Multiple Sclerosis Detection Based on Biorthogonal Wavelet Transform, RBF Kernel Principal Component Analysis, and Logistic Regression. - Shuihua Wang; Tianming Zhan; Yi Chen 023; Yin Zhang 002; Ming Yang 011; Huimin Lu 001; Hainan Wang; Bin Liu 043; Preetha Phillips (IEEE Access, 2016)

Sensorineural hearing loss detection via discrete wavelet transform and principal component analysis combined with generalized eigenvalue proximal support vector machine and Tikhonov regularization. - Yi Chen 023; Ming Yang 011; Xianqing Chen; Bin Liu 043; Hainan Wang; Shuihua Wang (Multim. Tools Appl., 2018)

Wavelet energy entropy and linear regression classifier for detecting abnormal breasts. - Yi Chen 023; Yin Zhang 002; Huimin Lu 001; Xian-Qing Chen; Jianwu Li; Shuihua Wang (Multim. Tools Appl., 2018)

Voxelwise detection of cerebral microbleed in CADASIL patients by leaky rectified linear unit and early stopping. - Yudong Zhang 001; Xiao-Xia Hou; Yi Chen 023; Hong Chen; Ming Yang 011; Jiquan Yang; Shuihua Wang (Multim. Tools Appl., 2018)

Cerebral micro-bleeding identification based on a nine-layer convolutional neural network with stochastic pooling. - Shuihua Wang; Junding Sun; Irfan Mehmood; Chichun Pan; Yi Chen 023; Yudong Zhang 001 (Concurr. Comput. Pract. Exp., 2020)

Fruit category classification via an eight-layer convolutional neural network with parametric rectified linear unit and dropout technique. - Shuihua Wang; Yi Chen 023 (Multim. Tools Appl., 2020)

Discriminative margin-sensitive autoencoder for collective multi-view disease analysis. - Zheng Zhang 006; Qi Zhu 001; Guo-Sen Xie; Yi Chen 023; Zhengming Li; Shuihua Wang (Neural Networks, 2020)

Two-stream collaborative network for multi-label chest X-ray Image classification with lung segmentation. - Bingzhi Chen; Zheng Zhang 006; Jianyong Lin; Yi Chen 023; Guangming Lu (Pattern Recognit. Lett., 2020)

The classification of gliomas based on a Pyramid dilated convolution resnet model. - Zhenyu Lu 002; Yanzhong Bai; Yi Chen 023; Chunqiu Su; Shanshan Lu; Tianming Zhan; Xunning Hong; Shuihua Wang (Pattern Recognit. Lett., 2020)

Heterogeneous data fusion for predicting mild cognitive impairment conversion. - Heng Tao Shen; Xiaofeng Zhu 001; Zheng Zhang 006; Shui-Hua Wang; Yi Chen 023; Xing Xu 001; Jie Shao 001 (Inf. Fusion, 2021)

A weighted feature transfer gan for medical image synthesis. - Shuaizhen Yao; Jianhua Tan; Yi Chen 023; Yanhui Gu (Mach. Vis. Appl., 2021)

When Visual Disparity Generation Meets Semantic Segmentation: A Mutual Encouragement Approach. - Xiaohong Zhang 009; Yi Chen 023; Haofeng Zhang 001; Shuihua Wang; Jianfeng Lu 003; Jingyu Yang 001 (IEEE Trans. Intell. Transp. Syst., 2021)

Multi-threshold image segmentation using a multi-strategy shuffled frog leaping algorithm. - Yi Chen 023; Mingjing Wang; Ali Asghar Heidari; Beibei Shi; Zhongyi Hu 001; Qian Zhang 049; Huiling Chen 001; Majdi M. Mafarja; Hamza Turabieh (Expert Syst. Appl., 2022)

Efficient Identity-Based Encryption With Revocation for Data Privacy in Internet of Things. - Yinxia Sun; Pushpita Chatterjee; Yi Chen 023; Yudong Zhang 001 (IEEE Internet Things J., 2022)

From Less to More: Progressive Generalized Zero-Shot Detection With Curriculum Learning. - Jingren Liu; Yi Chen 023; Huajun Liu; Haofeng Zhang 001; Yudong Zhang 001 (IEEE Trans. Intell. Transp. Syst., 2022)

