Hamid Beigy
Publications
  1. P. ZareMoodi, H. Beigy, and S. Kamali Siahroudi, "Novel class detection in data streams using local patterns and neighborhood graph", Neurocomputing Vol. 158, pp. 234-245 2015.

  2. E. Ghanbari and H. Beigy, "Incremental RoBoost algorithm: an application for spam filtering", Intelligent Data Analysis, Vol. 19, No. 2, pp. 449-468, 2015.

  3. Ahmad Ali Abin and H. Beigy, S. Kamali Siahroudi, "Active constrained fuzzy clustering: A multiple kernels learning approach", Pattern Recognition, Vol. 48, No. 3, pp. 953-967, 2015.

  4. H. Beigy and M. R. Meybodi, "A learning automata-based adaptive uniform fractional guard channel algorithm", The Journal of Supercomputing, Vol. 71, No. 3, pp. 871-893, 2015.

  5. M. Neshati, Seyyed H. Hashemi, and H. Beigy, "Expertise Finding in Bibliographic Network: Topic Dominance Learning Approach", IEEE Transactions on Cybernetics, Vol. 44, No. 12, pp. 2646-2657, 2014.

  6. M. Neshati, D. Hiemstra, E. Asgari, and H. Beigy, "Integration of scientific and social networks", World Wide Web Journal, Vol. 17, No. 5, pp. *-*, 201*.

  7. Z. Rahaie and H. Beigy, "Expertness Framework in Multi-Agent Systems and its Application in Credit Assignment Problem", Intelligent Data Analysis, Vol. 18, No. 3, pp. 511-528, 2014.

  8. S. Afzal and H. Beigy, "A Localization Algorithm for Large scale Mobile Wireless Sensor Networks: A Learning Approach", Journal of Supercomputing, Vol. 69, No. 1, pp. 98-120, 2014.

  9. M. Neshati, H. Beigy, and D. Hiemstra, "Expert Group Formation using Facility Location Analysis", Information Processing & Management, Vol. 50, No. 1, pp. 361-383, 2014.

  10. B. Moradabadi and H. Beigy, "A New Real-Coded Bayesian Optimization Algorithm based on a Team of Learning Automata for Continuous Optimization", Genetic Programming and Evolvable Machines, Vol. 15, No. 2, pp. 169-193, 2014.

  11. A. Ali Abin and H. Beigy, "Active Selection of Clustering Constraints: A Sequential Approach", Pattern Recognition, Vol. 47, No. 3, pp. 1443-1458, 2014.

  12. S. Adabi, A. Movaghar, A.M. Rahmani, H. Beigy, and H. Dastmalchy-Tabrizi, "A New Fuzzy Negotiation Protocol for Grid Resource Allocation", Journal of Network and Computer Applications, Vol. 37, No. 1, pp. 89–126, 2014.

  13. S. Adabi, A. Movaghar, A.M. Rahmani and H. Beigy, "Negotiation strategies considering market, time and behavior functions for resource allocation in computational grid", Journal of Supercomputing, Vol. 66, No. 3, pp. 1350-1389, 2013.

  14. N. Taghizadeh and H. Beigy, "A Novel Graphical Approach to Automatic Abstraction in Reinforcement Learning", International Journal of Robotics and Autonomous Systems, Vol. 61, No. 8, pp. 821-835, 2013.

  15. A. Mazloomian and H. Beigy, "Inferring Signaling Pathways using interventional data", International Journals of Data Analysis, Vol 17, No. 2, pp. 295-308, 2013.

  16. S. Sadeghi and H. Beigy, "An Ensemble Method for Feature Ranking in Text Mining", International Journal on Artificial Intelligence Tools, Vol. 22, No. 3, pp. 1350010 (26 pages), 2013.

  17. M. J. Hosseini, Z. Ahmadi, and H. Beigy, "Using a Classifier Pool in Accuracy Based Tracking of Recurring Concepts in Data Stream Classification", Evolving Systems, Vol. 4, pp. 43-60, 2013.

  18. S. Adabi, A. Movaghar, A.M. Rahmani and H. Beigy, "Market-based Grid Resource Allocation using New Negotiation Model", Journal of Network and Computer Applications, Vol. 36, No. 1, pp. 543-565, 2013.

  19. Z. Narimani, H. Beigy, and H. Abolhassani, , "A new Genetic Algorithm for Multiple Sequence Alignment", International Journal on Computational Intelligence and Applications, Vol. 11, No. 4, pp. (1250023-1)-(1250023-18), 2012.

  20. B. Moradabadi and H. Beigy, "An Optimization Algorithm Based on Adaptive Clustering for Continuous Environments", CSI Journal of Computer Science and Engineering, Vol. 9, No. 1 & 3, pp. 25-38, Spring 2011 & Fall 2011 (In Persian).

