邓赵红｜江南大学｜学者主页

2026

谷氨酸棒杆菌ATCC13032基因组中性位点的计算机筛选及表征

丁晴，林海天，盛琦，黄铭，薛正莲，赵欣雨，邓赵红，刘立明

《微生物学报》

2026

Multi-Modal Generative Fuzzy System: Fuzzy Inference Guided Large Model Interactive Question Answering Framework

Hailong Yang, Jianqi Wang, Guan-Jin Wang, Zhao-Hong Deng

2026

Adaptive Multi-View Fuzzy Clustering With Diverse Anchor Based Guidance

Wei Zhang, An-Dong Li, Te Zhang, Zhao-Hong Deng, Wei-Ping Ding, Guan-Jin Wang

IEEE Transactions on Emerging Topics in Computational Intelligence

DOI

2026

Fuzzy Ensemble Clustering Method via Learning Enhanced Fuzzy Connective Matrices

Ze-Kang Bian, Qidong Dai, Jia Qu, Te Zhang, Zhibin Jiang, Jie Zhou, Zhao-Hong Deng, Shi-Tong Wang

IEEE transactions on fuzzy systems

DOI

2026

Fuzzy Rule-Guided Multiview Differentiable Representation Learning With Dual-Space Information Extraction

Wei Zhang, Jun Zhou, Guan-Jin Wang, Zhao-Hong Deng, Wei-Ping Ding, Witold Pedrycz

IEEE transactions on fuzzy systems

DOI

2026

Enhanced One-Step Incomplete Multiview Fuzzy Clustering With Dual Representation Learning

Wei Zhang, Zhao-Hong Deng, Weiping Ding, Jun Zhou, Te Zhang, K. Choi, Shitong Wang

IEEE transactions on fuzzy systems

DOI

2026

Ensemble clustering method via learning enhanced consensus adjacency matrices

Zekang Bian, Jinwei Sun, Qidong Dai, Jia Qu, Qiongdan Lou, Zhaohong Deng, Shitong Wang

Neurocomputing

DOI

2026

Evidential gating mixture-of-experts based on spatial and temporal transformers for uncertainty-aware engagement estimation

Zengrui Wang, Hongqiang Shen, Juncheng Li, Zhaohong Deng, Jun Shi, Jun Wang

Expert Systems with Applications

DOI

2026

Rule-Transfer-Based Multi-Label Fuzzy System

Qiongdan Lou, Andong Li, Zhaohong Deng

IEEE Transactions on Fuzzy Systems

DOI

2026

HeGFS: Heterophily Graph Fuzzy System for Heterophily Node Classification

Fuping Hu, Zhaohong Deng, Sen Xu, Jinxin Zhu, Xiufang Xu, Shanliang Yao, Meng Xia, Wei Zhang, Andong Li

IEEE Transactions on Fuzzy Systems

DOI

2026

Fuzzy Label Relaxation-based Multi-View Classifier and Application in Adaptive Radiotherapy Eligibility Prediction for Nasopharyngeal Carcinoma Patients

Chengyu Qiu, Saikit Lam, Wei Chen, Yuting Cheng, Guanjin Wang, Zhaohong Deng, Yuanpeng Zhang, Jing Cai

IEEE Transactions on Fuzzy Systems

DOI

2026

Enhancing multi-label classification by a Choquet integral based generalization of the multi-label Takagi–Sugeno–Kang fuzzy system model

Karina Condori, Julian Moises Sejje Suarez, Giancarlo Lucca, Qiongdan Lou, Zhaohong Deng, Humberto Bustince, Graçaliz Pereira Dimuro

Applied Soft Computing

DOI

2026

Frequency-aware adaptive modeling for image-based fine-grained food recognition and characterization

Zhiyong Xiao, Zihao Li, Zhaohong Deng

Journal of Food Measurement & Characterization

DOI

2026

SSMGCN: Multi-View Graph Clustering with Shared-Specific Information Modelling for Spatially Resolved Transcriptomics

Wei Zhang, Danyang Dong, Bangyi Zhang, Ziqi Zhang, Jun Zhou, Yun Zuo, Zhaohong Deng, Weiping Ding, Xiaoyong Pan, Jian Liu

IEEE Transactions on Computational Biology and Bioinformatics

DOI

2026

MEGH-DDI: MolT5-driven edge-aware graph learning with Hop2Token representation for drug–drug interaction prediction

Li Zhou, Yun Zuo, Wenying He, Zhaohong Deng

PLoS Computational Biology

DOI

2026

MVFAN-Kcr: A Multi-View Feature Fusion and Attention-Based Network for Lysine Crotonylation Site Identification

Yun Zuo, Li Zhou, Wenjie Gong, Qiao Ning, Xiangrong Liu, Sisi Yuan, Zhaohong Deng

Interdisciplinary Sciences Computational Life Sciences

DOI

2026

Multi-View Collaboration Feature Fusion for Protein Function Prediction

Hailong Yang, Zhongyu Wang, Haijun Shi, Qiao Ning, Zhaohong Deng, Shudong Hu, Yanqi Zhong

Journal of Chemical Information and Modeling

DOI

2026

FKSUDDAPre: A drug–disease association prediction framework based on F-TEST feature selection and AMDKSU resampling with interpretability analysis

Yun Zuo, Chenyi Zhang, Ge Hua, Qiao Ning, Xi Liu, Xiangxiang Zeng, Zhaohong Deng

PLoS Computational Biology

DOI

2026

EMMPREDMLsub: multi-label prediction of mRNA subcellular localization based on the ESM2 large language model and MMDO-MDPU resampling strategy

Haoyue Luo, Yun Zuo, Jiayue Liu, Jun Wan, Wenying He, Xiangrong Liu, Zhaohong Deng

Journal of Biomolecular Structure and Dynamics

DOI

2026

iDLDDG: predicting protein stability changes from missense mutations in DNA-binding proteins using integrated deep learning features

Xuan Yu, Fang Ge, Dong‐Jun Yu, Zhaohong Deng

Briefings in Bioinformatics

DOI

2026

GAPEK: A General Framework for Multiparameter Enzyme Kinetic Prediction with Adaptive Learning

Chenghao Zhu, Weiping Ding, Wei Zhang, Shu Jiang, Rui Zhou, Zhaohong Deng, Dong‐Jun Yu, Jian Liu

Journal of Chemical Information and Modeling

DOI

2026

Integrating Arrhenius Constraints with Lineage-Aware Meta-Learning for Few-Shot Prediction of Temperature-Dependent Enzyme Kinetics

Xuanhe Liu, Rui Zhou, Siyu Qi, Ning Qiao, Zhaohong Deng

Journal of Chemical Information and Modeling

DOI

2025

基于全域跨语义融合的多级酶功能预测

周汉文，邓赵红，张炜

《计算机科学与探索》

2025

Fuzzy Rule-Based Differentiable Representation Learning

Wei Zhang, Zhao-Hong Deng, Guan-Jin Wang, K. Choi

IEEE Transactions on Neural Networks and Learning Systems

DOI

2025

XAgents: A Unified Framework for Multi-Agent Cooperation via IF-THEN Rules and Multipolar Task Processing Graph

