師資團隊

夏莫翰/ Mohammad H. Nadimi-Shahraki

研究室: AI312

分機號碼: -

電子郵件: nadimi@yuntech.edu.tw

最高學歷: PhD in Computer Science-Intelligent Computing from University of Putra (UPM), Malaysia

研究領域: Data Analytics, Artificial Intelligence, Machine Learning, Deep Learning, Bio-inspired algorithms

夏莫翰/ Mohammad H. Nadimi-Shahraki

教授 / Professor

Awards:

 

The World's Top 2% ScientistsThe World's Top 2% Scientists in 20232024
Top University Researcher AwardTop researcher of Computer Engineering Faculty2024
The World's Top 2% ScientistsThe World's Top 2% Scientists in 20222023
The Elsevier and IFAC Best Theory Paper Prize in (2020-2022)The best theory paper in artificial intelligence and applications2023
Top Paper Award in UniversityWOS Hot and Highly Cited Papers2023
Top University Researcher AwardTop researcher of Computer Engineering Faculty2022
IEEE Outstanding Ph.D. thesis awardSupervision of this Ph.D.2022
National Innovator Award Intelligent Family Pharmacy (mobile app)2019
National Innovator AwardInteractive Autistic Children Robot2019
International RoboCup Open AwardAren Robot, an Interactive Autistic Children Robot2017
The Top National Author in the engineering and technology sector, awarded by the Farhikhtegan Research and Technology ExhibitionThe book of data mining in Farsi language 2016
Top University Researcher AwardTop researcher of Computer Engineering Faculty2014
Top University Researcher AwardTop researcher of Computer Engineering Faculty2012
Bronze Medal, International Research and Technology Expo 2010, MTE2010, MalaysiaA prime-based method for frequent pattern algorithm2010
Bronze Medal of Research and Technology Expo PRPI’09, MalaysiaA prime-based method for maximal frequent pattern algorithm2009
Merit Paper Award in International Conference of Data Mining WCE 2008, LondonProposing an efficient PC-tree for maximal frequent patterns mining 2008

 

 

Selected articles published by ISI journals from 2020:

  1. Khodadadi, Nima, Mohammad Ehteram, Hojat Karami, Mohammad H. Nadimi-Shahraki, Laith Abualigah, and Seyedali Mirjalili, 2025, Leader selection based Multi-Objective Flow Direction Algorithm (MOFDA): A novel approach for engineering design problems, Results in Engineering
  2. Mohammad H. Nadimi-Shahraki*, S. Taghian, D. Javaheri, A. S. Sadiq, N. Khodadadi, Seyedali Mirjalili, 2024, MTV-SCA: multi-trial vector-based sine cosine algorithm, Cluster Computing 
  3. H. Zamani*, Mohammad H. Nadimi-Shahraki*, 2024, An evolutionary crow search algorithm equipped with interactive memory mechanism to optimize artificial neural network for disease diagnosis, Biomedical Signal Processing and Control 
  4. S. Mohammadi, Mohammad H. Nadimi-Shahraki*, Z. Beheshti, K. Zamanifar, 2024, Improved information diffusion models based on a new two-sided sign-aware matching framework in complex networks, Chaos, Solitons & Fractals  
  5. P. Hadikhani*, DTC Lai, WH Ong, Mohammad H. Nadimi-Shahraki, 2024, Automatic deep spare clustering with a dynamic population-based evolutionary algorithm using reinforcement learning and transfer learning, Image and Vision Computing 
  6. A. Fatahi, Mohammad H. Nadimi-Shahraki*, H. Zamani, 2024, An improved binary quantum-based avian navigation optimizer algorithm to select effective feature subset from medical data: A COVID-19 case study, Bionic Engineering 
  7. Mohammad H. Nadimi-Shahraki*, H. Farhanginasab, S. Taghian, A. S. Sadiq, Seyedali Mirjalili, 2024, Multi-trial Vector-based Whale Optimization Algorithm, Bionic Engineering 
  8. Mohammad H. Nadimi-Shahraki*, H. Zamani, Z. Asghari Varzaneh, A. S. Sadiq, Seyedali Mirjalili, 2024, A Systematic Review of Applying Grey Wolf Optimizer, its Variants, and its Developments in Different Internet of Things Applications, Internet of Things 
  9. H. Zamani*, Mohammad H. Nadimi-Shahraki*, Seyedali Mirjalili, F. S. Gharehchopogh, D. Oliva, 2024, A Critical Review of Moth-Flame Optimization Algorithm and Its Variants: Structural Reviewing, Performance Evaluation, and Statistical Analysis, Archives of Computational Methods in Engineering 
  10. H. Arman*, A. Hadi-Vencheh, A. M. Golmohammadi, S. Dehghani, Mohammad H. Nadimi-Shahraki, 2024, Optimal locating by integrating volumetric fuzzy sets and geographic coordinate system: An application to healthcare, Computers & Operations Research 
  11. Z. S. Asaei-Moamam, F. Safi-Esfahani*, Seyedali Mirjalili, R. Mohammadpour, Mohammad H. Nadimi-Shahraki, 2024, DAerosol-NTM: applying deep learning and neural Turing machine in aerosol prediction, Neural Computing and Applications 
  12. M. Banaie-Dezfouli, Mohammad H. Nadimi-Shahraki*, Z. Beheshti*, 2023, BE-GWO: Binary extremum-based grey wolf optimizer for discrete optimization problems, Applied Soft Computing 
  13. Z. S. Asaei-Moamam, F. Safi-Esfahani*, Seyedali Mirjalili, R. Mohammadpour, Mohammad H. Nadimi-Shahraki, 2024, Air quality particulate-pollution prediction applying GAN network and the Neural Turing Machine, Applied Soft Computing 
  14. S. Mohammadi, Mohammad H. Nadimi-Shahraki*, Z. Beheshti, K. Zamanifar, 2023, Fuzzy sign-aware diffusion models for influence maximization in signed social networks, Information Sciences 
  15. Mohammad H. Nadimi-Shahraki*, H. Zamani, Z. Asghari Varzaneh, Seyedali Mirjalili, 2023, A Systematic Review on Whale Optimization Algorithm: Theoretical Foundation, Improvements, and Hybridizations, Archives of Computational Methods in Engineering 
  16. Mohammad H. Nadimi-Shahraki*, E. Moeini, S. Taghian, Seyedali Mirjalili, 2023, Discrete Improved Grey Wolf Optimizer for Community Detection, Bionic Engineering 
  17. P. Hadikhani*, DTC Lai, WH Ong, Mohammad H. Nadimi-Shahraki, 2023, Automatic Deep Sparse Multi-trial Vector-based Differential Evolution Clustering with Manifold Learning and Incremental Technique, Image and Vision Computing 
  18. P. Gouran, Mohammad H. Nadimi-Shahraki*, A. M. Rahmani, Seyedali Mirjalili, 2023, An Effective Imputation Method Using Data Enrichment for Missing Data of Loop Detectors in Intelligent Traffic Control Systems, Remote Sensing 
  19. Mohammad H. Nadimi-Shahraki*, 2023, An Effective Hybridization of Quantum-based Avian Navigation and Bonobo Optimizers to Solve Numerical and Mechanical Engineering Problems, Bionic Engineering 
  20. Mohammad H. Nadimi-Shahraki*, H. Zamani, A. Fatahi, Seyedali Mirjalili*, 2023, MFO-SFR: An Enhanced Moth-Flame Optimization Algorithm Using an Effective Stagnation Finding and Replacing Strategy, Mathematics 