  21. Z. Karimi, H. Abolhassani, and H. Beigy, "A New Method of Mining Data Streams Using Harmony Search ", International Journal on Intelligent Information Systems, Vol. 39, No. 2, pp. 491–511, 2012.

  22. Z. Nikdel and H. Beigy, "A Genetic Programming Based Learning Algorithm for Pruning Cost-Sensitive Classifiers", International Journal on Computational Intelligence and Applications, Vol. 11, No 2, pp. (1250011-1)-(1250011-16), June 2012.

  23. M. Famil Saeedian and H. Beigy, " Learning to Filter Spam E-Mails: An Ensemble learning approach ", International Journal of Hybrid Intelligent Systems, Vol. 9, No. 1, pp. 27-43, 2012.

  24. H. Beigy and M. R. Meybodi, "Learning automata based dynamic guard channel algorithms", Journal of Computer and Electrical Engineering, Elsevier Publishing Company, Volume 37, No. 4, pp. 601-613, 2011.

  25. A. Abin, S. H. Amiri, and H. Beigy, "Cellular Learning Automata in Image processing Applications", CSI Journal of Computer Science and Engineering, Vol. 8, No. 1,3, pp. 37-52, Spring 2010 (In Persian).

  26. H. Sarbazi-Azad, A. Shahrabi, H. Beigy, "Special issue on network-based high performance computing", Journal of Supercomputing, Vol. 53, No. 1, pp. 1-4, 2010.

  27. H. Beigyand M. R. Meybodi, "Cellular Learning Automata With Multiple Learning Automata in Each Cell and Its Applications", IEEE Transactions on Systems Man and Cybernetics Part B-Cybernetics, Vol. 40, No. 1, pp. 54-65, Jan. 2010.

  28. H. Beigy and M. R. Meybodi, "Adaptive Limited Fractional Guard Channel Algorithms: A Learning Automata Approach", International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (IJUFKS), Volume 17, No. 6, pp. 881-913, Dec. 2009.

  29. S. Mousavi and H. Beigy, "Design of Local Rule for Cellular Automata Using Evolutionary Algorithms", CSI Journal of Computer Science and Engineering, Vol. 7, No. 1,3, pp. 57-67, Spring 2009 (In Persian).

  30. H. Beigy and M. R. Meybodi, "Cellular Learning Automata Based Dynamic Channel Assignment Algorithms ", International Journal on Computational Intelligence and Applications, Volume 8, No. 3, pp. 287-314, Sep. 2009.

  31. H. Beigy and M. R. Meybodi, "A Learning Automata Based Algorithm for Determination of Number of Hidden Units for Three Layers Neural Network", International Journal of Systems Science,Vol. 40, No. 1, pp.101-118, Jan. 2009.

  32. M. Bagherian,H. Beigy, and Z. Baharvand Irannia, "Robust DNA Micro-array Classification Using a Novel Ensemble Model", Journal of Science, University of Tehran, Vol. 34, No. 3, pp. 21-30, Autumn 2008 (In Persian).

  33. H. Beigy and M. R. Meybodi, "Asynchronous Cellular Learning Automata", Auomatica, Vol. 44, No. 4, pp. 1350-1357, May 2008.

  34. H. Beigy and M. R. Meybodi, "Open Synchronous Cellular Learning Automata", Advances in Complex Systems, Volume 10, No. 4, pp. 527-556, Dec. 2007.

  35. H. Beigy and M. R. Meybodi, "Utilizing Distributed Learning Automata to Solve Stochastic Shortest Path Problems", International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, Volume 14, No. 5, pp. 591-615, October 2006.

  36. H. Beigy and M. R. Meybodi, "A New Continuous Action-set Learning Automata for Function Optimization", Journal of the Franklin Institute, Volume 343, No. 1, pp. 27-47, January 2006.

  37. H. Beigy and M. R. Meybodi, "A General Call AdmissionPolicy for Next Generation Wireless Networks", Journal of Computer Communications, Volume 28, No. 16, pp. 1798-1813, October 2005.

  38. H. Beigy and M. R. Meybodi, "An Adaptive Call Admission Algorithm for Cellular Networks", Journal of Computer and Electrical Engineering, Elsevier Publishing Company, Volume 31, No. 2, pp. 132-151, March 2005.

  39. H. Beigy and M. R. Meybodi, "A Two-Threshold Guard Channel Scheme for Minimizing Blocking Probability in Communication Networks", International Journal of Engineering, Transactions B: Applications, Vol. 17, No. 3, pp. 247-264, Oct. 2004.

  40. H. Beigy and M. R. Meybodi, “A Mathematical Framework for Cellular Learning Automata,” Advances in Complex Systems, Vol. 7, No. 3-4, pp. 295-320, September/December 2004.