Confidence-and-Refinement Adaptation Model for Cross-Domain Semantic Segmentation. - Xiaohong Zhang 009; Yi Chen 023; Ziyi Shen; Yuming Shen; Haofeng Zhang 001; Yudong Zhang 001 (IEEE Trans. Intell. Transp. Syst., 2022)

Automated Analysis of Chemistry Experiment Videos: New Challenges for Video Understanding. - Zhichao Zheng 006; Benhua Wang; Ziwen Wang; Yi Chen 023; Junsheng Zhou; Li Kong (ICCSE (1), 2023)

ExpT: Online Action Detection via Exemplar-Enhanced Transformer for Secondary School Experimental Evaluation. - Haomiao Yuan; Zhichao Zheng 006; Yanhui Gu; Junsheng Zhou; Yi Chen 023 (ICCSE (2), 2023)

Class-level Multiple Distributions Representation are Necessary for Semantic Segmentation. - Jianjian Yin; Zhichao Zheng 006; Yanhui Gu; Junsheng Zhou; Yi Chen 023 (CoRR, 2023)

Multi-Semantic Interactive Learning for Object Detection. - Shuxin Wang; Zhichao Zheng 006; Yanhui Gu; Junsheng Zhou; Yi Chen 023 (CoRR, 2023)

A High-Frequency Focused Network for Lightweight Single Image Super-Resolution. - Xiaotian Weng; Yi Chen 023; Zhichao Zheng 006; Yanhui Gu; Junsheng Zhou; Yudong Zhang 001 (CoRR, 2023)

An enhanced ant colony optimizer with Cauchy-Gaussian fusion and novel movement strategy for multi-threshold COVID-19 X-ray image segmentation. - Xiuzhi Zhao; Lei Liu 048; Ali Asghar Heidari; Yi Chen 023; Benedict Jun Ma; Huiling Chen 001; Shichao Quan (Frontiers Neuroinformatics, 2023)

A reinforcement federated learning based strategy for urinary disease dataset processing. - Saleem Ahmed; Tor-Morten Grønli; Abdullah Lakhan; Yi Chen 023; Guoxi Liang (Comput. Biol. Medicine, 2023)

Boosted local dimensional mutation and all-dimensional neighborhood slime mould algorithm for feature selection. - Xinsen Zhou; Yi Chen 023; Zongda Wu; Ali Asghar Heidari; Huiling Chen 001; Eatedal Alabdulkreem; José Escorcia-Gutierrez; Xianchuan Wang (Neurocomputing, 2023)

Semi-supervised semantic segmentation with multi-reliability and multi-level feature augmentation. - Jianjian Yin; Zhichao Zheng 006; Yulu Pan; Yanhui Gu; Yi Chen 023 (Expert Syst. Appl., 2023)

Multi-strategy enhanced kernel search optimization and its application in economic emission dispatch problems. - Ruyi Dong; Yanan Liu; Siwen Wang; Ali Asghar Heidari; Mingjing Wang; Yi Chen 023; Shuihua Wang; Huiling Chen 001; Yudong Zhang 001 (J. Comput. Des. Eng., 2023)

MapLE: Matching Molecular Analogues Promptly with Low Computational Resources by Multi-Metrics Evaluation (Student Abstract). - Xiaojian Chen; Chuyue Liao; Yanhui Gu; Yafei Li; Jinlan Wang; Yi Chen 023; Masaru Kitsuregawa (AAAI, 2024)

Class-Level Multiple Distributions Representation are Necessary for Semantic Segmentation. - Jianjian Yin; Ningkang Peng; Yi Chen 023; Zhichao Zheng 006; Yanhui Gu; Junsheng Zhou (DASFAA (7), 2024)

Enhanced differential evolution algorithm for feature selection in tuberculous pleural effusion clinical characteristics analysis. - Xinsen Zhou; Yi Chen 023; Wenyong Gui; Ali Asghar Heidari; Zhennao Cai; Mingjing Wang; Huiling Chen 001; Chengye Li (Artif. Intell. Medicine, 2024)