  21. Mohammad H. Nadimi-Shahraki*, S. Taghian, H. Zamani, Seyedali Mirjalili, M. Abd Elaziz, 2023, MMKE: Multi-trial vector-based monkey king evolution algorithm and its applications for engineering optimization problems, PlosOne 
  22. Mohammad H. Nadimi-Shahraki*, Z. Asghari Varzaneh, H. Zamani, Seyedali Mirjalili*, 2022, Binary Starling Murmuration Optimizer Algorithm to Select Effective Features from Medical Data, Applied Sciences 
  23. F. S. Gharehchopogh*, Mohammad H. Nadimi-Shahraki, S. Barshandeh, B. Abdollahzadeh, H. Zamani, 2022, CQFFA: A Chaotic Quasi-oppositional Farmland Fertility Algorithm for Solving Engineering Optimization Problems, Bionic Engineering 
  24. Mohammad H. Nadimi-Shahraki*, H. Zamani, Seyedali Mirjalili, 2022, Enhanced whale optimization algorithm for medical feature selection: A COVID-19 case study, Computers in Biology and Medicine 
  25. Mohammad H. Nadimi-Shahraki*, A. Fatahi, H. Zamani, Seyedali Mirjalili*, 2022, Binary Approaches of Quantum-Based Avian Navigation Optimizer to Select Effective Features from High-Dimensional Medical Data, Mathematics 
  26. L. Abualigah*, K. H Almotairi, M. Al-qaness, D. Yousri, M. Abd Elaziz, Mohammad H. Nadimi-Shahraki, 2022, Efficient text document clustering approach using multi-search Arithmetic Optimization Algorithm, Knowledge-Based Systems 
  27. Mohammad H. Nadimi-Shahraki*, S. Taghian, Seyedali Mirjalili*, L. Abualigah, 2022, Binary Aquila Optimizer for Selecting Effective Features from Medical Data: A COVID-19 Case Study, Mathematics 
  28. Mohammad H. Nadimi-Shahraki*, H. Zamani, 2022, DMDE: Diversity-maintained multi-trial vector differential evolution algorithm for non-decomposition large-scale global optimization, Expert Systems with Applications 
  29. Mohammad H. Nadimi-Shahraki*, S. Taghian, Seyedali Mirjalili, H. Zamani, A. Bahreininejad, 2022, GGWO: Gaze Cues Learning-based Grey Wolf Optimizer and its Applications for Solving Engineering Problems, Computational Science 
  30. Mohammad H. Nadimi-Shahraki*, A. Fatahi, H. Zamani, Seyedali Mirjalili*, Diego Oliva, 2022, Hybridizing of Whale and Moth-Flame Optimization Algorithms to Solve Diverse Scales of Optimal Power Flow Problem, Electronics 
  31. H. Zamani, Mohammad H. Nadimi-Shahraki*, Amir H. Gandomi, 2022, Starling murmuration optimizer: A novel bio-inspired algorithm for global and engineering optimization, Computer Methods in Applied Mechanics and Engineering 
  32. Mohammad H. Nadimi-Shahraki*, A. Fatahi, H. Zamani, Seyedali Mirjalili*, L. Abualigah, Mohamed Abd Elaziz, 2021, Migration-based moth-flame optimization algorithm to solve global optimization problems, Processes 
  33. Mohammad H. Nadimi-Shahraki*, S. Mohammadi, H. Zamani, M. Gandomi, Amir H Gandomi*, 2021, A hybrid imputing method for multi-pattern of missing values: A case study on Type II diabetes diagnoses, Electronics 
  34. Mohammad H. Nadimi-Shahraki*, S. Taghian, Seyedali Mirjalili*, L. Abualigah, M. Abd Elaziz, Diego Oliva, 2021, EWOA-OPF: Effective Whale Optimization Algorithm to Solve Optimal Power Flow Problem, Electronics 
  35. H. Zamani, Mohammad H. Nadimi-Shahraki*, Amir H. Gandomi, 2021, QANA: Quantum-based Avian Navigator Optimization Algorithm, Engineering Applications of Artificial Intelligence 
  36. Mohammad H. Nadimi-Shahraki*, E. Moeini, S. Taghian, Seyedali Mirjalili*, 2021, DMFO-CD: A discrete moth-flame optimization algorithm for community detection, Algorithms 
  37. M. Fasihi*, Mohammad H. Nadimi-Shahraki, A. Jannesari, 2021, A Shallow 1-D Convolution Neural Network for Fetal State Assessment Based on Cardiotocogram, SN Computer Science 
  38. M. Banaie-Dezfouli, Mohammad H. Nadimi-Shahraki*, Z. Beheshti*, 2021, R-GWO: Representative-based Grey Wolf Optimizer for Solving Engineering Problems, Applied Soft Computing  
  39. Mohammad H. Nadimi-Shahraki*, S. Taghian, Seyedali Mirjalili, 2021, An Improved Grey Wolf Optimizer for Solving Engineering Problems, Expert Systems with Applications  
  40. H. Kazemi Zahrani, Mohammad H. Nadimi-Shahraki*, Hamid R. Sayarshad, 2021, An intelligent social-based method for rail-car fleet sizing problem, Rail Transport Planning & Management  
  41. Mohammad H. Nadimi-Shahraki*, S. Taghian, Seyedali Mirjalili, H. Faris, 2020, MTDE: An Effective Multi-Trial Vector-based Differential Evolution Algorithm and its Applications for Engineering Design Problems, Applied Soft Computing  
  42. M. R. Dehkordi, H. Seifzadeh*, G. Beydoun, Mohammad H. Nadimi-Shahraki, 2020, Success Prediction of Android Applications in a Novel Repository using Neural Networks, Complex & Intelligent Systems