-Aware Motion Deblurring Using Multi-Adversarial Optimized CycleGAN被引量：75收藏
- 作者：Wen, Yang Chen, Jie Sheng, Bin Chen, Zhihua Li, Ping Tan, Ping Lee, Tong-Yee
- 机构：Shanghai Jiao Tong Univ;Samsung Elect China Res & Dev Ctr;East China Univ Sci & Technol;Hong Kong Polytech Univ;Simon Fraser Univ
- 来源：IEEE TRANSACTIONS ON IMAGE PROCESSING 2021
- 关键词：Image edge detection Kernel Image restoration Estimation Training data Generative adversarial networks Computer architecture Unsupervised image deblurring multi-adversarial structure-aware edge refinement
- Energy and time efficient task offloading and resource allocation on the generic IoT-fog-cloud architecture被引量：67收藏
- 作者：Sun, Huaiying Yu, Huiqun Fan, Guisheng Chen, Liqiong
- 机构：East China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testi;Shanghai Engn Res Ctr Smart Energy;Shanghai Inst Technol
- 来源：PEER-TO-PEER NETWORKING AND APPLICATIONS 2020
- 关键词：IoT Cloud Fog Resource allocation Completion time Energy consumption
- 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
- A Game Theory Approach to Fair and Efficient Resource Allocation in Cloud Computing被引量：57收藏
- 作者：Xu, Xin Yu, Huiqun
- 机构：E China Univ Sci & Technol
- 来源：MATHEMATICAL PROBLEMS IN ENGINEERING 2014
- 关键词：Game theory - Clustering algorithms - Computation theory - Resource allocation
- Few-shot classification via efficient meta-learning with hybrid optimization被引量：54收藏
- 作者：Jia, Jinfang Feng, Xiang Yu, Huiqun
- 机构：East China Univ Sci & Technol; Shanghai Engn Res Ctr Smart Energy
- 来源：ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2024
- 关键词：Few-shot learning Meta-learning Data augmentation Initialization attenuation Resolution increase
- 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
- Accurate and Efficient Inspection of Speckle and Scratch Defects on Surfaces of Planar Products被引量：51收藏
- 作者：Kong, Hui Yang, Jian Chen, Zhihua
- 机构：Nanjing Univ Sci & Technol;East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2017
- 关键词：Defect detection image alignment image matching
- 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
- Outdoor Shadow Estimating Using Multiclass Geometric Decomposition Based on BLS被引量：45收藏
- 作者：Chen, Zhihua Gao, Ting Sheng, Bin Li, Ping Chen, C. L. Philip
- 机构：East China Univ Sci & Technol;Shanghai Jiao Tong Univ;Macau Univ Sci & Technol;Univ Macau;Dalian Maritime Univ
- 来源：IEEE TRANSACTIONS ON CYBERNETICS 2020
- 关键词：Lighting Sun Estimation Learning systems Feature extraction Neural networks Classification algorithms Broad learning system (BLS) illumination estimating Markov random field (MRF) multiclass integrating shadow synthesis
- 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
- Bilevel Memetic Search Approach to the Soft-Clustered Vehicle Routing Problem被引量：43收藏
- 作者：Zhou, Yangming Kou, Yawen Zhou, MengChu
- 机构：Shanghai Jiao Tong Univ;Shanghai Jiao Tong Univ;Macau Univ Sci & Technol;East China Univ Sci & Technol;New Jersey Inst Technol
- 来源：TRANSPORTATION SCIENCE 2023
- 关键词：vehicle routing problem bilevel optimization heuristic memetic search variable neighborhood search
- An optimal deep learning framework for multi-type hemorrhagic lesions detection and quantification in head CT images for traumatic brain injury被引量：42收藏
- 作者：Phaphuangwittayakul, Aniwat Guo, Yi Ying, Fangli Dawod, Ahmad Yahya Angkurawaranon, Salita Angkurawaranon, Chaisiri
- 机构：East China Univ Sci & Technol;Natl Engn Lab Big Data Distribut & Exchange Techn;Shanghai Engn Res Ctr Big Data & Internet Audienc;East China Univ Sci & Technol;Chiang Mai Univ
- 来源：APPLIED INTELLIGENCE 2022
- 关键词：Traumatic brain injury Medical imaging Computed tomography Deep learning Brain lesion segmentation Quantitative assessment algorithm
- Fast Adaptive Meta-Learning for Few-Shot Image Generation被引量：41收藏
- 作者：Phaphuangwittayakul, Aniwat Guo, Yi Ying, Fangli
- 机构：East China Univ Sci & Technol;Natl Engn Lab Big Data Distribut & Exchange Techn;Shanghai Engn Res Ctr Big Data & Internet Audienc;East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON MULTIMEDIA 2022
- 关键词：Task analysis Training Image synthesis Adaptation models Generative adversarial networks Generators Data models Meta-learning few-shot image generation generative adversarial network unsupervised 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
