Mahdi Abdollahi

PhD Student School of Engineering and Computer Science

Mahdi Abdollahi profile picture

Thesis Info

Research Interests: Text Mining, Machine Learning, Evolutionary Computation, Classification
Thesis Title: Improving Medical Document Classification via Feature Engineering
Supervisor: Dr Xiaoying Sharon Gao and Dr Yi Mei

 

Research Interests

Publications

Journal Papers

  1. Mahdi Abdollahi, Asgarali Bouyer, and Davoud Abdollahi. "Improved Cuckoo Optimization Algorithm for Solving Systems of Nonlinear Equations." In the Journal of Supercomputing, Vol.72, No.3. pp. 1246-1269, Springer, 2016.
  2. Mahdi Abdollahi, Ayaz Isazadeh, and Davoud Abdollahi. "Imperialist Competitive Algorithm for Solving Systems of Nonlinear Equations." In Computers and Mathematics with Applications, Vol.65, No.12. pp. 1894-1908, Elsevier, 2013.
  3. Mahdi Abdollahi, Ayaz Isazadeh, and Davoud Abdollahi. "Solving the Constrained Nonlinear Optimization based on Imperialist Competitive Algorithm." In International Journal of Nonlinear Science, Vol.15, No.3. pp. 212-219, World Academic Union, 2009.

Conference Papers

  1. Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, and Jinyan Li. "An Ontology-based Two-Stage Approach to Medical Text Classification with Feature Selection by Particle Swarm Optimisation." In 2019 IEEE Congress on Evolutionary Computation, Wellington, New Zealand. pp. 119-126, IEEE, 2019.
  2. Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, and Jinyan Li. "Uncovering Discriminative Knowledge-Guided Medical Concepts for Classifying Coronary Artery Disease Notes." In Australasian Joint Conference on Artificial Intelligence, Wellington, New Zealand. pp. 104-110, Springer, 2018.
  3. Taher Abdolzade, Mahdi Abdollahi, and Safar Vahedi. "Comparison of the Performance of Time Series Models and Imperialist Competitive Algorithm in Inflation Prediction." In 3rd National Conference on Technology in Electrical and Computer Engineering, Semnan, Iran. pp. 1-20, TEC, 2018.
  4. Amin Majd, Mahdi Abdollahi, Golnaz Sahebi, Davoud Abdollahi, Masoud Daneshtalab, Juha Plosila, and Hannu Tenhunen. "Multi-Population Parallel Imperialist Competitive Algorithm for Solving Systems of Nonlinear Equations." In The 2016 International Conference on High Performance Computing & Simulation (HPCS 2016), Innsbruck, Austria. pp. 767-775, IEEE, 2016.
  5. Maryam Saman Azari, Asgarali Bouyer, and Mahdi Abdollahi. "Service Composition with Knowledge of the Quality of Service in the Cloud Using Cuckoo Optimization Algorithm." In 2nd International Congress of Electrical Engineering, Computer Science and Information Technology, Shahid Beheshti University, Tehran, Iran. pp. 405-413, ICEECS, 2015.
  6. Mahdi Abdollahi, Jaber Karimpour, and Davoud Abdollahi. "Using Cuckoo Optimization Algorithm for Solving the Constrained Nonlinear Optimization." In the 9th International Industrial Engineering Conference, Khajeh Nasir Toosi University of Technology, Tehran, Iran. pp. 1-7, IIEC, 2013.
  7. Mahdi Abdollahi, Shahriyar Lotfi, and Davoud Abdollahi. "Solving Systems of Nonlinear Equations Using the Cuckoo Optimization Algorithm." In the 3th International Conference on Contemporary Issues in Computer and Information Science (IASBS), Institute for Advanced Studies in Basic Sciences, Zanjan, Iran. pp. 191-194, IASBS, 2012.
  8. Mahdi Abdollahi, Ayaz Isazadeh, and Davoud Abdollahi. "Using Imperialist Competitive Algorithm for Solving the Constrained Nonlinear Optimization." In 5th International Conference of Iranian Operations Research Society, Azarbaijan University of Tarbiat Moallem, Tabriz, Iran. pp. 1-2, IORS, 2012.
  9. Mahdi Abdollahi, Ayaz Isazadeh, and Davoud Abdollahi. "Solving Systems of Nonlinear Equations Based on Imperialist Competitive Algorithm." In the 8th International Industrial Engineering Conference (IIEC 2012), Amirkabir University of Technology (AUT), Tehran, Iran. pp. 1-6, IIEC, 2012.
  10. Mahdi Abdollahi, Ayaz Isazadeh, and Naser Lotfi. "An Evolutionary Approach for Solving TSP Based on ACO." In 14th national Computer Society of Iran (CSICC’09), Amirkabir University of Technology (AUT), Tehran, Iran. pp. 1-4, CSI, 2009.