Hailong Yang, Mingxian Gu, Jianqi Wang, Guan-Jin Wang, Zhao-Hong Deng

arXiv.org

DOI

2025

DRIMV_TSK: An Interpretable Surgical Evaluation Model for Incomplete Multi-View Rectal Cancer Data

Wei Zhang, Zi Wang, Hanwen Zhou, Zhao-Hong Deng, Weiping Ding, Yu-Xi Ge, Te Zhang, Yuanpeng Zhang, K. Choi, Shitong Wang, Shudong Hu

arXiv.org

DOI

2025

m2ST: dual multi-scale graph clustering for spatially resolved transcriptomics

Wei Zhang, Zi-Qi Zhang, Hailong Yang, Te Zhang, Shu Jiang, Ning Qiao, Zhao-Hong Deng, Xiao-Yong Pan, Hong-Bin Shen, Dong-Jun Yu, Shitong Wang

Bioinform.

DOI

2025

Diffusion Fuzzy System: Fuzzy Rule Guided Latent Multi-Path Diffusion Modeling

Hailong Yang, Te Zhang, K. Choi, Zhao-Hong Deng

arXiv.org

DOI

2025

GAMA: A General Anonymizing Multi-Agent System for Privacy Preservation Enhanced by Domain Rules and Disproof Method

Hailong Yang, Renhuo Zhao, Guan-Jin Wang, Zhao-Hong Deng

arXiv.org

DOI

2025

Fuzzy Label: From Concept to Its Application in Label Learning

Chenxi Luo, Zhuangzhuang Zhao, Zhao-Hong Deng, Te Zhang

arXiv.org

DOI

2025

From Local to Global: A Progressive Collaborative Learning Framework for Multitask TSK Fuzzy System Modeling

Zhuangzhuang Zhao, Zhao-Hong Deng, Chenxi Luo, K. Choi, Shitong Wang, Yu-Xi Ge, Shudong Hu

IEEE transactions on fuzzy systems

DOI

2025

ADKcat: Enhanced Enzyme Turnover Number Prediction with Adaptive Data Augmentation and Dual Information Exploration

Cheng-Hao Zhu, Wei-Ping Ding, Wei Zhang, Rui Zhou, Zhao-Hong Deng

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2025

HMBVIP: A Novel Hierarchical Multi-Bio-View Intelligent Prediction Networks for Drug-Target Interaction Prediction

Hailong Yang, Qiao Ning, Ze Song, Yue Chen, Guan-Jin Wang, Zhao-Hong Deng, Yun Zuo, Yu-Xi Ge, Shudong Hu

Journal of Chemical Information and Modeling

DOI

2025

GFS-Edge: Graph Fuzzy System for Edge Prediction

Fuping Hu, Zhaohong Deng, Kup‐Sze Choi, Shitong Wang

IEEE Transactions on Fuzzy Systems

DOI

2025

Colonic polyp segmentation based on transformer-convolutional neural networks fusion

Chenxi Luo, Yuanyuan Wang, Zhaohong Deng, Qiongdan Lou, Zhuangzhuang Zhao, Yuxi Ge, Shudong Hu

Pattern Recognition

DOI

2025

One-Step Fuzzy Ensemble Clustering Method via Embedding Ground-Truth Cluster Number Graphs

Zekang Bian, Jia Qu, Zhaohong Deng, Shitong Wang

IEEE Transactions on Fuzzy Systems

DOI

2025

Robust Federated Fuzzy C-Means Algorithm in Heterogeneous Scenarios

Qixian Zhang, Zhaohong Deng, Wei Zhang, Zhuangzhuang Zhao, Zhiyong Xiao, Kup‐Sze Choi, Guanjin Wang, Yuxi Ge, Shudong Hu

IEEE Transactions on Fuzzy Systems

DOI

2025

Dual representation learning for one-step clustering of multi-view data

Wei Zhang, Zhaohong Deng, Kup‐Sze Choi, Jun Wang, Shitong Wang

Artificial Intelligence Review

DOI

2025

SMENET: A Multi-View Semantic Model for Multi-Level Enzyme Function Prediction

Hanwen Zhou, Wei Zhang, Zhaohong Deng, Guanjin Wang, Zhisheng Wei, Lei Wang, Xiaoyong Pan, Hong‐Bin Shen, Dong‐Jun Yu, Jing Wu

IEEE Transactions on Computational Biology and Bioinformatics

DOI

2025

GlySitePred: Identification of Glycation Modification Sites Based on Deep Feature Fusion and NCR-CC Sampling Technology

Jiayue Liu, Yun Zuo, Youxu Tan, Wenying He, Sisi Yuan, Zhaohong Deng

Journal of Chemical Information and Modeling

DOI

2025

Fine-grained food image recognition using a convolutional neural network and swin transformer hybrid model

Zhiyong Xiao, Guang Diao, Chao‐Liang Liu, Zhaohong Deng

Journal of Food Composition and Analysis

DOI

2025

Modeling Enzyme Temperature Stability from Sequence Segment Perspective

Ziqi Zhang, Shiheng Chen, Runze Yang, Zhisheng Wei, Wei Zhang, Lei Wang, Zhanzhi Liu, Fengshan Zhang, Jing Wu, Xiaoyong Pan, Hong‐Bin Shen, Longbing Cao, Zhaohong Deng

Journal of Chemical Information and Modeling

DOI

2025

HyperACP: A cutting-edge hybrid framework for anticancer peptide classification via scalable feature extraction and adaptive neighbor-based synthesis

Bangyi Zhang, Yun Zuo, Jun Wan, Jiayue Liu, Xiangrong Liu, Xiangxiang Zeng, Zhaohong Deng

PLoS Computational Biology

DOI

2025

PreRBP: Interpretable deep learning for RNA-protein binding site prediction with attention mechanism

Huixian Chen, Yun Zuo, Xiangrong Liu, Xiangxiang Zeng, Zhaohong Deng, Jiasong Wu

Analytical Biochemistry

DOI

2025

PreAIS: Prediction of A-to-I editing sites based on DNN-CNN deep learning models

Xingze Fang, Yun Zuo, Youxu Tan, Xiangrong Liu, Xiangxiang Zeng, Zhaohong Deng

Computational Biology and Chemistry

DOI

2025

ASCE-PPIS: A Protein-Protein Interaction Sites Predictor Based on Equivariant Graph Neural Network with Fusion of Structure-Aware Pooling and Graph Collapse

Guanghao Shen, Ziqi Zhang, Zhaohong Deng, Xiaoyong Pan, Hong‐Bin Shen, Dong‐Jun Yu, Shudong Hu, Yuxi Ge

Bioinformatics

DOI

2025

FGFoodNet: Ingredient-perceived fine-grained food recognition for dietary monitoring