PRCNet: A parallel reverse convolutional attention network for colorectal polyp segmentation. - Jian Li; Jiawei Wang; Fengwu Lin; Ali Asghar Heidari; Yi Chen 023; Huiling Chen 001; Wenqi Wu (Biomed. Signal Process. Control., 2024)

Multi-threshold image segmentation based on an improved whale optimization algorithm: A case study of Lupus Nephritis. - Jinge Shi; Yi Chen 023; Zhennao Cai; Ali Asghar Heidari; Huiling Chen 001; Xiaowei Chen (Biomed. Signal Process. Control., 2024)

Unified semantic model for medical image segmentation. - Shuai Yuan; Jianjian Yin; Runcheng Li; Yi Chen 023; Yudong Zhang 001 (Biomed. Signal Process. Control., 2024)

Parrot optimizer: Algorithm and applications to medical problems. - Junbo Lian; Guohua Hui; Ling Ma; Ting Zhu; Xincan Wu; Ali Asghar Heidari; Yi Chen 023; Huiling Chen 001 (Comput. Biol. Medicine, 2024)

Uncertainty-Participation Context Consistency Learning for Semi-supervised Semantic Segmentation. - Jianjian Yin; Yi Chen 023; Zhichao Zheng 006; Junsheng Zhou; Yanhui Gu (CoRR, 2024)

Class Probability Space Regularization for semi-supervised semantic segmentation. - Jianjian Yin; Shuai Yan; Tao Chen 012; Yi Chen 023; Yazhou Yao (Comput. Vis. Image Underst., 2024)

Multi-threshold image segmentation using new strategies enhanced whale optimization for lupus nephritis pathological images. - Jinge Shi; Yi Chen 023; Chaofan Wang; Ali Asghar Heidari; Lei Liu 048; Huiling Chen 001; Xiaowei Chen; Li Sun (Displays, 2024)

Cross and local optimal avoidance of RIME algorithm: A segmentation study for COVID-19 X-ray images. - Chong Yuan; Dong Zhao; Ali Asghar Heidari; Lei Liu 048; Yi Chen 023; Guoxi Liang (Displays, 2024)

Artemisinin optimization based on malaria therapy: Algorithm and applications to medical image segmentation. - Chong Yuan; Dong Zhao; Ali Asghar Heidari; Lei Liu 048; Yi Chen 023; Zongda Wu; Huiling Chen 001 (Displays, 2024)

FATA: An efficient optimization method based on geophysics. - Ailiang Qi; Dong Zhao; Ali Asghar Heidari; Lei Liu 048; Yi Chen 023; Huiling Chen 001 (Neurocomputing, 2024)

Polar lights optimizer: Algorithm and applications in image segmentation and feature selection. - Chong Yuan; Dong Zhao; Ali Asghar Heidari; Lei Liu 048; Yi Chen 023; Huiling Chen 001 (Neurocomputing, 2024)

Enhancing slime mould algorithm for engineering optimization: leveraging covariance matrix adaptation and best position management. - Jinpeng Huang; Yi Chen 023; Ali Asghar Heidari; Lei Liu 048; Huiling Chen 001; Guoxi Liang (J. Comput. Des. Eng., 2024)

An advanced RIME optimizer with random reselection and Powell mechanism for engineering design. - Shiqi Xu; Wei Jiang; Yi Chen 023; Ali Asghar Heidari; Lei Liu 048; Huiling Chen 001; Guoxi Liang (J. Comput. Des. Eng., 2024)

The moss growth optimization (MGO): concepts and performance. - Boli Zheng; Yi Chen 023; Chaofan Wang; Ali Asghar Heidari; Lei Liu 048; Huiling Chen 001 (J. Comput. Des. Eng., 2024)

Multi-strategy Grey Wolf Optimizer for Engineering Problems and Sewage Treatment Prediction. - Chenhua Tang; Changcheng Huang; Yi Chen 023; Ali Asghar Heidari; Shuihua Wang; Huiling Chen 001; Yudong Zhang 001 (Adv. Intell. Syst., 2024)

