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Alireza Rezvanian

(علیرضا رضوانیان)

Researcher, School of Computer Science, Institute for Research in Fundamental Sciences (IPM), Tehran, Iran

Soft Computing Lab, Computer Engineering and Information Technology Department, Amirkabir University of Technology (Tehran Polytechnic), 424 Hafez Ave, Tehran, Iran, 15875-4413.

E-mail: MyLaStNaMe 'At' gmail ''dot'' com
URL: http://ceit.aut.ac.ir/~rezvanian/
Phone: +98 (21) 6454 5120

More info:
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Research Interests

Soft Computing, Complex Networks, Social Network Analysis, Stochastic graphs, Learning Automata, Evolutionary Algorithms, Particle Swarm Optimization, Digital Image Processing


Education

  • B.Sc. Computer Engineering (Software Engineering), Bu-Ali Sina University of Hamedan, Hamedan, Iran (2007).
      Advisor: Dr. Hassan Bashiri
      Thesis Title: SABA Web Crawler: Design and Implementation of an Effective Web Crawling with New Approach in Characterization of Persian Web.


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Publications

    Journal papers


    Selected books and book chapters

    1. A. Rezvanian,‎ A. M. Saghiri,‎ S. M. Vahidipour,‎ M. Esnaashari,‎ M. R. Meybodi, Recent Advances in Learning Automata (Studies in Computational Intelligence), Springer, ISBN: 978-3319724270, 2018.
    2. A. Rezvanian, M. R. Meybodi, "Stochastic Social Networks: Measures and Algorithms", LAP LAMBERT Academic Publishing, ISBN: 978-3330022140, 2016.
    3. M. Soleimani-pouri, A. Rezvanian, M. R. Meybodi, "An Ant Based Particle Swarm Optimization Algorithm for Maximum Clique Problem in Social Networks", State of the Art Applications of Social Network Analysis, pp. 295-304, 2014.
    4. F. Amiri, N. Yazdani, H. Faili, A. Rezvanian, "A Novel Community Detection Algorithm for Privacy Preservation in Social Networks," Intelligent Informatics, vol. 182, pp. 3-450, 2013.
    5. A. Rezvanian, M. R. Meybodi, "Tracking Extrema in Dynamic Environments Using a Learning Automata-Based Immune Algorithm", Communications in Computer and Information Science, Grid and Distributed Computing, Control and Automation, vol. 121, pp. 216-225, 2010.
    6. A. Rezvanian, M. R. Meybodi, "LACAIS: Learning Automata Based Cooperative Artificial Immune System for Function Optimization", Communications in Computer and Information Science, vol. 94, Contemporary Computing, Part 2, pp. 64-75, 2010.