Zhiyong Xiao, Yida Sun, Zhaohong Deng

Journal of Food Measurement & Characterization

DOI

2025

Iterative enhancement of cutinase thermostability by multiple strategies based on combined directed evolution and computationally assisted design

Shiheng Chen, Shiheng Chen, Lei Wang, Demin Kong, Zhisheng Wei, Xiaoqi Ling, Zhaohong Deng, Fengshan Zhang, Lingqia Su, Zhanzhi Liu, Jing Wu, Sheng Chen, Sheng Chen

Bioresource Technology

DOI

2025

Explainable RNA-Small Molecule Binding Affinity Prediction Based on Multiview Enhancement Learning

Zeyu Wu, Zhaohong Deng, Qunzhuo Wu, Yun Zuo, Xiaoyong Pan, Hong‐Bin Shen, Xingze Fang, Yuxi Ge, Shudong Hu

Journal of Chemical Information and Modeling

DOI

2025

Advancing Enzyme Optimal pH Prediction via Retrieved Embedding Data Augmentation

Ziqi Zhang, Zhisheng Wei, Zhengqiang Qin, Lei Wang, Jin‐Song Gong, Jin‐Song Shi, Jing Wu, Zhaohong Deng

Journal of Chemical Information and Modeling

DOI

2025

EMOCPD: Efficient Attention-Based Models for Computational Protein Design Using Amino Acid Microenvironment

Xiaoqi Ling, Cheng Cai, Demin Kong, Zhisheng Wei, Jing Wu, Lei Wang, Zhaohong Deng

Journal of Chemical Information and Modeling

DOI

2025

USHB: A Unified Framework for Simulating Human Behaviors in Agent Society through User-and-Item Modeling: Unified Framework for Simulating Human Behaviors

Renhuo Zhao, Hailong Yang, Mingxian Gu, Jianqi Wang, Wu Long, Zhaohong Deng

DOI

2025

SEFP: Structure-Based Enzyme Function Prediction

Ziqi Zhang, Guanqing Yu, Zhaohong Deng, Chenxi Luo, Cheng Cai, Wei Zhang, Fuping Hu, Kup‐Sze Choi, Zhisheng Wei, Lei Wang, Jing Wu

IEEE Transactions on Computational Biology and Bioinformatics

DOI

2025

Self-Supervised Learning and Image-Prompt Fusion for AIGC Image Quality Assessment

Yan Zhao, Qingbing Sang, Zhaohong Deng, Xiaojun Wu

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2025

An ensemble clustering method via learning the CA matrix with fuzzy neighbors

Zekang Bian, Linbiao Yu, Jia Qu, Zhaohong Deng, Shitong Wang

Information Fusion

DOI

2025

MlyPredCSED: based on extreme point deviation compensated clustering combined with cross-scale convolutional neural networks to predict multiple lysine sites in human

Yun Zuo, Xingze Fang, Jiankang Chen, Jiayi Ji, Yuwen Li, Zeyu Wu, Xiangrong Liu, Xiangxiang Zeng, Zhaohong Deng, Hongwei Yin, Anjing Zhao

Briefings in Bioinformatics

DOI

2025

Automated Cluster Elimination Guided by High-Density Points

Xianghui Hu, Yichuan Jiang, Witold Pedrycz, Zhaohong Deng, Jianwei Gao, Yiming Tang

IEEE Transactions on Cybernetics

DOI

2025

MBSCLoc: Multi-Label Subcellular Localization Predict Based on Cluster Balanced Subspace Partitioning Method and Multi-Class Contrastive Representation Learning

Bangyi Zhang, Yun Zuo, Zhiqiang Dai, Sifan Zhu, Xuan Liu, Zhaohong Deng

IEEE Journal of Biomedical and Health Informatics

DOI

2025

No-Reference Image Quality Assessment Leveraging GenAI Images

Qingbing Sang, Qian Li, Lixiong Liu, Zhaohong Deng, Xiao‐Jun Wu, Alan Conrad Bovik

IEEE Transactions on Image Processing

DOI

2025

CATransUnetLBP: Accurate Prediction of Protein-Ligand Binding Pockets Using a Hybrid Network

Cheng Cai, Zhaohong Deng, Andong Li, Yun Zuo, Haoran Chen, Zhisheng Wei, Lei Wang, Xiaoyong Pan, Hong‐Bin Shen, Dong‐Jun Yu

IEEE Transactions on Computational Biology and Bioinformatics

DOI

2024

Generative Fuzzy System for Sequence-to-Sequence Learning via Rule-Based Inference

Hailong Yang, Zhao-Hong Deng, Wei Zhang, Zhuangzhuang Zhao, Guan-Jin Wang, K. Choi

IEEE Transactions on Neural Networks and Learning Systems

DOI

2024

XAgents: A Framework for Interpretable Rule-Based Multi-Agents Cooperation

Hailong Yang, Mingxian Gu, Renhuo Zhao, Fu-Ping Hu, Zhao-Hong Deng, Yitang Chen

arXiv.org

DOI

2024

Dual Anchor Graph Fuzzy Clustering for Multiview Data

Wei Zhang, Xiuyu Huang, Andong Li, Te Zhang, Weiping Ding, Zhaohong Deng, Shitong Wang

IEEE Transactions on Fuzzy Systems

DOI

2024

GFS-Node: Graph Fuzzy Systems for Node Prediction

Fuping Hu, Zhaohong Deng, Zhenping Xie, Te Zhang, Kup‐Sze Choi, Fan Zhang, Shitong Wang

IEEE Transactions on Fuzzy Systems

DOI

2024

High-Precision Crop Leaf Disease Identification Using MMCA-ConvNeXt with Multi-scale Multidimensional Collaborative Attention

Qing Lü, Zhiyong Xiao, Zhaohong Deng

International Conference on Virtual Reality and Visualization

DOI

2024

FoodCSWin: A high-accuracy food image recognition model for dietary assessment

Zhiyong Xiao, Ruke Ling, Zhaohong Deng

Journal of Food Composition and Analysis

DOI

2024

Research progress on Drug-Target Interactions in the last five years

Yun Zuo, Xiaoting Wu, Fei Ge, Hongjin Yan, Sirui Fei, Jingwen Liang, Zhaohong Deng

Analytical Biochemistry

DOI

2024

PreMLS: The undersampling technique based on ClusterCentroids to predict multiple lysine sites

Yun Zuo, Xingze Fang, Jiayong Wan, Wenying He, Xiangrong Liu, Xiangxiang Zeng, Zhaohong Deng

PLoS Computational Biology

DOI

2024

MSlocPRED: deep transfer learning-based identification of multi-label mRNA subcellular localization

Yun Zuo, Bangyi Zhang, Wenying He, Yue Bi, Xiangrong Liu, Xiangxiang Zeng, Zhaohong Deng

Briefings in Bioinformatics

DOI

2024

ILYCROsite: Identification of lysine crotonylation sites based on FCM-GRNN undersampling technique

Yun Zuo, Minquan Wan, Yang Shen, Xinheng Wang, Wenying He, Yue Bi, Xiangrong Liu, Zhaohong Deng