  41. H. Beigy and M. R. Meybodi, “A new fractional channel policy,” Journal of High Speed Networks, vol. 13, no. 1, pp. 25-36, Spring 2004.

  42. H. Beigy and M. R. Meybodi,"Adaptive Uniform Fractional Guard Channel Algorithms", Iranian Journal of Electrical and Computer Engineering, Vol. 3, No. 1, pp. 47-53, Winter/Spring 2004.

  43. H. Beigy and M. R. Meybodi, "User Based Call Admission Control Policies for Cellular Mobile Systems : A Survey" , The CSI Journal on Computer Science and Engineering, Vol. 1, No. 2(b), pp. 27-40, Summer 2003.

  44. M. R. Meybodi and H. Beigy and Taherkhani, M., "Cellular Learning Automata and Its Applications", Journal of Science and Technology, University of Sharif, No. 25, pp.54-77, Autumn/Winter 2003-2004 (In Persian).

  45. H. Beigy and M. R. Meybodi, "Complete Binary Search Mesh: A Concurrent Data Structure for Parallel Computers with Distributed Memory", The CSI Journal on Computer & Engineering, Vol. 1, No. 1(a), pp. 11-28, Spring 2003 (In Persian).

  46. E. Rahimi, E., M. R. Meybodi and H. Beigy, "Load Balancing in Mobile Cellular Systems Using Probabilistic Cellular Automata", Journal of Daneshvar, University of Shahed, Vol. 10, No. 43, pp. 33-44, 2003 (In Persian).

  47. M. R. Meybodi and H. Beigy, "A Note on Learning Automata Based Schemes for Adaptation of BP Parameters", Journal of Neurocomputing, Vol. 48, No. 4, pp. 957-974, October 2002.

  48. M. R. Meybodi, H. Beigy and Menhaj, M. B., "Utilization of Fixed Structure Learning Automata for Adaptation of Learning Rate in Backpropagation Algorithm", Pakistan Journal of Applied Sciences, Vol. 2, No. 4, pp. 437-443, April 2002.

  49. M. R. Meybodi and H. Beigy. "New Learning Automata Based Algorithms for Adaptation of Backpropagation Algorithm Parameters", International Journal of Neural Systems, Vol. 12, No. 1, pp. 45-68, February 2002.

  50. H. Beigy and M. R. Meybodi. "Backpropagation Algorithm Adaptation Parameters using Learning Automata", International Journal of Neural Systems, Vol. 11, No. 3, pp. 219-228, June 2001.

  51. M. R. Meybodi and H. Beigy, "New Algorithms for Adaptation of Backpropagation Algorithm Parameters", Iranian Journal of Science & Technology, Transaction B, vol.25, No. B3, pp.515-532, 2001.

  52. H. Beigy, and M. R. Meybodi., "Adaptation of Momentum Factor and Steepness Parameter in Backpropagation Using Fixed Structure Learning Automata," International Journal of Science and Technology (Iranica Saientia), Vol. 8, No. 4, pp. 250-264, Fall 2001.

  53. M. R. Meybodi and H. Beigy. "Neural Network Engineering Using Learning Automata: Determining of Desired Size of Three Layer Feedforward Neural Networks". Journal of Faculty of Engineering, 34(4):1-26, March 2001(In Persian).

    1. Seyyed H. Hashemi, M. Neshati, and H. Beigy, "Expertise Retrieval in Bibliographic Network: A Topic Dominance Learning Approach", Accepted for Persentation in the 22nd ACM International Conference on Information and Knowledge Management (CIKM), Burlingame, CA, USA. Oct 27 - Nov 1, 2013

    2. M. Neshati, E. Asgari, D. Hiemstra, and H. Beigy, "A Joint Classification Method to Integrate Scientific and Social Networks", Lecture Notes in Computer Science, Vol. 7814 (35th European Conference on IR Research (ECIR 2013), Moscow, Russia, March 24-27), pp. 122-133, 2013.

    3. F. Khani, M. J. Hosseini, A. A. Abin, H. Beigy, "An algorithm for discovering clusters of different densities or shapes in noisy data sets", In Proc. of the 28th Annual ACM Symposium on Applied Computing (SAC '13), pp. 144-149, Coimbra, Portugal, March 18-22, 2013.

    4. A. Gholipour, M. J. Hosseini, and H. Beigy, "An adaptive regression tree for non-stationary data streams", In Proc. of the 28th Annual ACM Symposium on Applied Computing (SAC '13), pp. 815-817, Coimbra, Portugal, March 18-22, 2013.

    5. M. Neshati, H. Beigy, and D. Hiemstra, "Multi-aspect group formation using facility location analysis", In Proc of the 7th Australasian Document Computing Symposium(ADCS '12), pp. 62-71, Dunedin, New Zealand, December 5-6, 2012.

