Feature selection for histopathological image classification using levy flight salp swarm optimizer

被引：0
|
作者：
Rachapudi, Venubabu [1 ]
Lavanya Devi, G. [2 ]
机构：
[1] Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Guntur, Vaddeswaram, India
[2] Department of Computer Science and Systems Engineering, AUCE(A), Andhra University, Visakhapatnam, India
来源：
Recent Patents on Computer Science | 2019年 / 12卷 / 04期
关键词：
Benchmark functions - Classification performance - Efficient feature selections - Feature selection methods - Histopathological images - Meta-heuristic approach - Meta-heuristic methods - Salp swarms;
D O I：
10.2174/2213275912666181210165129
中图分类号：
学科分类号：
摘要：
51
引用
收藏
页码：329 / 337
相关论文
共 50 条
  • [21] Improved salp swarm algorithm based on particle swarm optimization for feature selection
    Ibrahim, Rehab Ali
    Ewees, Ahmed A.
    Oliva, Diego
    Abd Elaziz, Mohamed
    Lu, Songfeng
    [J]. JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2019, 10 (08) : 3155 - 3169
  • [22] A Novel Feature Selection Method Based on Salp Swarm Algorithm
    Yan, Chaokun
    Suo, Zhihao
    Guan, Xinyu
    Luo, Huimin
    [J]. 2021 IEEE INTERNATIONAL CONFERENCE ON INFORMATION COMMUNICATION AND SOFTWARE ENGINEERING (ICICSE 2021), 2021, : 126 - 130
  • [23] Quantized Salp Swarm Algorithm (QSSA) for optimal feature selection
    Mahapatra A.K.
    Panda N.
    Pattanayak B.K.
    [J]. International Journal of Information Technology, 2023, 15 (2) : 725 - 734
  • [24] Novel Improved Salp Swarm Algorithm: An Application for Feature Selection
    Zivkovic, Miodrag
    Stoean, Catalin
    Chhabra, Amit
    Budimirovic, Nebojsa
    Petrovic, Aleksandar
    Bacanin, Nebojsa
    [J]. SENSORS, 2022, 22 (05)
  • [25] Improved salp swarm algorithm based on particle swarm optimization for feature selection
    Rehab Ali Ibrahim
    Ahmed A. Ewees
    Diego Oliva
    Mohamed Abd Elaziz
    Songfeng Lu
    [J]. Journal of Ambient Intelligence and Humanized Computing, 2019, 10 : 3155 - 3169
  • [26] Crop Yield Estimation using Improved Salp Swarm Algorithm based Feature Selection
    Reddy, Jayanarayana
    Kumar, M. Rudra
    [J]. JOURNAL OF ELECTRICAL SYSTEMS, 2024, 20 (05) : 2808 - 2816
  • [27] Optimal bag-of-features using random salp swarm algorithm for histopathological image analysis
    Rachapudi, Venubabu
    Lavanya Devi, G.
    [J]. International Journal of Intelligent Information and Database Systems, 2020, 13 (2-4) : 339 - 355
  • [28] Feature Selection for Classification Using Particle Swarm Optimization
    Brezocnik, Lucija
    [J]. 17TH IEEE INTERNATIONAL CONFERENCE ON SMART TECHNOLOGIES - IEEE EUROCON 2017 CONFERENCE PROCEEDINGS, 2017, : 966 - 971
  • [29] Binary Competitive Swarm Optimizer Approaches for Feature Selection
    Too, Jingwei
    Abdullah, Abdul Rahim
    Saad, Norhashimah Mohd
    [J]. COMPUTATION, 2019, 7 (02)
  • [30] Beetle Swarm With Constrained Levy Flight for Image Matching
    Wu, Yubing
    Sun, Danfeng
    Zhang, Mingjia
    Zhao, Jianyong
    Wu, Huifeng
    [J]. IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2024,
12345