Computational Biology and Chemistry

DOI

2024

Glypred: Lysine Glycation Site Prediction via CCU–LightGBM–BiLSTM Framework with Multi-Head Attention Mechanism

Yun Zuo, Bangyi Zhang, Yinkang Dong, Wenying He, Yue Bi, Xiangrong Liu, Xiangxiang Zeng, Zhaohong Deng

Journal of Chemical Information and Modeling

DOI

2024

HGLA: Biomolecular Interaction Prediction Based on Mixed High-Order Graph Convolution With Filter Network via LSTM and Channel Attention

Zhen Zhang, Zhaohong Deng, Ruibo Li, Wei Zhang, Qiongdan Lou, Kup‐Sze Choi, Shitong Wang

IEEE Transactions on Computational Biology and Bioinformatics

DOI

2024

Fine grained food image recognition based on swin transformer

Zhiyong Xiao, Guang Diao, Zhaohong Deng

Journal of Food Engineering

DOI

2024

Research progress on prediction of RNA-protein binding sites in the past five years

Yun Zuo, Huixian Chen, Lele Yang, Ruoyan Chen, Xiaoyao Zhang, Zhaohong Deng

Analytical Biochemistry

DOI

2024

Light3DHS: A lightweight 3D hippocampus segmentation method using multiscale convolution attention and vision transformer

Zhiyong Xiao, Yuhong Zhang, Zhaohong Deng, Fei Liu

NeuroImage

DOI

2024

CarSitePred: an integrated algorithm for identifying carbonylated sites based on KNDUA-LNDOT resampling technique

Yun Zuo, Jingrun Zhang, Wenying He, Xiangrong Liu, Zhaohong Deng

Journal of Biomolecular Structure and Dynamics

DOI

2023

兼顾个性特征和融合特征的阿尔茨海默病分类

曹营利，邓赵红，胡曙东，王士同

《计算机科学与探索》

2023

A Deep Learning Method for Colon Polyp Segmentation with Better Universality

Yuanyuan Wang, Zhaohong Deng

IEEE International Conference on Medical Artificial Intelligence (MedAI)

DOI

2023

Graph Fuzzy System for the Whole Graph Prediction: Concepts, Models, and Algorithms

Fuping Hu, Zhaohong Deng, Guanjin Wang, Zhenping Xie, Kup‐Sze Choi, Shitong Wang

IEEE Transactions on Fuzzy Systems

DOI

2023

Takagi-Sugeno-Kang Fuzzy System Towards Label-scarce Incomplete Multi-View Data Classification

Wei Zhang, Zhaohong Deng, Qiongdan Lou, Te Zhang, Kup‐Sze Choi, Shitong Wang

Information Sciences

DOI

2023

End-to-End Multiview Fuzzy Clustering With Double Representation Learning and Visible-Hidden View Cooperation

Hongtan Yang, Zhaohong Deng, Wei Zhang, Qunzhuo Wu, Kup‐Sze Choi, Shitong Wang

IEEE Transactions on Fuzzy Systems

DOI

2023

Rules-Based Heterogeneous Feature Transfer Learning Using Fuzzy Inference

Qiongdan Lou, Wu Sun, Wěi Zhāng, Zhaohong Deng, Kup‐Sze Choi, Shitong Wang

IEEE Transactions on Fuzzy Systems

DOI

2023

Multiview Transfer Representation Learning With TSK Fuzzy System for EEG Epilepsy Detection

Andong Li, Zhaohong Deng, Wei Zhang, Zhiyong Xiao, Kup‐Sze Choi, Yueying Liu, Shudong Hu, Shitong Wang

IEEE Transactions on Fuzzy Systems

DOI

2023

One-Step Multiview Fuzzy Clustering With Collaborative Learning Between Common and Specific Hidden Space Information

Wei Zhang, Zhaohong Deng, Te Zhang, Kup‐Sze Choi, Shitong Wang

IEEE Transactions on Neural Networks and Learning Systems

DOI

2023

Multi-view Fuzzy Representation Learning with Rules based Model

Wei Zhang, Zhaohong Deng, Te Zhang, Kup‐Sze Choi, Shitong Wang

IEEE Transactions on Knowledge and Data Engineering

DOI

2023

High accuracy food image classification via vision transformer with data augmentation and feature augmentation

Xinle Gao, Zhiyong Xiao, Zhaohong Deng

Journal of Food Engineering

DOI

2023

MMTD: A Multilingual and Multimodal Spam Detection Model Combining Text and Document Images

Ziqi Zhang, Zhaohong Deng, Wei Zhang, Lingchao Bu

Applied Sciences

DOI

2023

MMSMAPlus: a multi-view multi-scale multi-attention embedding model for protein function prediction

Zhongyu Wang, Zhaohong Deng, Wei Zhang, Qiongdan Lou, Kup‐Sze Choi, Zhisheng Wei, Lei Wang, Jing Wu

Briefings in Bioinformatics

DOI

2023

Deep Image Feature Learning With Fuzzy Rules

Xiang Ma, Liangzhe Chen, Zhaohong Deng, Peng Xu, Qisheng Yan, Kup‐Sze Choi, Shitong Wang

IEEE Transactions on Emerging Topics in Computational Intelligence

DOI

2023

RMMLP:Rolling MLP and matrix decomposition for skin lesion segmentation

Chao Ji, Zhaohong Deng, Yan Ding, Fengsheng Zhou, Zhiyong Xiao

Biomedical Signal Processing and Control

DOI

2023

Revised Tunable Q-Factor Wavelet Transform for EEG-Based Epileptic Seizure Detection

Zhen Liu, Bingyu Zhu, Manfeng Hu, Zhaohong Deng, Jingxiang Zhang

IEEE Transactions on Neural Systems and Rehabilitation Engineering

DOI

2022

利用ELM-AE和迁移表征学习构建的目标跟踪系统

杨政，邓赵红，罗晓清，顾鑫，王士同

《计算机科学与探索》

2022

基于模糊规则学习的无监督异构领域自适应

孙武，邓赵红，娄琼丹，顾鑫，王士同

《计算机科学与探索》

2022

面向多分类自闭症辅助诊断的标记分布学习

章枫叶欣，王骏，贾修一，潘祥，邓赵红，施俊，王士同

《计算机科学与探索》

2022

注意力与跨尺度融合的SSD目标检测算法

李青援，邓赵红，罗晓清，顾鑫，王士同

《计算机科学与探索》

2022

Double-coupling learning for multi-task data stream classification

Yingzhong Shi, Andong Li, Zhaohong Deng, Qisheng Yan, Qiongdan Lou, Haoran Chen, Kup‐Sze Choi, Shitong Wang

Information Sciences

DOI

2022

Efficient Combination of CNN and Transformer for Dual-Teacher Uncertainty-guided Semi-supervised Medical Image Segmentation

