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MahdisBD/README.md

Hi, I'm Mahdis Banaie Dezfouli 👋

I am an Artificial Intelligence researcher with a Ph.D. in Computer Engineering. My research focuses on computational intelligence, machine learning, metaheuristic optimization, and applications of AI in healthcare and engineering.

Research interests

  • Metaheuristic optimization and swarm intelligence
  • Machine learning and feature selection
  • Medical AI and clinical decision-support systems
  • Explainable Artificial Intelligence
  • Engineering optimization

Selected research contributions

  • R-GWO: Representative-Based Grey Wolf Optimizer
  • BE-GWO: Binary Extremum-Based Grey Wolf Optimizer
  • CNJSO: Conscious Neighborhood-Based Jellyfish Search Optimizer
  • B-MFO: Binary Moth-Flame Optimization for medical feature selection
  • Lung-cancer survival prediction using feature selection and classification methods

Tools and technologies

  • Programming: MATLAB, Python, SQL
  • Machine learning: scikit-learn, classification, clustering, feature selection
  • Research areas: optimization, data mining, medical AI
  • Currently learning: PyTorch, TensorFlow, Explainable AI

Current research direction

I am interested in developing optimization-assisted machine-learning methods for medical prediction, feature selection, and intelligent decision-support systems.

Selected publications

  1. R-GWO: Representative-Based Grey Wolf Optimizer for Solving Engineering Problems
    Applied Soft Computing, 2021

  2. BE-GWO: Binary Extremum-Based Grey Wolf Optimizer for Discrete Optimization Problems
    Applied Soft Computing, 2023

  3. B-MFO: A Binary Moth-Flame Optimization for Feature Selection from Medical Datasets
    Computers, 2021

  4. Conscious Neighborhood-Based Jellyfish Search Optimizer for Solving Optimal Power Flow Problems

Connect with me

Popular repositories Loading

  1. MahdisBD MahdisBD Public

  2. B-MFO-MATLAB B-MFO-MATLAB Public

    MATLAB implementation of Binary Moth-Flame Optimization (B-MFO) for feature selection from medical datasets.

    MATLAB

  3. CNJSO-MATLAB CNJSO-MATLAB Public

    MATLAB implementation of the Conscious Neighborhood-Based Jellyfish Search Optimizer (CNJSO) for numerical optimization and optimal power flow research.

    MATLAB

  4. EBSDE-MATLAB EBSDE-MATLAB Public

    MATLAB implementation of Enhanced Bernstain-Search Differential Evolution (EBSDE) for constrained engineering design optimization.

    MATLAB