    6. M. J. Hosseini, Z. Ahmadi, and H. Beigy, "New Management Operations on Classifiers Pool to Track Recurring Concepts", In Proc. of the 14th International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2012), pp. 327-339, Vienna, Austria, September 3-6, 2012.

    7. A. A. Abin and H. Beigy, "Clustering at Presence of Side Information via Weighted Constraints Ratio Gap Maximization", In Proc. Of The First International Workshop on Multi-view data, High Dimensionality, and External Knowledge: Striving for a Unified Approach to Clustering (3Clust’12), pp. 27-38, Kuala Lumpur, Malaysia, May 29, 2012.

    8. Z. Ahmadi and H. Beigy, "Semi-supervised Ensemble Learning of Data Streams in the Presence of Concept Drift", Lecture Notes in Computer Science (7th International Conference on Hybrid Artificial Intelligent Systems (HAIS 2012), alamanca, Spain, March 28-30), Vol. 7209 , pp. 526-537, 2012.

    9. A. A. Abin, F. Mahdisoltani, and H. Beigy, "A New Image Segmentation Algorithm: A Community Detection Approach", In Proc. of the fifth Indian International Conference on Artificial Intelligence (IICAI-11), pp. 1047-1059, Tumkur, India, Dec. 14-16, 2011.

    10. M. Davoodabadi and H. Beigy, "A new method for discovering subgoals and constructing options in reinforcement learning ", In Proc. of the fifth Indian International Conference on Artificial Intelligence (IICAI-11), pp. 441-450, Tumkur, India, Dec. 14-16, 2011.

    11. Parinaz Sobhani, and Hamid Beigy: New Drift Detection Method for Data Streams. Lecture Notes in Computer Science (Adaptive and Intelligent Systems), 2011, Vol. 6943, 88-97.

    12. Parinaz Sobhani and Hamid Beigy, "New New Ensemble Method for Classification of Data Streams", In Proc. Of International Conference on Computer and Knowledge Engineering, Oct 13-14, 2011.

    13. Mohammad Javad Hosseini, Zahra Ahmadi, Hamid Beigy: Pool and Accuracy Based Stream Classification: A New Ensemble Algorithm on Data Stream Classification Using Recurring Concepts Detection. In Proc. of the 2nd International Workshop on Handling Concept Drift in Adaptive Information Systems, Vancouver, Canada , pp. 588-595, Dec. 10-14, 2011.

    14. E. Ghanbari and H. Beigy, "An Incremental Spam Detection Algorithm", In Proc. of CSI 2011 International Symposiums on Artificial Intelligence and Signal Processing(AISP), pp. 31-36, Tehran, Iran, June 2011.

    15. A. Mazloomian and H. Beigy, "Inferring Signaling Pathways from RNAi Data using Machine Learning Approaches ", In Proc. of the 3rd International Conference on Machine Learning and Computing (ICMLC 2011), Singapore, Vol. 3, pp. 354-359, Feb. 26-28, 2011.

    16. H. Tajari and H. Beigy, "Cancer Classification using Iterative Transductive Support Vector Machine", In Proc. of the 3rd International Conference on Machine Learning and Computing (ICMLC 2011),Singapore, Vol. 3, pp. 348-353, Feb. 26-28, 2011.

    17. S. Samadi and H. Beigy, "An Adaptive Multipath Ant Routing Algorithm for Mobile Ad Hoc Networks", In Proc. of the International Conference on Electrical Energy and Networks(ICEEN 2011), pp. 86-92, Jan. 7-11, 2011.

    18. B. Moradabadi and H. Beigy, "An Improved Basyes Optimization Algorithm for Continuous Environments using Clustering Techniques", In Proc. of the 16th National CSI Computer Conference (CSICC 2011), Tehran, Iran, pp. 497-501, Mar. 7-9, 2011 (In Persian).

    19. Z. Rahaie and H. Beigy, "Toward a Solution to Multi-Agent Credit Assignment Problem", In Proc. of the International Conference on Soft Computing and Pattern Recognition (SOCPAR-09), Malacca, Malaysia, pp. 563-568, Dec. 2009.

    20. Z. Rahaie and H. Beigy, "Addition of Learning to Critic Agent as a Solution to the Multi-Agent Credit Assignment Problem", In Proc. of the International Conference on Soft Computing, Computing with Words and Perceptions in System Analysis, Decision and Control(ICSCCW-09),Famagusta, Cyprus, pp. 1-4, Sep. 2009.

    21. M. Ahangarn and H. Beigy, "Cellular Learning Automata with External Input and its Applications in Pattern Recognition", In Proc. of the International Conference on Soft Computing, Computing with Words and Perceptions in System Analysis, Decision and Control(ICSCCW-09),Famagusta, Cyprus, pp. 1-4, Sep. 2009.

