Lei Liu

According to our database, Lei Liu authored at least 54 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

QMGO: A Reinforcement Learning Decision-Making Enhanced Moss Growth Optimizer for Feature Selection.

Haogao Song, Lei Liu, Yi Chen, Qian Zhang, Huiling Chen

Int. J. Comput. Intell. Syst., December, 2026

ROBEHLOA: an improved horned Lizard optimization algorithm based on multiple strategies for feature selection.

Haogao Song, Lei Liu, Ali Asghar Heidari, Yi Chen, Huiling Chen, Sudan Yu

Clust. Comput., June, 2026

EDRIME: combining exponential distribution optimizer and directed crossover for feature selection.

Yufeng Chen, Boli Zheng, Yi Chen, Ali Asghar Heidari, Lei Liu, Huiling Chen

Clust. Comput., June, 2026

A multi-threshold image segmentation model for breast cancer based on enhanced ant colony algorithm by integrating wormhole strategy and generalized quadratic interpolation.

Liang Zuo, Dong Zhao, Helong Yu, Ali Asghar Heidari, Lei Liu, Qike Shao, Yi Chen, Huiling Chen

Int. J. Mach. Learn. Cybern., May, 2026

Integrating diversity-integrated weighted ranking in metaheuristic algorithms for medical applications.

Qinghong Hou, Qike Shao, Ali Asghar Heidari, Lei Liu, Huiling Chen, Guoxi Liang

Expert Syst. Appl., 2026

DIGWO_BS: a hyperspectral band selection optimization framework for preserving spectral structure.

Yihong Bai, Dong Zhao, Ali Asghar Heidari, Zhennao Cai, Lei Liu, Huiling Chen

Expert Syst. Appl., 2026

Prey capture enhanced Harris hawks optimizer for wrapper-based feature selection in high-dimensional medical data.

Mohammed Batis, Yi Chen, Lei Liu, Ali Asghar Heidari, Huiling Chen

Comput. Methods Programs Biomed., 2026

Random differential RIME optimization for multi-threshold segmentation in dermoscopic skin cancer images.

Mohammed Batis, Qike Shao, Lei Liu, Ali Asghar Heidari, Huiling Chen

Biomed. Signal Process. Control., 2026

Rime algorithm with partial reinforcement and edge strategies for lupus nephritis image segmentation.

Jinpeng Huang, Ali Asghar Heidari, Lei Liu, Qike Shao, Huiling Chen, Xiaowei Chen

Appl. Soft Comput., 2026

2025

Improved RIME algorithm: CEC performance analysis and feature selection experiment of Sino foreign cooperative data sets.

Wei Zhu, Yuxi Hu, Lei Liu, Zhennao Cai, Huiling Chen, Guoxi Liang

J. Big Data, December, 2025

Kolmogorov-Arnold networks guided whale optimization algorithm for feature selection in medical datasets.

Boli Zheng, Yi Chen, Chaofan Wang, Ali Asghar Heidari, Lei Liu, Huiling Chen, Guoxi Liang

J. Big Data, December, 2025

An enhanced machine learning framework for accurate diagnosis of tuberculous pleural effusion.

Qian Zhang, Dongke Zhao, Lingxian Hou, Ali Asghar Heidari, Yi Chen, Lei Liu, Huiling Chen, Chengye Li

J. Big Data, December, 2025

Exponential distribution optimizer for improving multiple strategies in feature selection.

Yufeng Chen, Jian Wang, Yi Chen, Ali Asghar Heidari, Lei Liu, Mingjing Wang, Huiling Chen

Clust. Comput., December, 2025

Enhanced sine cosine algorithm for multi-threshold image segmentation: a breast cancer pathology image study.

Yihong Bai, Dong Zhao, Helong Yu, Ali Asghar Heidari, Zhennao Cai, Lei Liu, Huiling Chen

Clust. Comput., December, 2025

Advancing bankruptcy prediction: a study on an improved rime optimization algorithm and its application in feature selection.

Yaoxian Ji, Chenglang Lu, Lei Liu, Ali Asghar Heidari, Chengwen Wu, Huiling Chen

Int. J. Mach. Learn. Cybern., June, 2025

WHHO: enhanced Harris hawks optimizer for feature selection in high-dimensional data.

Meilin Zhang, Huiling Chen, Ali Asghar Heidari, Yi Chen, Zongda Wu, Zhennao Cai, Lei Liu

Clust. Comput., June, 2025

ACGRIME: adaptive chaotic Gaussian RIME optimizer for global optimization and feature selection.

Mohammed Batis, Yi Chen, Mingjing Wang, Lei Liu, Ali Asghar Heidari, Huiling Chen

Clust. Comput., February, 2025

Weighted mean of vectors algorithm with neighborhood information interaction and vertical and horizontal crossover mechanism for feature selection.