Zhiyong Xiao, Yixin Su, Zhaohong Deng, Weidong Zhang

Computer Methods and Programs in Biomedicine

DOI

2022

End-to-End Incomplete Multiview Fuzzy Clustering With Adaptive Missing View Imputation and Cooperative Learning

Wei Zhang, Zhaohong Deng, Kup‐Sze Choi, Shitong Wang

IEEE Transactions on Fuzzy Systems

DOI

2022

Enhanced Multiview Fuzzy Clustering Using Double Visible-Hidden View Cooperation and Network LASSO Constraint

Zhaohong Deng, Ling Liang, Hongtan Yang, Wei Zhang, Qiongdan Lou, Kup‐Sze Choi, Te Zhang, Jin Zhou, Shitong Wang

IEEE Transactions on Fuzzy Systems

DOI

2022

EnsDeepDP: An Ensemble Deep Learning Approach for Disease Prediction Through Metagenomics

Yang Shen, Jinlin Zhu, Zhaohong Deng, Wenwei Lu, Hongchao Wang

IEEE Transactions on Computational Biology and Bioinformatics

DOI

2022

MDGF-MCEC: a multi-view dual attention embedding model with cooperative ensemble learning for CircRNA-disease association prediction

Qunzhuo Wu, Zhaohong Deng, Xiaoyong Pan, Hong‐Bin Shen, Kup‐Sze Choi, Shitong Wang, Jing Wu, Dong‐Jun Yu

Briefings in Bioinformatics

DOI

2021

基于核诱导的不完整多视角聚类

张炜，邓赵红，王士同

《计算机科学与探索》

2021

任务间共享和特有结构分解的多任务TSK模糊系统建模

赵壮壮，王骏，潘祥，邓赵红，施俊，王士同

《智能系统学报》

2021

4D卷积神经网络的自闭症功能磁共振图像分类

郭磊，王骏，丁维昌，潘祥，邓赵红，施俊，王士同

《智能系统学报》

2021

多粒度融合的模糊规则系统图像特征学习

马翔，邓赵红，王士同

《计算机科学与探索》

2021

兼顾显隐信息与特征加权的多视角模糊聚类

梁凌，邓赵红，王士同

《计算机科学与探索》

2021

融合多视角和多标签学习的RNA结合蛋白识别

杨海涛，邓赵红，王士同

《计算机科学与探索》

2021

Multilabel Takagi-Sugeno-Kang Fuzzy System

Qiongdan Lou, Zhaohong Deng, Zhiyong Xiao, Kup‐Sze Choi, Shitong Wang

IEEE Transactions on Fuzzy Systems

DOI

2021

Monotonic relation-constrained Takagi-Sugeno-Kang fuzzy system

Zhaohong Deng, Ya Cao, Qiongdan Lou, Kup‐Sze Choi, Shitong Wang

Information Sciences

DOI

2021

Incomplete Multiple View Fuzzy Inference System With Missing View Imputation and Cooperative Learning

Wei Zhang, Zhaohong Deng, Te Zhang, Kup‐Sze Choi, Jun Wang, Shitong Wang

IEEE Transactions on Fuzzy Systems

DOI

2021

Manifold-Regularized Multitask Fuzzy System Modeling With Low-Rank and Sparse Structures in Consequent Parameters

Jun Wang, Zhuangzhuang Zhao, Zhaohong Deng, Kup‐Sze Choi, Lejun Gong, Jun Shi, Shitong Wang

IEEE Transactions on Fuzzy Systems

DOI

2021

circRNA-binding protein site prediction based on multi-view deep learning, subspace learning and multi-view classifier

Hui Li, Zhaohong Deng, Haitao Yang, Xiaoyong Pan, Zhisheng Wei, Hong‐Bin Shen, Kup‐Sze Choi, Lei Wang, Shitong Wang, Jing Wu

Briefings in Bioinformatics

DOI

2021

Transductive Multiview Modeling With Interpretable Rules, Matrix Factorization, and Cooperative Learning

Wei Zhang, Zhaohong Deng, Jun Wang, Kup‐Sze Choi, Te Zhang, Xiaoqing Luo, Hong‐Bin Shen, Wenhao Ying, Shitong Wang

IEEE Transactions on Cybernetics

DOI

2021

Robust Multi-Label Relief Feature Selection Based on Fuzzy Margin Co-Optimization

Qiongdan Lou, Zhaohong Deng, Kup‐Sze Choi, Hong‐Bin Shen, Jun Wang, Shitong Wang

IEEE Transactions on Emerging Topics in Computational Intelligence

DOI

2020

TSK模糊逻辑系统相关滤波器跟踪算法

陈晨，高艳丽，邓赵红，王士同

《计算机科学与探索》

2020

多模糊核融合的单目标跟踪算法

陈晨，邓赵红，高艳丽，王士同

《计算机科学与探索》

2020

可能性匹配知识迁移原型聚类算法

聂飞，高艳丽，邓赵红，王士同

《智能系统学报》

2020

基于联合信息保持的异构领域自适应

许鹏，邓赵红，王骏，王士同

《计算机科学与探索》

2020

融合深度和浅层特征的多视角癫痫检测算法

田晓彬，邓赵红，王士同

《计算机科学与探索》

2020

面向自闭症辅助诊断的联合组稀疏TSK建模方法

张春香，王骏，张嘉旭，邓赵红，潘祥，王士同

《计算机科学与探索》

2020

融合模糊推理和流形正则化的特征迁移学习

宋仪轩，邓赵红，秦斌

《计算机科学与探索》

2020

Robust TSK Fuzzy System Based on Semisupervised Learning for Label Noise Data

Te Zhang, Zhaohong Deng, Hisao Ishibuchi, Lie Meng Pang

IEEE Transactions on Fuzzy Systems

DOI

2020

Transfer Representation Learning With TSK Fuzzy System

Peng Xu, Zhaohong Deng, Jun Wang, Qun Zhang, Kup‐Sze Choi, Shitong Wang

IEEE Transactions on Fuzzy Systems

DOI

2020

Multi-View Clustering With the Cooperation of Visible and Hidden Views

Zhaohong Deng, Ruixiu Liu, Peng Xu, Kup‐Sze Choi, Wei Zhang, Xiaobin Tian, Te Zhang, Ling Liang, Bin Qin, Shitong Wang

IEEE Transactions on Knowledge and Data Engineering

DOI

2020

Mapping approach for multiscale emulation networks in heterogeneous environments

Jiayou Shang, Xiaofeng Wang, Yang Chen, Zhaohong Deng

DOI

2020

RNA-binding protein recognition based on multi-view deep feature and multi-label learning

Haitao Yang, Zhaohong Deng, Xiaoyong Pan, Hong‐Bin Shen, Kup‐Sze Choi, Lei Wang, Shitong Wang, Jing Wu