    Selected conference papers

    1. M. M. Daliri Khomami, A. Rezvanian, N. Bagherpour, M. R. Meybodi, "Irregular cellular automata based diffusion model for influence maximization", 2017 5th Iranian Joint Congress on Fuzzy and Intelligent Systems (CFIS), pp. 69-74, Qazvin, Iran, March 7-9, 2017.
    2. M. Elyasi, M. R. Meybodi, A. Rezvanian, M. Amirhaeri, "A Fast Algorithm for Overlapping Community Detection", 8th International Conference on Information and Knowledge Technology (IKT 2016), pp. 221-226, Hamedan, Iran, September 7-8, 2016.
    3. M. Elyasi, M. R. Meybodi, A. Rezvanian, "A New Cellular Learning Automata based Algorithm for Overlapping Community Detection in Social Networks", 8th International Conference on Information and Knowledge Technology (IKT 2016), pp. 172-178, Hamedan, Iran, September 7-8, 2016.
    4. M. H. Mirani, M. R. Meybodi, A. Rezvanian, "A New Algorithm for Community Detection Based on Learning Automata in Social Network", 8th International Conference on Information and Knowledge Technology (IKT 2016), pp. 1-6, Hamedan, Iran, September 7-8, 2016.
    5. Z. S. Jalali, A. Rezvanian, M. R. Meybodi, "Modeling Ads Influence Spreading on Users of Social Network", 2nd International Conference on Web Research (ICWR2016), pp. 1-7, Tehran, Iran, April 27-28, 2016.
    6. Z. S. Jalali, A. Rezvanian, M. R. Meybodi, "A two-phase sampling algorithm for social networks", In proceedings of 2015 2nd International Conference on Knowledge-Based Engineering and Innovation (KBEI), pp. 1165-1169, Tehran, Iran, 5-6 Nov. 2015.
    7. F. Bozorgi, A. Rezvanian, M. R. Meybodi, "Finding Maximum Clique in Weighted Graph Using Cellular Learning Automata", In proceedings of the 23rd Iranian Conference on Electrical Engineering (ICEE 2015), pp. 1-5, Tehran, Iran, May 10-14, 2015.
    8. F. Bozorgi, A. Rezvanian, M. R. Meybodi, "A Method based on Cellular Learning Automata for Solving Weighted k-Plex Problem", In proceedings of the 5th Joint Conference of AI & Robotics and 7th Robocup Iran Open International Symposium, pp. 262-269, Qazvin, Iran, April 12, 2015.
    9. M. M. Daliri Khomami, A. Rezvanian, M. R. Meybodi, "Community detection in Complex networks using edge similarities", In proceedings of the 2nd international conference on Pattern Recognition and Image Analysis (IPRIA2015), pp. 1-7, Rasht, Iran, 11-12 March 2015.
    10. Z. S. Jalali, M. R. Meybodi, A. Rezvanian, "A New Method for Sampling Social Networks", In proceedings of the 20th Annual Computer Society of Iran (CSI) Conference (CSICC 2015), pp. 488-493, Mashhad, Iran, 2-4 March 2015.
    11. A. Mousavian, A. Rezvanian, M. R. Meybodi, "Cellular learning automata based algorithm for solving minimum vertex cover problem", In proceedings of the 22nd Iranian Conference on Electrical Engineering (ICEE 2014), pp. 996-1000, Tehran, Iran, 2014.
    12. M. M. Daliri Khomami, A. Rezvanian, M. R. Meybodi, "Irregular Cellular Automata for Multiple Diffusion", In proceedings of the 22nd Iranian Conference on Electrical Engineering (ICEE 2014), pp. 1-6, Tehran, Iran, 2014.
    13. A. Mousavian, A. Rezvanian, M. R. Meybodi, "Solving Minimum Vertex Cover Problem Using Learning Automata", In Proceedings of 13th Iranian Conference on Fuzzy Systems (IFSC 2013), Qazvin, Iran, 2013.
    14. M. Alizadeh, M. R. Meybodi, A. Rezvanian, "A Memetic Algorithm Based on Particle Swarm Optimization for Moving Peaks Problem", In Proceeding of the 18th Annual CSI Computer Conference (CSI 2013), Tehran, Iran, pp. 1-6, 2013. (selected as one of the best papers)
    15. M. Soleimani-Pouri, A. Rezvanian, M. R. Meybodi, "Finding a Maximum Clique using Ant Colony Optimization and Particle Swarm Optimization in Social Networks", Proceedings of 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012), pp. 58-61, 2012.
    16. M. Soleimani-Pouri, A. Rezvanian, M. R. Meybodi, "Solving Maximum Clique Problem in Stochastic Graphs using Learning Automata", In Proceedings of 2012 Fourth International Conference on Computational Aspects of Social Networks (CASoN), pp. 115-119, Sao Carlos, Brazil, 2012. (selected as one of the best papers)
    17. S. Nabizadeh, A. Rezvanian, M. R. Meybodi, "A multi-swarm cellular PSO based on clonal selection algorithm in dynamic environments" In Proceedings of the 2012 International Conference on the Informatics, Electronics & Vision (ICIEV), pp. 482-486, 2012. (selected as one of the best papers)
    18. A. Rezvanian, H. Safiarian, S. Rezvanian, D. Yazdani "Improving Imperialist Competitive Algorithm using Evolution Strategy", In Proceedings of the 3rd National Conference on Computer Engineering and Information Technology Engineering (CEIT 2011), pp. 836-839, Hamedan, Iran, 2011.