Zhilin Wang, Yi Chen, Zhennao Cai, Ali Asghar Heidari, Lei Liu, Huiling Chen

Appl. Intell., January, 2025

Multiverse optimization with information sharing and spiraling communication: Enhancing multithreshold image segmentation for colon cancer.

Renyi Wu, Chengfan Ye, Lei Liu, Xiaohua Li, Lei Chen

J. Comput. Des. Eng., 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, Mingjing Wang, Lei Liu, Suling Xu, Hui-Ling Chen

J. Comput. Des. Eng., 2025

EvolutionViT: Multi-objective evolutionary vision transformer pruning under resource constraints.

Lei Liu, Gary G. Yen, Zhenan He

Inf. Sci., 2025

DPDEPSO: A particle swarm optimization for balancing different objectives in multi-objective feature selection.

Jinpeng Huang, Yi Chen, Ali Asghar Heidari, Lei Liu, Huiling Chen, Guoxi Liang

Expert Syst. Appl., 2025

AFSRIME: A high-performance lupus nephritis image segmentation method using adaptive rime factor-enhanced rime optimization and foraging storage strategy.

Jinpeng Huang, Ali Asghar Heidari, Lei Liu, Qian Zhang, Huiling Chen, Xiaowei Chen

Displays, 2025

Bat algorithm based on kinetic adaptation and elite communication for engineering problems.

Chong Yuan, Dong Zhao, Ali Asghar Heidari, Lei Liu, Shuihua Wang, Huiling Chen, Yudong Zhang

CAAI Trans. Intell. Technol., 2025

REBSA: Enhanced backtracking search for multi-threshold segmentation of breast cancer images.

Shiqi Xu, Wei Jiang, Yi Chen, Ali Asghar Heidari, Lei Liu, Huiling Chen, Guoxi Liang

Biomed. Signal Process. Control., 2025

An intelligent system for the diagnosis of bladder cancer using enhanced hunger games search and support vector machine.

Wu Chen, Zhijia Li, Lei Liu, Ali Asghar Heidari, Zhennao Cai, Huiling Chen, Jiaren Li

Biomed. Signal Process. Control., 2025

2024

Stochastic biogeography-based learning improved RIME algorithm: application to image segmentation of lupus nephritis.

Boli Zheng, Yi Chen, Chaofan Wang, Ali Asghar Heidari, Lei Liu, Huiling Chen, Xiaowei Chen, Peirong Chen

Clust. Comput., December, 2024

Optimizing microseismic monitoring: a fusion of Gaussian-Cauchy and adaptive weight strategies.

Wei Zhu, Zhihui Li, Hang Su, Lei Liu, Ali Asghar Heidari, Huiling Chen, Guoxi Liang

J. Comput. Des. Eng., 2024

The moss growth optimization (MGO): concepts and performance.

Boli Zheng, Yi Chen, Chaofan Wang, Ali Asghar Heidari, Lei Liu, Huiling Chen

J. Comput. Des. Eng., 2024

An advanced RIME optimizer with random reselection and Powell mechanism for engineering design.

Shiqi Xu, Wei Jiang, Yi Chen, Ali Asghar Heidari, Lei Liu, Huiling Chen, Guoxi Liang

J. Comput. Des. Eng., 2024

Enhancing slime mould algorithm for engineering optimization: leveraging covariance matrix adaptation and best position management.

Jinpeng Huang, Yi Chen, Ali Asghar Heidari, Lei Liu, Huiling Chen, Guoxi Liang

J. Comput. Des. Eng., 2024

Polar lights optimizer: Algorithm and applications in image segmentation and feature selection.

Chong Yuan, Dong Zhao, Ali Asghar Heidari, Lei Liu, Yi Chen, Huiling Chen

Neurocomputing, 2024

FATA: An efficient optimization method based on geophysics.

Ailiang Qi, Dong Zhao, Ali Asghar Heidari, Lei Liu, Yi Chen, Huiling Chen

Neurocomputing, 2024

Artemisinin optimization based on malaria therapy: Algorithm and applications to medical image segmentation.

Chong Yuan, Dong Zhao, Ali Asghar Heidari, Lei Liu, Yi Chen, Zongda Wu, Huiling Chen

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, Yi Chen, Guoxi Liang

Displays, 2024

Multi-threshold image segmentation using new strategies enhanced whale optimization for lupus nephritis pathological images.

Jinge Shi, Yi Chen, Chaofan Wang, Ali Asghar Heidari, Lei Liu, Huiling Chen, Xiaowei Chen, Li Sun

Displays, 2024

An improved RIME optimization algorithm for lung cancer image segmentation.

Lei Guo, Lei Liu, Zhiguang Zhao, Xiaodong Xia

Comput. Biol. Medicine, 2024

2023

Identifying novel disease categories through divergence optimization: An approach to prevent misdiagnosis in medical imaging.