    22. S. J. Kazemitabar and H. Beigy, "Using Strongly Connected Components as a Basis for Autonomous Skill Acquisition in Reinforcement Learning", Lecture Notes in Computer Sciences, Vol. 5551, pp. 794-801, May. 2009.

    23. M. F. Saeedianand H. Beigy, "Dynamic Classifier Selection Using Clustering for Spam Detection", In Proc. of the IEEE Symposium on Computational Intelligence, Nashville, USA, pp. 84-88, May. 2009.

    24. Z. Firuziand H. Beigy, "A New Call Admission Control Scheme Based on New Call Bounding and Thinning Schemes II in Cellular Mobile Networks", In Proc. of the IEEE International Conference on Electro/Information Technology (EIT 2009), Ontario, Canada, pp.40-45, Jun. 2009.

    25. L. Mortazavifarand H. Beigy, "A New Fractional Call Admission Control Scheme in Integrated Cellular Mobile Networks", In Proc. of the IEEE International Conference on Electro/Information Technology (EIT 2009), Ontario, Canada, pp. 332-337, Jun. 2009.

    26. S. Rezgar Poorahmadiand H. Beigy, "Improving Handover Latency by Cross-Layer Direct Communication Model in IEEE 802.16e Broadband Wireless Access Networks", In Proc. of the International Conference on Computer and Network (ICCNT 2009), Chennai, India, pp. 133-137, Jul. 2009.

    27. M. F. Saeedianand H. Beigy, "Spam Detection Using Dynamic Weighted Voting Based on Clustering", In Proc. of the Second International Symposium on Intelligent Information Technology Application, Shanghai, China, pp. 122-126, Dec. 2008.

    28. S. Etemadi Tajbakhsh, A. Movaghar, and H. Beigy, "A Evolutionary Approach to Generalized Mirror Sites Problem", In Proc. of the International Conference on Bio-Inspired Computational Methods Used for difficult Problems Solving (BICS-2008), Petru Maior, Romania, pp. 50-58, Nov. 2008.

    29. S. J. Kazemitabar and H. Beigy, "Automatic Discovery of Subgoals in Reinforcement Learning Using Strongly Connected Components", Lecture Notes in Computer Sciences, Vol. 5506, pp. 827-832, 2009.

    30. A. H. Taherinia and H. Beigy, "Digital Image Watermarking Using Cellular Automata", In Proc. of the fifth Iranian Conference and Machine Vision, Tabriz, Iran, pp. 1-7, Nov. 2008 (In Persian).

    31. H. Sagha, S. Bagheri Shouraki, H. Beigy, H. Khasteh, and E. Enayati "Genetic Inc Drop Spread", In Proc. of the International Symposium on Intelligent Information Technology Application, Shanghai, China, pp. 603-607, Dec. 2008.

    32. S. S. Shahreza, H. Beigy, and M. H. S. Shehreza, "Knapsack Model for Pixel Based Skin Detection", In Proc. of the Fourth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, Harbin, China, pp. 581-584, Aug. 2008.

    33. M. Najafi and H. Beigy, "Using PCA to Improve Evolutionary Cellular Automata Algorithms", In Proc. of the 10th Conference on Genetic and Evolutionary Computation (GECCO 2008), Atlanta, USA, pp. 1129-1130, Jul. 2008.

    34. S. Momtazi, S. Kafi and H. Beigy, "Solving Stochastic Path Problem: Particle Swarm Optimization Approach", Lecture Notes in Artifitial Intelligence, Springer Verlag, Vol. 5027, pp. 590-600, Jul. 2008.

    35. M. Khatir, A. H. Jahangir, and H. Beigy, "Investigating the Baldwin Effect on Cartesian Genetic Programming Efficiency", In Proc. of the annual IEEE Congress on Evolutionary Computation (CEC 2008), Hong-Kong, China, pp. 2360-2364, Jun. 2008.

    36. A. A. Abin and H. Beigy, "Solving Nondeterministic problems Using DNA based Computing", In Proc. of the 16th Iranian Electrical Engineering Conference, Tehran, Iran, pp. 122-128, May 2008 (In Persian).

    37. A. A. Abin and H. Beigy, "An Adaptive Edge Detection Algorithm Based on Cellular Learning Automata", In Proc. of the 13th Annual International CSI Computer Conference of Iran (CSICC'2008), Kish, Iran, 2008 (In Persian).

    38. H. Sajedi, H. Sameti, and H. Beigy, "MPSO : An Algorithm for Finding Global Optimum in Complex Problems ", In Proc. of the 13th Annual International CSI Computer Conference of Iran (CSICC'2008), Kish, Iran, 2008 (In Persian).