    19. S. Tavassoli, M. Yaqubi, A. Rezvanian, "An Efficient Preprocessing for Improving Performance of Ear Verification System", In Proceedings of the 6th Iranian Machine Vision & Image Processing Conference (MVIP 2010), pp. 297-301, Isfahan, Iran, 2010.
    20. A. Rezvanian, M. R. Meybodi, "An Adaptive Mutation Operator for Artificial Immune Network using Learning Automata in Dynamic Environment", In Proceedings of the World Congress on Nature and Biologically Inspired Computing (NaBIC2010), pp. 486-490, Kitakyushu, Japan, 2010.
    21. S. Tavassoli, M. Yaqubi, A. Rezvanian, Mohammad Mehdi Ebadzadeh, A. Rezvanian, "Enhancement of Ear Verification System Performance Using a New Hybrid Denoising Approach (ANFIS-FWS)", In Proceedings of the 2010 First International Conference on Integrated Intelligent Computing (ICIIC 2010), pp. 200-204, Bangalore, India, 2010.
    22. A. Rezvanian, M. R. Meybodi, "Improving Artificial Immune System Using Fuzzy Logic", In Proceedings of the 10th Iranian Conference on Fuzzy Systems (IFS 2010), pp. 173-177, Tehran, Iran, 2010.
    23. S. Tavassoli, A. Rezvanian, M. M. Ebadzadeh, "A New Method for Impulse Noise Reduction from Digital Images Based on Adaptive Neuro-Fuzzy System and Fuzzy Wavelet Shrinkage", In Proceedings of the 2010 International Conference on Computer Engineering and Technology (ICCET 2010), vol. 4, pp. 297-301, Chengdu, Sichuan, China, 2010.
    24. S. Nabizadeh, K. Faez, S. Tavassoli, A. Rezvanian, "A Novel Method for Multi-Level Image Thresholding using Particle Swarm Optimization Algorithms", In Proceedings of the 2010 International Conference on Computer Engineering and Technology (ICCET 2010), vol. 4, pp. 271-275, Chengdu, Sichuan, China, 2010.
    25. A. Rezvanian, M. R. Meybodi, "A New Model for Optimization Using Cooperative Artificial Immune System Based on Learning Automata (CAIS-LA)", In Proceedings of the 15th Annual CSI Computer Conference (CSICC 2010), pp. 1-8, Tehran, Iran, 2010.
    26. M. F. Kiani, K. Faez, E. Hosenkhani, A. Rezvanian, "Credit Scoring Using Neural Networks and Genetic Algorithm", In Proceedings of the 3rd Joint Congress on Fuzzy and Intelligent Systems (IFS 2009), Yazd, Iran, 2009.
    27. A. Rezvanian, S. Rezvanian, H. Khotanlou "A New Method to Impulse Noise Reduction from Medical Images Using Cellular Automata", In Proceedings of the 17th Iranian Conference on Electrical Engineering (ICEE 2009), vol. 8, pp. 53-58, Tehran, Iran, 2009.
    28. A. Rezvanian, K. Faez, "A Hybrid Method for Impulse Noise Removal from Digital Images Using Artificial Neural Network and Cellular Automata", In Proceedings of the 14th International CSI Computer Conference (CSICC 2009), pp. 1-8, Tehran, Iran, 2009.
    29. M. J. Fattahi Hasanabad, A. Rezvanian, M. R. Meybodi, "A New Fast Method for Crawling the Web using Reinforcement Learning", In Proceedings of the 14th International CSI Computer Conference (CSICC 2009), pp. 1-4, Tehran, Iran, 2009.
    30. M. Shakeri, H. Deldari, A. Rezvanian, H. Foroughi, "A novel fuzzy method to traffic light control based on unidirectional selective cellular automata for urban traffic", In Proceedings of the 11thInternational Conference on Computer and Information Technology (ICCIT 2008), pp. 300-305, Khulna, Bangladesh, 2008.
    31. A. Rezvanian, K. Faez, F. Mahmoudi, "A Two-pass Method to Impulse Noise Reduction from Digital Images Based on Neural Networks", In Proceedings of the 5th IEEE International Conference on Electrical and Computer Engineering (ICECE 2008), pp. 400-405, Dhaka, Bangladesh, 2008.
    32. H. Foroughi, A. Rezvanian, A. Paziraee, "Robust Fall Detection Using Human Shape and Multi-class Support Vector Machine", In Proceedings of the IEEE 6th Indian Conference on Computer Vision, Graphics & Image Processing (ICVGIP 2008), pp. 413-420, Bhubaneswar, India, 2008.
    33. A. Rezvanian, M. M. Ebadzadeh, S. Rezvanian, "An Efficient Method for Impulse Noise Reduction from Digital Images Using ANFIS and ANN”, In Proceedings of the 2nd Joint Congress on Fuzzy and Intelligent Systems (ISFS 2008), Tehran, Iran, 2008.
    34. M. Shakeri, H. Deldari, H. Foroughi, A. Rezvanian, "Parallel Sorting On Linear Cellular Automata", In Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA 2008), pp. 377-383, Las Vegas, Nevada, USA, 2008.
    35. A. Rezvanian, H. Bashiri, "Persian Web Characterization Based on SABA Web Crawler", In Proceedings of the 12th International CSI Computer Conference (CSICC 2007), pp. 852-858, Tehran, Iran, 2007.