Wencai Li, Daqing Yang, Chao Ma, Lei Liu

Comput. Biol. Medicine, October, 2023

Dynamic mechanism-assisted artificial bee colony optimization for image segmentation of COVID-19 chest X-ray.

Jiaochen Chen, Zhennao Cai, Ali Asghar Heidari, Lei Liu, Huiling Chen, Jingye Pan

Displays, September, 2023

From single to multiple: Generalized detection of Covid-19 under limited classes samples.

Kaihui Zheng, Jianhua Wu, Youjun Yuan, Lei Liu

Comput. Biol. Medicine, September, 2023

An enhanced grey wolf optimizer boosted machine learning prediction model for patient-flow prediction.

Xiang Zhang, Bin Lu, Lyuzheng Zhang, Zhifang Pan, Minjie Liao, Huihui Shen, Li Zhang, Lei Liu, Zuxiang Li, YiPao Hu, Zhihong Gao

Comput. Biol. Medicine, September, 2023

An optimized machine learning method for predicting wogonin therapy for the treatment of pulmonary hypertension.

Yupeng Li, Yujie Fu, Yining Liu, Dong Zhao, Lei Liu, Sami Bourouis, Abeer D. Algarni, Chuyue Zhong, Peiliang Wu

Comput. Biol. Medicine, September, 2023

Dispersed differential hunger games search for high dimensional gene data feature selection.

Zhiqing Chen, Li Xinxian, Ran Guo, Lejun Zhang, Sami Dhahbi, Sami Bourouis, Lei Liu, Xianchuan Wang

Comput. Biol. Medicine, September, 2023

Pneumothorax prediction using a foraging and hunting based ant colony optimizer assisted support vector machine.

Yang Song, Lejing Lou, Wangjia Wang, Jie Li, Xiao Jin, Shijia Wang, Jihao Cai, Fangjun Kuang, Lei Liu, Myriam Hadjouni, Hela Elmannai, Chang Cai

Comput. Biol. Medicine, July, 2023

A grade-based search adaptive random slime mould optimizer for lupus nephritis image segmentation.

Manrong Shi, Chi Chen, Lei Liu, Fangjun Kuang, Dong Zhao, Xiaowei Chen

Comput. Biol. Medicine, June, 2023

An enhanced Runge Kutta boosted machine learning framework for medical diagnosis.

Zenglin Qiao, Lynn Li, Xinchao Zhao, Lei Liu, Qian Zhang, Shili Hechmi, Mohamed Atri, Xiaohua Li

Comput. Biol. Medicine, June, 2023

RIME: A physics-based optimization.

Hang Su, Dong Zhao, Ali Asghar Heidari, Lei Liu, Xiaoqin Zhang, Majdi M. Mafarja, Huiling Chen

Neurocomputing, May, 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, Ali Asghar Heidari, Yi Chen, Benedict Jun Ma, Huiling Chen, Shichao Quan

Frontiers Neuroinformatics, March, 2023

2022

Opposition-based ant colony optimization with all-dimension neighborhood search for engineering design.

Dong Zhao, Lei Liu, Fanhua Yu, Ali Asghar Heidari, Maofa Wang, Huiling Chen, Khan Muhammad

J. Comput. Des. Eng., 2022

An efficient multi-threshold image segmentation for skin cancer using boosting whale optimizer.

Wei Zhu, Lei Liu, Fangjun Kuang, Lingzhi Li, Suling Xu, Yingqi Liang

Comput. Biol. Medicine, 2022

2021

Chaotic random spare ant colony optimization for multi-threshold image segmentation of 2D Kapur entropy.

Dong Zhao, Lei Liu, Fanhua Yu, Ali Asghar Heidari, Mingjing Wang, Guoxi Liang, Khan Muhammad, Huiling Chen

Knowl. Based Syst., 2021

Ant colony optimization with horizontal and vertical crossover search: Fundamental visions for multi-threshold image segmentation.

Dong Zhao, Lei Liu, Fanhua Yu, Ali Asghar Heidari, Mingjing Wang, Diego Oliva, Khan Muhammad, Huiling Chen

Expert Syst. Appl., 2021

Performance optimization of differential evolution with slime mould algorithm for multilevel breast cancer image segmentation.

Lei Liu, Dong Zhao, Fanhua Yu, Ali Asghar Heidari, Jintao Ru, Huiling Chen, Majdi M. Mafarja, Hamza Turabieh, Zhifang Pan

Comput. Biol. Medicine, 2021

Ant colony optimization with Cauchy and greedy Levy mutations for multilevel COVID 19 X-ray image segmentation.

Lei Liu, Dong Zhao, Fanhua Yu, Ali Asghar Heidari, Chengye Li, Jinsheng Ouyang, Huiling Chen, Majdi M. Mafarja, Hamza Turabieh, Jingye Pan

Comput. Biol. Medicine, 2021