    39. J. Safaei and H. Beigy, "Quine-McCluskey Classification" ,In Proc. of the IEEE/ACS International Conference on Computer Systems and Applications, AICCSA ‘2007, pp. 404-411, May 13-16, 2007.

    40. F. Mirzazadeh, B. Behsaz, and H. Beigy, "A New Learning Algorithm for the MAXQ Hierarchical Reinforcement Learning Method" ,In Proc. of the International Conference on Information and Communication Technology(ICIT 2007), Dhaka, Bangladesh, pp. 105-108, March 7-9, 2007.

    41. A. Sadegi Naini and H. Beigy, "ELearn++: A Novel Incremental Learning Algorithm for MLP Neural Networks", In Proc. of 12th Annual International CSI Computer Conference of Iran (CSICC'2007), Tehran, Iran, pp. 597-604, Feb. 20-22, 2007 (In Persian).

    42. H. Sajedi, H. Sameti, H. Beigy, and B. Babaali, "Discriminative Training of Hidden Markov Model Using PSO Algorithm", In Proc. of 12th Annual International CSI Computer Conference of Iran (CSICC'2007), Tehran, Iran, pp. 295-302, Feb. 20-22, 2007 (In Persian).

    43. K. Sheykh Esmaili, H. Beigy, and M. Hosseini, "Finding the Shortest Path in Stochastic Graphs Using Learning Automata", In Proc. of 12th Annual International CSI Computer Conference of Iran (CSICC'2007), Tehran, Iran, pp. 1203-1210, Feb. 20-22, 2007 (In Persian).

    44. A. Ghandehari and H. Beigy, "An Algorithm for Email Categorization and Management", In Proc. of 12th Annual International CSI Computer Conference of Iran (CSICC'2007), Tehran, Iran, pp. 2218-2222, Feb. 20-22, 2007 (In Persian).

    45. A. Shahroudy and H. Beigy, "Solving Stochastic Shortest Path Problem Using a Genetic Algorithm", In Proc. of 12th Annual International CSI Computer Conference of Iran (CSICC'2007), Tehran, Iran, pp. 2228-2223, Feb. 20-22, 2007 (In Persian).

    46. H. Sajedi, H. Sameti, and H. Beigy, "Reducing Classification Error in Speech Recognition using Genetic Algorithm for HMM Training Process, The 2th Conference on Information and Communication Technology Management (ICTM 2006), Tehran, Iran, [Full papers on CD ROM] Feb. 20-21, 2006 (In Persian).

    47. B. Babaali, M. Bahrani, H. Beigy, H. Sameti, "Isolated Digit Recognition using Support Vector Machine"", The 7th Conference on Intelligent Systems (CIS2005), Tehran, Iran, [Full papers on CD ROM] Dec. 20-22, 2005 (In Persian).

    48. R. Iraji, M. T. Manzuri-Shalmani, A. H. Jamalian, and H. Beigy, "IJA Automaton : Expediency and e-optimality Properties", In Proc. of the 5th IEEE International Conference on Cognitive Informatics, Beijing, China, pp. 617-622, July 17-19, 2006.

    49. J. Safaei and H. Beigy, "Boolean Function Minimization: The Information Theoretic Approach" ,In Proc. of the 15th International Workshop of Logic and Synthesis (IWLS06), Colorado, USA, pp. 37-41, June 7-9, 2006.

    50. H. Beigy and M. R. Meybodi, "Asymptotic Behavior of Learning Automata Operating in State Dependent Nonstationary Environments", In Proc. of the 10th Annual CSI Computer Conference of Iran, Telecommunication Research Center, Tehran, Iran, pp. 265-270, Feb. 2005.

    51. H. Beigy and M. R. Meybodi., "Asynchronous Cellular Learning Automata" ,In Proc. of 10th Annual CSI Computer Conference of Iran, Tehran, Iran, pp. 271-280, Feb. 2005.

    52. H. Beigy and M. R. Meybodi, "A Mathematical Framework for Cellular Learning Automata" In Proc. of 9th Annual International CSI Computer Conference, Tehran, Iran, pp.151-159 , Feb. 2004.

    53. A. Baradaranhashemi, H. Beigy and M. R. Meybodi, "Two Threshold Call Access Control in Cellular Mobile Networks", In Proc. of 12th Iranian Electrical Engineering Conference, Mashhad , Iran, pp.37-42, May 11-13, 2004.

    54. A. Baradaranhashemi, H. Beigy and M. R. Meybodi, "Dynamic Channel Assignment in Cellular Mobile Networks Using Learning Automata", In Proc. of 12th Iranian Electrical Engineering Conference, Mashhad , Iran, pp.306-311, May 11-13, 2004.

