World's Best Scientists 2026 revealed!
Huiling Chen

Huiling Chen

Award Badge
Computer Science
China
2026

D-Index & Metrics

Computer Science

D-Index
103
Citations
42739
World Ranking
322
National Ranking
37

Research.com Recognitions

  • 2026 - Research.com Computer Science in China Leader Award
  • 2025 - Research.com Computer Science in China Leader Award
  • 2022 - Research.com Computer Science in China Leader Award

Overview

Huiling Chen is affiliated with Wenzhou University in China and has contributed extensively to the field of computer science, with a specialization in artificial intelligence and related subfields. Their work is primarily rooted in metaheuristic optimization algorithms, advanced multi-objective optimization, and evolutionary algorithms, reflecting a broad engagement with computational theory and applications.

Their publication record includes significant contributions in notable journals such as Expert Systems with Applications, Biomedical Signal Processing and Control, Computers in Biology and Medicine, Journal of Bionic Engineering, and Journal of Computational Design and Engineering.

Chen's recent papers demonstrate a focus on optimization techniques and algorithm development, including:

  • Slime mould algorithm: A new method for stochastic optimization, 2020, Future Generation Computer Systems
  • Hunger games search: Visions, conception, implementation, deep analysis, perspectives, and towards performance shifts, 2021, Expert Systems with Applications
  • RUN beyond the metaphor: An efficient optimization algorithm based on Runge Kutta method, 2021, Expert Systems with Applications
  • RIME: A physics-based optimization, 2023, Neurocomputing
  • INFO: An efficient optimization algorithm based on weighted mean of vectors, 2022, Expert Systems with Applications

Frequent collaborators in Chen's research include Ali Asghar Heidari, Zhennao Cai, Guoxi Liang, Mingjing Wang, and Yi Chen. The volume of joint publications with these co-authors suggests ongoing research partnerships, particularly with Ali Asghar Heidari.

Chen's research topics cover a range of areas within computational sciences and applied technology:

  • Metaheuristic Optimization Algorithms Research
  • Advanced Multi-Objective Optimization Algorithms
  • Evolutionary Algorithms and Applications
  • Machine Learning and ELM
  • Solar Radiation and Photovoltaics
  • Photovoltaic System Optimization Techniques
  • COVID-19 diagnosis using AI

Their work integrates both theoretical and applied dimensions, reflecting interests spanning computer vision and pattern recognition, computational theory and mathematics, molecular biology, and biomedical engineering.

Chen's body of work contributes to the development of computational methods for optimization and artificial intelligence, with applications in diverse scientific and engineering domains.

Best Publications

  • Harris hawks optimization: Algorithm and applications

    Ali Asghar Heidari;Ali Asghar Heidari;Seyedali Mirjalili;Hossam Faris;Ibrahim Aljarah

  • Slime mould algorithm: A new method for stochastic optimization

    Shimin Li;Huiling Chen;Mingjing Wang;Ali Asghar Heidari;Ali Asghar Heidari

  • INFO: An efficient optimization algorithm based on weighted mean of vectors

    Unknown

  • RUN beyond the metaphor: An efficient optimization algorithm based on Runge Kutta method

    Iman Ahmadianfar;Ali Asghar Heidari;Ali Asghar Heidari;Amir H. Gandomi;Xuefeng Chu

  • Hunger games search: Visions, conception, implementation, deep analysis, perspectives, and towards performance shifts

    Yutao Yang;Huiling Chen;Ali Asghar Heidari;Ali Asghar Heidari;Amir H Gandomi

  • RIME: A physics-based optimization

    Unknown

  • Evolving support vector machines using fruit fly optimization for medical data classification

    Liming Shen;Huiling Chen;Zhe Yu;Wenchang Kang

  • The Colony Predation Algorithm

    Jiaze Tu;Huiling Chen;Mingjing Wang;Amir H. Gandomi

  • Toward an optimal kernel extreme learning machine using a chaotic moth-flame optimization strategy with applications in medical diagnoses

    Mingjing Wang;Huiling Chen;Huiling Chen;Bo Yang;Xuehua Zhao

  • A support vector machine classifier with rough set-based feature selection for breast cancer diagnosis

    Hui-Ling Chen;Bo Yang;Jie Liu;Da-You Liu

  • Chaotic multi-swarm whale optimizer boosted support vector machine for medical diagnosis

    Mingjing Wang;Huiling Chen

  • An Enhanced Fast Non-Dominated Solution Sorting Genetic Algorithm for Multi-objective Problems

    Wu Deng;Xiaoxiao Zhang;Yongquan Zhou;Yi Liu

  • Enhanced Moth-flame optimizer with mutation strategy for global optimization

    Yueting Xu;Huiling Chen;Jie Luo;Qian Zhang

  • Parrot optimizer: Algorithm and applications to medical problems

    Unknown

  • An Improved Particle Swarm Optimization for Feature Selection

    Yuanning Liu;Gang Wang;Huiling Chen;Hao Dong

  • A Novel Deep-Learning Model for Automatic Detection and Classification of Breast Cancer Using the Transfer-Learning Technique

    Abeer Saber;Mohamed Sakr;Osama M. Abo-Seida;Arabi Keshk

  • Boosted binary Harris hawks optimizer and feature selection

    Yanan Zhang;Yanan Zhang;Renjing Liu;Xin Wang;Huiling Chen

  • Chaos enhanced grey wolf optimization wrapped ELM for diagnosis of paraquat-poisoned patients.

    Xuehua Zhao;Xiang Zhang;Zhennao Cai;Xin Tian

  • Multi-population differential evolution-assisted Harris hawks optimization: Framework and case studies

    Hao Chen;Ali Asghar Heidari;Ali Asghar Heidari;Huiling Chen;Mingjing Wang

  • An efficient diagnosis system for detection of Parkinson's disease using fuzzy k-nearest neighbor approach

    Hui-Ling Chen;Chang-Cheng Huang;Xin-Gang Yu;Xin Xu

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

    Dong Zhao;Lei Liu;Fanhua Yu;Ali Asghar Heidari;Ali Asghar Heidari

  • Parameters identification of photovoltaic cells and modules using diversification-enriched Harris hawks optimization with chaotic drifts

    Huiling Chen;Shan Jiao;Mingjing Wang;Ali Asghar Heidari;Ali Asghar Heidari

  • A balanced whale optimization algorithm for constrained engineering design problems

    Huiling Chen;Yueting Xu;Mingjing Wang;Xuehua Zhao

  • An Enhanced Grey Wolf Optimization Based Feature Selection Wrapped Kernel Extreme Learning Machine for Medical Diagnosis.

    Qiang Li;Huiling Chen;Hui Huang;Xuehua Zhao

Frequent Co-Authors

Ali Asghar Heidari
Ali Asghar Heidari National University of Singapore
Majdi M. Mafarja
Majdi M. Mafarja Birzeit University
Amir H. Gandomi
Amir H. Gandomi University of Technology Sydney
Diego Oliva
Diego Oliva University of Guadalajara
Mohammed Azmi Al-Betar
Mohammed Azmi Al-Betar Ajman University of Science and Technology
Seyedali Mirjalili
Seyedali Mirjalili Torrens University Australia
Hashim Hizam
Hashim Hizam Universiti Putra Malaysia
Ibrahim Aljarah
Ibrahim Aljarah University of Jordan
Khan Muhammad
Khan Muhammad Sungkyunkwan University
Hossam Faris
Hossam Faris University of Jordan

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