Briefings in Bioinformatics

DOI

2019

一种面向中小规模数据集的模糊分类方法

周塔，邓赵红，蒋亦樟，王士同

《软件学报》

DOI

2019

融合稀疏隐视角信息学习的多视角聚类算法

刘瑞秀，高艳丽，邓赵红，王士同

《计算机科学与探索》

2019

显隐信息协同的多视角极限学习模糊系统

张特，邓赵红，王士同

《计算机科学与探索》

2019

Multi-View Information-Theoretic Co-Clustering for Co-Occurrence Data

Peng Xu, Zhaohong Deng, Kup‐Sze Choi, Longbing Cao, Shitong Wang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2019

Concise Fuzzy System Modeling Integrating Soft Subspace Clustering and Sparse Learning

Peng Xu, Zhaohong Deng, Chen Cui, Te Zhang, Kup‐Sze Choi, Suhang Gu, Jun Wang, Shitong Wang

IEEE Transactions on Fuzzy Systems

DOI

2019

Guest Editorial: Special Issue on New Advances in Deep-Transfer Learning

Zhaohong Deng, J. Lu, Dongrui Wu, Kup‐Sze Choi, Shiliang Sun, Yusuke Nojima

IEEE Transactions on Emerging Topics in Computational Intelligence

DOI

2019

Multitask TSK Fuzzy System Modeling by Jointly Reducing Rules and Consequent Parameters

Jun Wang, Defu Lin, Zhaohong Deng, Yizhang Jiang, Jihua Zhu, Lei Chen, Zuoyong Li, Lejun Gong, Shitong Wang

IEEE Transactions on Systems Man and Cybernetics Systems

DOI

2018

基于代表点评分策略的快速自适应聚类算法

张远鹏，邓赵红，钟富礼，杭文龙，王士同

《计算机研究与发展》

2018

面向单调分类的简洁单调TSK模糊系统

崔晨，邓赵红，王士同

《南京大学学报(自然科学)》

2018

基于共享矢量链的多任务概念漂移分类方法

史荧中，邓赵红，钱鹏江，王士同

《控制与决策》

DOI

2018

单调约束的TSK模糊系统模型

曹雅，邓赵红，王士同

《计算机科学与探索》

2018

基于单调约束的径向基函数神经网络模型

曹雅，邓赵红，王士同

《山东大学学报(工学版)》

2018

基于核心向量机的多任务概念漂移数据快速分类

史荧中，王士同，邓赵红，侯立功，钱冬杰

《智能系统学报》

2018

Multiview Fuzzy Logic System With the Cooperation Between Visible and Hidden Views

Te Zhang, Zhaohong Deng, Dongrui Wu, Shitong Wang

IEEE Transactions on Fuzzy Systems

DOI

2018

Generalized Hidden-Mapping Minimax Probability Machine for the training and reliability learning of several classical intelligent models

Zhaohong Deng, Junyong Chen, Te Zhang, Longbing Cao, Shitong Wang

Information Sciences

DOI

2017

面向大规模数据属性效应控制的核心向量回归机

刘解放，王士同，王骏，邓赵红

《计算机研究与发展》

2017

一种具有最优保证特性的贝叶斯可能性聚类方法

刘解放，王士同，王骏，邓赵红

《电子与信息学报》

2017

区间二型模糊子空间0阶TSK系统

陈俊勇，邓赵红，王士同

《计算机科学与探索》

2017

ルールベース分類器を用いた脳波によるてんかんの検出【Powered by NICT】

Guan-Jin Wang, Zhao-Hong Deng, K. Choi

2016

面向癫痫EEG自适应识别的迁移径向基神经网络

谢丽潇，邓赵红，史荧中，王士同

《计算机科学与探索》

2016

面向癫痫脑电图信号识别的径向基最小最大概率分类树

邓赵红，陈俊勇，刘解放，王士同

《电子与信息学报》

2016

堆叠隐空间模糊C均值聚类算法

王骏，刘欢，蒋亦樟，邓赵红，王士同

《控制与决策》

2016

基于划分自适应融合的多视角模糊聚类算法

邓赵红，张丹丹，蒋亦樟，刘解放，王士同

《控制与决策》

2016

面向属性效应控制的等均值约束支持向量回归机

刘解放，王士同，王骏，邓赵红

《控制与决策》

DOI

2016

堆叠隐空间模糊C回归算法及其在发酵数据多模型建模中的应用

刘欢，王骏，邓赵红，王士同

《智能系统学报》

2016

面向多视角数据的极大熵聚类算法

张丹丹，邓赵红，王士同

《计算机科学与探索》

2016

基于模糊子空间聚类的0阶岭回归TSK模糊系统

邓赵红，张江滨，蒋亦樟，王士同

《控制与决策》

2016

Takagi-Sugeno-てんかん脳波信号の適応認識のためのKang転移学習ファジィ論理システム【Powered by NICT】

Chang-Jian Yang, Zhao-Hong Deng, K. Choi, Shi-Tong Wang

2016

A survey on soft subspace clustering

Zhaohong Deng, Kup‐Sze Choi, Yizhang Jiang, Jun Wang, Shitong Wang

Information Sciences

DOI

2015

知识迁移极大熵聚类算法

钱鹏江，孙寿伟，蒋亦樟，王士同，邓赵红

《控制与决策》

DOI

2015

基于0阶TSK型迁移模糊系统的EEG信号自适应识别

杨昌健，邓赵红，蒋亦樟，王士同

《计算机应用研究》

2015

基于模糊子空间聚类的〇阶L2型TSK模糊系统

邓赵红，张江滨，蒋亦樟，史荧中，王士同

《电子与信息学报》

2015

模糊子空间聚类的径向基函数神经网络建模

张江滨，邓赵红，王士同

《计算机科学与探索》

2015

迁移学习模糊识别方法和智能建模

王士同，钟富礼，蒋亦樟，邓赵红，钱鹏江

《服装学报》

2014

融合异构特征的子空间迁移学习算法

张景祥，王士同，邓赵红，蒋亦樟，李奕

《自动化学报》

2014

在大规模数据集上进行快速自适应同步聚类

应文豪，许敏，王士同，邓赵红

《计算机研究与发展》

2014

MMCKDE:基于数据流的m-混合聚类核概率密度估计

许敏，邓赵红，王士同，史荧中

《计算机研究与发展》

2014

具有协同约束的共生迁移学习算法研究

张景祥，王士同，邓赵红，李奕，蒋亦樟

《电子学报》

2014

基于迁移学习的癫痫EEG信号自适应识别

杨昌健，邓赵红，蒋亦樟，王士同

《计算机科学与探索》

2014

Transductive domain adaptive learning for epileptic electroencephalogram recognition

Changjian Yang, Zhaohong Deng, Kup‐Sze Choi, Yizhang Jiang, Shitong Wang

Artificial Intelligence in Medicine

DOI

2014

Generalized Hidden-Mapping Ridge Regression, Knowledge-Leveraged Inductive Transfer Learning for Neural Networks, Fuzzy Systems and Kernel Methods