    55. H. Beigy and M. R. Meybodi,"A Dynamic Channel Assignment Algorithm: A Cellular Learning Automata Approach", In Proc. of the 2nd Workshop on Information Technology & It's Disciplines (WITID 2004), Kish Island, Iran, pp. 218-231, February 24-26, 2004.

    56. H. Beigy and M. R. Meybodi, "A New Dynamic Channel Assignment Algorithm: A Cellular Learning Automata Approach", In Proc. of the 8th world Multi-conference on Systemics, Cybernetics and Informatics(SCI2004), Orlando, Florida, USA. pp. 120-126, July 18-21, 2004.

    57. H. Beigy and M. R. Meybodi, "Open Synchronous Cellular Learning Automata", In Proc. of the 8th world Multi-conference on Systemics, Cybernetics and Informatics(SCI2004), Orlando, Florida, USA. pp. 9-15, July 18-21, 2004.

    58. A. Baradaranhashemi, H. Beigy and M. R. Meybodi, "Dynamic Call Access Control for Cellular Mobile Networks" In Proc. of 9th Annual International CSI Computer Conference, Tehran, Iran, pp. 440-446, Feb. 2004. (In Persian).

    59. H. Beigy and M. R. Meybodi,"An Adaptive Algorithm Based on Learning Automata for Determination of the Number of Guard Channels", In Proc. of the ninth International Symposium on Wireless Systems and Networks (ISWSN'03), Dhahran, Soudi Arabia, March 24-26, 2004.

    60. H. Beigy and M. R. Meybodi,"Adaptive Uniform Fractional Guard Channel Algorithm: The Steady State Analysis", In Proc. of the ninth International Symposium on Wireless Systems and Networks (ISWSN'03), Dhahran, Soudi Arabia, March 24-26, 2004.

    61. M. R. Meybodi, E. Rahimi, and H. Beigy, "A Distributed Load Balancing Algorithm for Cellular Mobile Systems" , In Proc. of 8th Annual CSI Computer Conference, Computer Engineering Department, University of Mashhad, Mashhad, Iran, pp. 437-445, Feb. 20-22, 2003. (In Persian).

    62. H. Beigy and M. R. Meybodi, "An Optimal Prioritized Channel Assignment Scheme for Using in Mobile Transaction Environment", In Proc. of 8th Annual International CSI Computer Conference, Computer Engineering Department, Mashhad, Iran, pp. 68-74, Feb. 20-22, 2003.

    63. H. Beigy and M. R. Meybodi, "An Optimal Channel Assignment Scheme", In Proc. of Eleventh Iranian Electrical Engineering Conference, Shiraz, Iran, pp.634-641, May 6-8, 2003.

    64. E. Rahimi, M. R. Meybodi, and H. Beigy, "Load Balancing in Mobile Cellular Systems Using Probabilistic Cellular Automata", In Proc. of the Eleventh Electrical Engineering Conference, pp. 404-412, Shiraz, May 6-8, 2003 (In Persian).

    65. H. Beigy and M. R. Meybodi, "A New Continuous Action Set Learning Automaton for Function Optimization", Lecture Notes in computer Science, Springer Verlag, LNCS 2869/2003, Berlin, Heidelberg, Germany, pp. 960-967, 2003.

    66. H. Beigy and M. R. Meybodi, "Multi-threshold Guard Channel Policy for Next Generation Wireless Networks", Lecture Notes in computer Science, Springer Verlag, LNCS 2869, Berlin, Heidelberg, Germany, pp. 775-762, 2003.

    67. H. Beigy and M. R. Meybodi, "A New Continuous Action Learning Automata Based Limited Fractional Guard Channel Policy", In Proc. of International Symposium on Telecommunication (IST2003), Isfahan, Iran, pp. 672-677, August 16-18, 2003.

    68. H. Beigy and M. R. Meybodi, "A General Call Admission Policy for Next Generation Wireless Networks", In Proc. of International Symposium on Telecommunication (IST2003), Isfahan, Iran, pp. 732-736, August 16-18, 2003.

    69. H. Beigy and M. R. Meybodi, "An Adaptive Uniform Guard Channel Algorithm: A learning Automata Approach", Lecture Notes in Intelligent Data Engineering and Automated Learning, Springer Verlag, LNCS 2690, Berlin, Heidelberg, Germany, pp. 405-409, 2003.

    70. H. Beigy and M. R. Meybodi, "A Self-Organizing Channel Assignment Algorithm: A Cellular Learning Automata Approach", Lecture Notes in Intelligent Data Engineering and Automated Learning, Springer Verlag, LNCS 2690, Berlin, Heidelberg, Germany, pp. 119-126, 2003.

