RESEARCHER PROFILE

Hamouda Chantar

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Sebha University

Metaheuristic Optimization Algorithms ResearchText and Document Classification TechnologiesArtificial Immune Systems ApplicationsEvolutionary Algorithms and ApplicationsTopic Modeling

Hamouda Chantar works in Metaheuristic Optimization Algorithms Research, Text and Document Classification Technologies, Artificial Immune Systems Applications, Evolutionary Algorithms and Applications, Topic Modeling. Recorded institutional associations include Sebha University.

22Publications
706Citations
12H-index

ORCID

Inclusion identifies researchers whose recorded research contributions may inform their university’s understanding of its research community. It does not rank individual research quality or establish current employment.

Selected research works

Up to 100 highly cited works; DOI links open the original research. Counts reflect the collected record, not real-time citation totals.

  1. Feature selection using binary grey wolf optimizer with elite-based crossover for Arabic text classification

    2019 · 191 citations

  2. Boosted Whale Optimization Algorithm With Natural Selection Operators for Software Fault Prediction

    2021 · 97 citations

  3. Boolean Particle Swarm Optimization with various Evolutionary Population Dynamics approaches for feature selection problems

    2022 · 78 citations

  4. Intelligent Detection of False Information in Arabic Tweets Utilizing Hybrid Harris Hawks Based Feature Selection and Machine Learning Models

    2021 · 63 citations

  5. Feature subset selection for Arabic document categorization using BPSO-KNN

    2011 · 60 citations

  6. Hybrid Binary Dragonfly Algorithm with Simulated Annealing for Feature Selection

    2021 · 58 citations

  7. An Efficient High-dimensional Feature Selection Approach Driven By Enhanced Multi-strategy Grey Wolf Optimizer for Biological Data Classification

    2022 · 43 citations

  8. An Enhanced Evolutionary Student Performance Prediction Model Using Whale Optimization Algorithm Boosted with Sine-Cosine Mechanism

    2021 · 26 citations

  9. BHHO-TVS: A Binary Harris Hawks Optimizer with Time-Varying Scheme for Solving Data Classification Problems

    2021 · 24 citations

  10. Wrapper-based Feature Selection for Imbalanced Data using Binary Queuing Search Algorithm

    2019 · 20 citations

  11. Diagnosis of Obstructive Sleep Apnea Using Feature Selection, Classification Methods, and Data Grouping Based Age, Sex, and Race

    2023 · 14 citations

  12. New techniques for Arabic document classification

    2013 · 12 citations

  13. An Enhanced Evolutionary Based Feature Selection Approach Using Grey Wolf Optimizer for the Classification of High-dimensional Biological Data

    2022 · 9 citations

  14. Breast Cancer Image Classification Using Deep Convolutional Neural Networks

    2022 · 5 citations

  15. Enhanced IoT Based IDS Driven by Binary Snake Optimizer for Feature Selection

    2022 · 4 citations

  16. Naïve Bayes Classifier with Genetic Algorithm for Phishing Website Detection

    2024 · 1 citations

  17. Performance Analysis of Classifying URL Phishing Using Recursive Feature Elimination

    2024 · 1 citations

  18. Early Screening of Sleep-Disordered Breathing Using Metaheuristic-Optimized Extreme Learning Machines

    2026 · 0 citations

  19. Feature Selection for Arabic Sentiment Analysis using Genetic Algorithm and Support Vector Machine

    2026 · 0 citations

  20. Intrusion Detection in IoT Networks Using Binary Crow Search Optimizer

    2026 · 0 citations

  21. Diagnosis Model for Heart Disease Based on Whale Optimization Algorithm and K Nearest Neighbour Classifier

    2025 · 0 citations

  22. Exploratory Analysis of Chronic Kidney Disease Features: Southern Libya as a Case Study

    2025 · 0 citations

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