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Talks

  • Speaker of "Social Networks: a Scientometrics approach", in Niroo Research Institute (NRI), Tehran, Iran, February 05, 2018.
  • Speaker of "Scholarly Publishing", in Payame Noor University, Hamedan, Iran, March 09, 2017.
  • Speaker of "Social network analysis", in the Sama college, Islamic Azad University, Hamedan, Iran, December 24, 2015.
  • Speaker of "How to evaluate scholarly publishing", in Hamedan University of Technology, Iran, December 09, 2015.
  • Speaker of "How To Publish a Paper: An Introduction to Scholarly Publishing", in Payame Noor University, Hamedan, Iran, 24 November 2015.
  • Speaker of "Cloud computing: introduction to concepts and models", in the Sama college, Islamic Azad University, Hamedan, Iran, May 2015.
  • Speaker of "Complex networks: introduction, approaches, applications and current researches", in Hamedan University of Technology, Iran, December 2014.
  • Speaker of "Artificial intelligence: Introduction and Applications", in the Sama college, Islamic Azad University, Hamedan, Iran, December 2014.
  • Speaker of "Digital Image Processing: Introduction and Applications", in the Sama college, Islamic Azad University, Hamedan, Iran, May 08, 2013.
  • Speaker of "Artificial Intelligence and Social Network Analysis", in the Sama college, Islamic Azad University, Hamedan, Iran, October 27, 2012.
  • Keynote Speaker of "Introduction to Social Networks", in the Conference of New Approaches in Computer Engineering and Information Technology, Rudsar, Iran, May 26, 2011.
  • Speaker of "Evolutionary Computation" in the Workshop on Soft Computing in Engineering, Bu-Ali Sina University, Hamedan, Iran, December 8, 2010.


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Professional Activities




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Teaching

  • Teaching

    • Complex Network Theory (graduate), Islamic Azad University of Hamedan, (Fall 2015, Spring 2016, Fall 2016, Spring 2017).
    • Advanced Artificial Intelligence (graduate), Islamic Azad University of Hamedan, (Spring 2015, Fall 2015, Spring 2016, Spring 2017).
    • Computational Intelligence (undergraduate), Hamedan University of Technology, (Fall 2016).
    • Data Mining (graduate), Sadra Institute of Higher Education, Tehran, (Spring 2017).
    • Internet Engineering (undergraduate), Hamedan University of Technology, (Fall 2016).
    • IT Engineering I (undergraduate), Hamedan University of Technology, (Fall 2016).
    • Applied Optimization (undergraduate), Hamedan University of Technology, (Fall 2015).
    • Evolutionary Computing (graduate), Islamic Azad University of Hamedan, (Spring 2015, Spring 2017).
    • Artificial Intelligence (undergraduate), Hamedan University of Technology, (Fall 2014, Fall 2015, Spring 2016, Spring 2017).
    • Data Mining (undergraduate), Hamedan University of Technology, (Fall 2014, Spring 2016, Spring 2017).
    • Multimedia Systems (undergraduate), Hamedan University of Technology, (Spring 2015).
    • Technical Presentation and Research methods (undergraduate), Hamedan University of Technology, (Spring 2015, Fall 2015).
    • Artificial Intelligence (undergraduate), Payame Noor University of Hamedan, (2008-2010, Spring 2015, Fall 2015, Spring 2016).
    • Information Storage and Retrieval - File Structures (undergraduate), Payame Noor University of Hamedan, 2008-2010.
    • Web Programming (undergraduate), University of Applied Science and Technology, Hamedan, (2009-2010).
    • Technical Presentation (undergraduate), Islamic Azad University of Hamedan, (2008-2010).
    • Computer Workshop (undergraduate), Payame Noor University of Hamedan, (Fall 2010).

  • Teaching Assistance

    • Machine Learning, Teaching Assistance for graduate course, Department of Computer Engineering, Islamic Azad University of Qazvin, (Spring 2008).
    • Internet Engineering, Teaching Assistance for undergraduate course, Department of Computer Engineering, Bu-Ali Sina University of Hamedan, (Spring 2007).
    • Database Design, Teaching Assistance for undergraduate course, Department of Computer Engineering, Bu-Ali Sina University of Hamedan, Spring 2007.
    • Information Storage and Retrieval (File Structures), Teaching Assistance for undergraduate course, Department of Computer Engineering, Bu-Ali Sina University of Hamedan, (Fall 2006, Spring 2007).
    • Logic Design, Teaching Assistance for undergraduate course, Department of Computer Engineering, Bu-Ali Sina University of Hamedan, (Fall 2006).

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Memberships

  • IEEE Computational Intelligence Society (IEEE CI).
  • International Association of Computer Science and Information Technology (IACSIT).
  • Iranian Fuzzy Systems Society (IFSS).
  • Iranian Society of Machine Vision & Image Processing (IMVIP).
  • Informatics Society of Iran (ISI).
  • Iranian Young Researchers Club (YRC).


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  Copyright © 2018 Alireza Rezvanian - Last modified: February 17, 2018.