Zhaohong Deng, Kup‐Sze Choi, Yizhang Jiang, Shitong Wang

IEEE Transactions on Cybernetics

DOI

2013

基于类分布的领域自适应支持向量机

应文豪，王士同，邓赵红，王骏

《自动化学报》

2013

适于渐变概念漂移数据的自适应分类算法

张景祥，王士同，邓赵红

《模式识别与人工智能》

2013

基于知识利用的迁移学习一般化增强模糊划分聚类算法

蒋亦樟，邓赵红，王骏，葛洪伟，王士同

《模式识别与人工智能》

2012

特征加权距离与软子空间学习相结合的文本聚类新方法

王骏，王士同，邓赵红

《计算机学报》

2012

ML型迁移学习模糊系统

蒋亦樟，邓赵红，王士同

《自动化学报》

2012

面向小目标图像的快速核密度估计图像阈值分割算法

王骏，王士同，邓赵红，应文豪

《自动化学报》

2012

Knowledge-Leverage-Based Fuzzy System and Its Modeling

Zhaohong Deng, Yizhang Jiang, Fu-Lai Chung, Hisao Ishibuchi, Shitong Wang

IEEE Transactions on Fuzzy Systems

DOI

2012

From Gaussian kernel density estimation to kernel methods

Shitong Wang, Zhaohong Deng, Fu-Lai Chung, Wenjun Hu

International Journal of Machine Learning and Cybernetics

DOI

2011

基于稀疏Parzen窗密度估计的快速自适应相似度聚类方法

钱鹏江，王士同，邓赵红

《自动化学报》

2011

基于移相加权球面单簇聚类的周期时间序列异常检测

王骏，钟富礼，王士同，邓赵红

《自动化学报》

2011

快速核密度估计定理和大规模图论松弛聚类方法

钱鹏江，王士同，邓赵红

《自动化学报》

2011

极大熵Relief特征加权

张翔，邓赵红，王士同，蔡及时

《计算机研究与发展》

2011

EEW-SC: Enhanced Entropy-Weighting Subspace Clustering for high dimensional gene expression data clustering analysis

Zhaohong Deng, Kup‐Sze Choi, Fu-Lai Chung, Shitong Wang

Applied Soft Computing

DOI

2011

Maximum Entropy Relief Feature Weighting

Xiang Zhang, Zhaohong Deng, Shitong Wang, Kup‐Sze Choi

Journal of Computer Research and Development

2010

基于最小最大概率分割准则的图像阈值分割方法

王骏，王士同，邓赵红，祁云嵩

《模式识别与人工智能》

2010

Scalable TSK Fuzzy Modeling for Very Large Datasets Using Minimal-Enclosing-Ball Approximation

Zhaohong Deng, Kup‐Sze Choi, Fu-Lai Chung, Shitong Wang

IEEE Transactions on Fuzzy Systems

DOI

2010

Robust Relief-Feature Weighting, Margin Maximization, and Fuzzy Optimization

Zhaohong Deng, Fu-Lai Chung, Shitong Wang

IEEE Transactions on Fuzzy Systems

DOI

2010

Fermentation process modeling of exopolysaccharide using neural networks and fuzzy systems with entropy criterion

Zuo-Ping Tan, Shitong Wang, Zhaohong Deng, Guocheng Du

Journal of Biomedical Science and Engineering

DOI

2010

Fast mean shift spectral clustering on large data sets

Zhaohong Deng

Kongzhi yu juece

2009

改进模糊划分的FCM聚类算法的一般化研究

朱林，王士同，邓赵红

《计算机研究与发展》

2009

广义的势支撑特征选择方法GPSFM

皋军，王士同，邓赵红

《计算机研究与发展》

2009

Improved Mean Shift Spectral Clustering Based on Reduced Set Density Estimator

Pengjiang Qian, Shitong Wang, Xiao‐Jun Wu, Zhaohong Deng, Qingbing Sang

Chinese Conference on Pattern Recognition

DOI

2009

Enhanced soft subspace clustering integrating within-cluster and between-cluster information

Zhaohong Deng, Kup‐Sze Choi, Fu-Lai Chung, Shitong Wang

Pattern Recognition

DOI

2009

An Adaptive Fuzzy-Inference-Rule-Based Flexible Model for Automatic Elastic Image Registration

Fu-Lai Chung, Zhaohong Deng, Shitong Wang

IEEE Transactions on Fuzzy Systems

DOI

2008

基于神经模糊的模式识别的几个问题的研究

邓赵红

《江南大学》

2008

From Minimum Enclosing Ball to Fast Fuzzy Inference System Training on Large Datasets

Fu-Lai Chung, Zhaohong Deng, Shitong Wang

IEEE Transactions on Fuzzy Systems

DOI

2007

A New Minimax Probability Based Classifier Using Fuzzy Hyper-Ellipsoid

Zhaohong Deng, Fu-Lai Chung, Shitong Wang

IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks

DOI

2006

CATSMLP: Toward a Robust and Interpretable Multilayer Perceptron With Sigmoid Activation Functions

Fu-Lai Chung, Shitong Wang, Zhaohong Deng, Dewen Hu

IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)

DOI

2006

Robust fuzzy clustering neural network based on ɛ-insensitive loss function

Shitong Wang, Fu-Lai Chung, Zhaohong Deng, HU De-wen

Applied Soft Computing

DOI

2006

Clustering Analysis of Gene Expression Data based on Semi-supervised Visual Clustering Algorithm

Fu-Lai Chung, Shitong Wang, Zhaohong Deng, Shu Chen, Dewen Hu

Soft Computing

DOI

2005

基于视觉原理和Weber定律的TSK模糊系统建模

邓赵红，王士同，吴锡生

《模式识别与人工智能》

2005

鲁棒性的模糊聚类神经网络

邓赵红，王士同

《软件学报》

2005

Robust maximum entropy clustering algorithm with its labeling for outliers

Wang Shitong, Fu-Lai Chung, Zhaohong Deng, HU De-wen, WU Xi-sheng

Soft Computing

DOI

2004

鲁棒的极大熵聚类算法RMEC及其例外点标识

邓赵红，邓赵红王士同吴锡生胡德文

《中国工程科学》，Vol. 6, No. 9

下载原文

2004

适于癌基因表达数据集的新特征提取标准NFEC及其分类新算法研究

邓赵红，王士同，胡德文

《生物信息学》

2004

Fuzzy kernel hyperball perceptron

Fu-Lai Chung, Wang Shitong, Zhaohong Deng, HU De-wen

Applied Soft Computing

DOI

精选作品

期刊论文

谷氨酸棒杆菌ATCC13032基因组中性位点的计算机筛选及表征

Multi-Modal Generative Fuzzy System: Fuzzy Inference Guided Large Model Interactive Question Answering Framework

Adaptive Multi-View Fuzzy Clustering With Diverse Anchor Based Guidance

Fuzzy Ensemble Clustering Method via Learning Enhanced Fuzzy Connective Matrices

Fuzzy Rule-Guided Multiview Differentiable Representation Learning With Dual-Space Information Extraction

Enhanced One-Step Incomplete Multiview Fuzzy Clustering With Dual Representation Learning

Ensemble clustering method via learning enhanced consensus adjacency matrices

Evidential gating mixture-of-experts based on spatial and temporal transformers for uncertainty-aware engagement estimation