A Resampling Ant Colony Optimization with Elite Exploration and Convergence Mechanism for Multithreshold Segmentation of Breast Cancer Images. - Zhen Wang; Dong Zhao; Ali Asghar Heidari; Yi Chen 023; Huiling Chen 001; Guoxi Liang (Adv. Intell. Syst., 2024)

Feature selection in high-dimensional data: an enhanced RIME optimization with information entropy pruning and DBSCAN clustering. - Huangying Wu; Yi Chen 023; Wei Zhu 020; Zhennao Cai; Ali Asghar Heidari; Huiling Chen 001 (Int. J. Mach. Learn. Cybern., 2024)

The educational competition optimizer. - Junbo Lian; Ting Zhu; Ling Ma; Xincan Wu; Ali Asghar Heidari; Yi Chen 023; Huiling Chen 001; Guohua Hui (Int. J. Syst. Sci., 2024)

Multi-threshold image segmentation using a boosted whale optimization: case study of breast invasive ductal carcinomas. - Jinge Shi; Yi Chen 023; Zhennao Cai; Ali Asghar Heidari; Huiling Chen 001; Qiuxiang He (Clust. Comput., 2024)

Stochastic biogeography-based learning improved RIME algorithm: application to image segmentation of lupus nephritis. - Boli Zheng; Yi Chen 023; Chaofan Wang; Ali Asghar Heidari; Lei Liu 048; Huiling Chen 001; Xiaowei Chen; Peirong Chen (Clust. Comput., 2024)

An efficient weighted slime mould algorithm for engineering optimization. - Qibo Sun; Chaofan Wang; Yi Chen 023; Ali Asghar Heidari; Huiling Chen 001; Guoxi Liang (J. Big Data, 2024)

Dual-weight decay mechanism and Nelder-Mead simplex boosted RIME algorithm for optimal power flow. - Huangying Wu; Yi Chen 023; Zhennao Cai; Ali Asghar Heidari; Huiling Chen 001; Guoxi Liang (J. Big Data, 2024)

Swin-TransUper: Swin Transformer-based UperNet for medical image segmentation. - Jianjian Yin; Yi Chen 023; Chengyu Li; Zhichao Zheng 006; Yanhui Gu; Junsheng Zhou (Multim. Tools Appl., 2024)

Rough hypervolume-driven feature selection with groupwise intelligent sampling for detecting clinical characterization of lupus nephritis. - Xinsen Zhou; Yi Chen 023; Ali Asghar Heidari; Huiling Chen 001; Xiaowei Chen (Artif. Intell. Medicine, 2025)

Multi-level Feature Attention Network for medical image segmentation. - Yaning Zhang; Jianjian Yin; Yanhui Gu; Yi Chen 023 (Expert Syst. Appl., 2025)

A multi-threshold image segmentation method based on arithmetic optimization algorithm: A real case with skin cancer dermoscopic images. - Shuhui Hao; Changcheng Huang; Yi Chen 023; Mingjing Wang; Lei Liu 048; Suling Xu; Hui-Ling Chen 001 (J. Comput. Des. Eng., 2025)

Escape: an optimization method based on crowd evacuation behaviors. - Kaichen Ouyang; Shengwei Fu; Yi Chen 023; Qifeng Cai; Ali Asghar Heidari; Huiling Chen 001 (Artif. Intell. Rev., 2025)

Weighted mean of vectors algorithm with neighborhood information interaction and vertical and horizontal crossover mechanism for feature selection. - Zhilin Wang; Yi Chen 023; Zhennao Cai; Ali Asghar Heidari; Lei Liu 048; Huiling Chen 001 (Appl. Intell., 2025)

ACGRIME: adaptive chaotic Gaussian RIME optimizer for global optimization and feature selection. - Mohammed Batis; Yi Chen 023; Mingjing Wang; Lei Liu 048; Ali Asghar Heidari; Huiling Chen 001 (Clust. Comput., 2025)

WHHO: enhanced Harris hawks optimizer for feature selection in high-dimensional data. - Meilin Zhang; Huiling Chen 001; Ali Asghar Heidari; Yi Chen 023; Zongda Wu; Zhennao Cai; Lei Liu 048 (Clust. Comput., 2025)