Rule-Transfer-Based Multi-Label Fuzzy System

HeGFS: Heterophily Graph Fuzzy System for Heterophily Node Classification

Fuzzy Label Relaxation-based Multi-View Classifier and Application in Adaptive Radiotherapy Eligibility Prediction for Nasopharyngeal Carcinoma Patients

Enhancing multi-label classification by a Choquet integral based generalization of the multi-label Takagi–Sugeno–Kang fuzzy system model

Frequency-aware adaptive modeling for image-based fine-grained food recognition and characterization

SSMGCN: Multi-View Graph Clustering with Shared-Specific Information Modelling for Spatially Resolved Transcriptomics

MEGH-DDI: MolT5-driven edge-aware graph learning with Hop2Token representation for drug–drug interaction prediction

MVFAN-Kcr: A Multi-View Feature Fusion and Attention-Based Network for Lysine Crotonylation Site Identification

Multi-View Collaboration Feature Fusion for Protein Function Prediction

FKSUDDAPre: A drug–disease association prediction framework based on F-TEST feature selection and AMDKSU resampling with interpretability analysis

EMMPREDMLsub: multi-label prediction of mRNA subcellular localization based on the ESM2 large language model and MMDO-MDPU resampling strategy

iDLDDG: predicting protein stability changes from missense mutations in DNA-binding proteins using integrated deep learning features

GAPEK: A General Framework for Multiparameter Enzyme Kinetic Prediction with Adaptive Learning

Integrating Arrhenius Constraints with Lineage-Aware Meta-Learning for Few-Shot Prediction of Temperature-Dependent Enzyme Kinetics

基于全域跨语义融合的多级酶功能预测

Fuzzy Rule-Based Differentiable Representation Learning

XAgents: A Unified Framework for Multi-Agent Cooperation via IF-THEN Rules and Multipolar Task Processing Graph

DRIMV_TSK: An Interpretable Surgical Evaluation Model for Incomplete Multi-View Rectal Cancer Data

m2ST: dual multi-scale graph clustering for spatially resolved transcriptomics

Diffusion Fuzzy System: Fuzzy Rule Guided Latent Multi-Path Diffusion Modeling

GAMA: A General Anonymizing Multi-Agent System for Privacy Preservation Enhanced by Domain Rules and Disproof Method

Fuzzy Label: From Concept to Its Application in Label Learning

From Local to Global: A Progressive Collaborative Learning Framework for Multitask TSK Fuzzy System Modeling

ADKcat: Enhanced Enzyme Turnover Number Prediction with Adaptive Data Augmentation and Dual Information Exploration

HMBVIP: A Novel Hierarchical Multi-Bio-View Intelligent Prediction Networks for Drug-Target Interaction Prediction

GFS-Edge: Graph Fuzzy System for Edge Prediction

Colonic polyp segmentation based on transformer-convolutional neural networks fusion

One-Step Fuzzy Ensemble Clustering Method via Embedding Ground-Truth Cluster Number Graphs

Robust Federated Fuzzy C-Means Algorithm in Heterogeneous Scenarios

Dual representation learning for one-step clustering of multi-view data

SMENET: A Multi-View Semantic Model for Multi-Level Enzyme Function Prediction

GlySitePred: Identification of Glycation Modification Sites Based on Deep Feature Fusion and NCR-CC Sampling Technology

Fine-grained food image recognition using a convolutional neural network and swin transformer hybrid model

Modeling Enzyme Temperature Stability from Sequence Segment Perspective

HyperACP: A cutting-edge hybrid framework for anticancer peptide classification via scalable feature extraction and adaptive neighbor-based synthesis

PreRBP: Interpretable deep learning for RNA-protein binding site prediction with attention mechanism

PreAIS: Prediction of A-to-I editing sites based on DNN-CNN deep learning models

ASCE-PPIS: A Protein-Protein Interaction Sites Predictor Based on Equivariant Graph Neural Network with Fusion of Structure-Aware Pooling and Graph Collapse

FGFoodNet: Ingredient-perceived fine-grained food recognition for dietary monitoring

Iterative enhancement of cutinase thermostability by multiple strategies based on combined directed evolution and computationally assisted design

Explainable RNA-Small Molecule Binding Affinity Prediction Based on Multiview Enhancement Learning

Advancing Enzyme Optimal pH Prediction via Retrieved Embedding Data Augmentation

EMOCPD: Efficient Attention-Based Models for Computational Protein Design Using Amino Acid Microenvironment

USHB: A Unified Framework for Simulating Human Behaviors in Agent Society through User-and-Item Modeling: Unified Framework for Simulating Human Behaviors

SEFP: Structure-Based Enzyme Function Prediction

Self-Supervised Learning and Image-Prompt Fusion for AIGC Image Quality Assessment

An ensemble clustering method via learning the CA matrix with fuzzy neighbors

MlyPredCSED: based on extreme point deviation compensated clustering combined with cross-scale convolutional neural networks to predict multiple lysine sites in human

Automated Cluster Elimination Guided by High-Density Points

MBSCLoc: Multi-Label Subcellular Localization Predict Based on Cluster Balanced Subspace Partitioning Method and Multi-Class Contrastive Representation Learning

No-Reference Image Quality Assessment Leveraging GenAI Images

CATransUnetLBP: Accurate Prediction of Protein-Ligand Binding Pockets Using a Hybrid Network

Generative Fuzzy System for Sequence-to-Sequence Learning via Rule-Based Inference

XAgents: A Framework for Interpretable Rule-Based Multi-Agents Cooperation

Dual Anchor Graph Fuzzy Clustering for Multiview Data

GFS-Node: Graph Fuzzy Systems for Node Prediction

High-Precision Crop Leaf Disease Identification Using MMCA-ConvNeXt with Multi-scale Multidimensional Collaborative Attention

FoodCSWin: A high-accuracy food image recognition model for dietary assessment

Research progress on Drug-Target Interactions in the last five years

PreMLS: The undersampling technique based on ClusterCentroids to predict multiple lysine sites

MSlocPRED: deep transfer learning-based identification of multi-label mRNA subcellular localization

ILYCROsite: Identification of lysine crotonylation sites based on FCM-GRNN undersampling technique

Glypred: Lysine Glycation Site Prediction via CCU–LightGBM–BiLSTM Framework with Multi-Head Attention Mechanism

HGLA: Biomolecular Interaction Prediction Based on Mixed High-Order Graph Convolution With Filter Network via LSTM and Channel Attention

Fine grained food image recognition based on swin transformer

Research progress on prediction of RNA-protein binding sites in the past five years

Light3DHS: A lightweight 3D hippocampus segmentation method using multiscale convolution attention and vision transformer

CarSitePred: an integrated algorithm for identifying carbonylated sites based on KNDUA-LNDOT resampling technique

兼顾个性特征和融合特征的阿尔茨海默病分类

A Deep Learning Method for Colon Polyp Segmentation with Better Universality