    71. M. R. Meybodi and H. Beigy, "Solving Stochastic Shortest Path Problem Using Monte Carlo Sampling Method: A Distributed Learning Automata Approach", In Proc. of the sixth International Conference on Neural Networks and Soft Computing, Zakopane, Poland, pp. 626-632, June 14-18, 2003.

    72. H. Beigy and M. R. Meybodi, "A Learning Automata Based Method for Determination of Neural Network Architecture", In Proc. of the 9th International Conference on Neural Information Processing, Singapore, Nov. 18-22, 2002.

    73. H. Beigy and M. R. Meybodi, "Call Admission Control in Cellular Mobile Networks: A Learning Automata Approach", Lecture Notes on Information and Communication Technology, LNCS 2510, Springer Verlag, pp. 450-457, Oct.. 29-31, 2002.

    74. H. Beigy and M. R. Meybodi, "A Learning Automata Based Dynamic Guard Channel Scheme", Lecture Notes on Information and Communication Technology, Vol. 2510 Springer Verlag, pp. 643-650, Oct. 29-31, 2002.

    75. H. Beigy and M. R. Meybodi, "Limited Fractional Guard Channel Scheme Using Learning Automata", In Proc. of the First International EuroAsian Conference on Information and Communication Technology (EuroAsia ICT 2002), Shiraz, Iran, pp. 343-347, Oct. 29-31, 2002.

    76. H. Beigy and M. R. Meybodi, "An Adaptive Limited Fractional Guard Channel Policy Using Continuous Action Learning Automata", In Proc. of the 10th International Conference on Software, Telecommunications and Computer Networks, SoftCOM 2002, Croatia, Italy, pp. 536-540, Oct. 8-11, 2002.

    77. M. R. Meybodi and H. Beigy, "A Sampling Method Based on Distributed Learning Automata for Stochastic Shortest Path Problem", In Proc. of the Tenth Iranian Conference on Electrical Engineering (ICEE-02), Tabriz, Iran, Vol. 1, pp. 618-626, May 2002.

    78. H. Beigy and M. R. Meybodi, "A Learning Automata Based Graph Isomorphism Algorithm", In Proc. of the Sixth International Joint Conference on Information Science, Durham, USA, pp. 344-348, March 8-13, 2002.

    79. H. Beigy and M. R. Meybodi, "A New Distributed Learning Automata Based Algorithm For Solving Stochastic Shortest Path Problem", In Proc. of the Sixth International Joint Conference on Information Science, Durham, USA, pp. 339-343, March 8-13, 2002.

    80. H. Beigy and M. R. Meybodi, "A New Distributed Learning Automata Based Algorithm For Solving Stochastic Shortest Path Problem", In Proc. of the 7th Annual International CSI Computer Conference, CSICC2002, Tehran, Iran, pp. 58-65, Feb. 26- 28 , 2002.

    81. H. Beigy and M. R. Meybodi,"Dynamic Guard Channel Scheme Using Learning Automata ", In Proc. of the Sixth World Multiconference on Systems, Cybernetics and Informatics, Orlando, USA, pp. 192-197, July 14-18, 2002.

    82. H. Beigy and M. R. Meybodi,"Uniform Fractional Guard Channel", In Proc. of the Sixth World Multiconference on Systems, Cybernetics and Informatics, Orlando, USA, pp. 89-94, July 14-18, 2002.

    83. H. Beigy and M. R. Meybodi, "More Experiments on Learning Automata Based Methods for Adaptation of BP Parameters", In Proc. of the 2001 UK Workshop on Computational Intelligence, Edinburgh, UK, Sep. 10-12, 2001.

    84. H. Beigy, M. R. Meybodi and Menhaj, M. B., "Utilization of Fixed Structure Learning Automata for Adaptation of Learning Rate in Backpropagation Algorithm", In Proc. of International Symp. on Information Science Innovations in Engineering & Natural and Artificial Intelligent Systems (ENAIS"2001), Dubai, UAE., pp. 661-667. March 17-21, 2001.

    85. H. Beigy and M. R. Meybodi, "Experimentation on Learning Automata Based Methods for Adaptation of BP Parameters", In Proc. of Ninth Iranian Conference on Electrical Engineering (ICEE-2001), Tehran, Iran, Vol. 4, pp. 1-9. May 8-10, 2001.

    86. M. R. Meybodi and H. Beigy, "A Note on Learning Automata Based Schemes for Adaptation of BP Parameters", In Proc. of the Sixth Annual International CSI Computer Conference, CSICC2001, Isfahan, Iran, pp. 13-20, Feb. 20- 22 , 2001.

    87. M. R. Meybodi and H. Beigy, "Solving Stochastic Path Problem Using Distributed Learning Automata", In Proc. of the Sixth Annual International CSI Computer Conference, CSICC2001, Isfahan, Iran, pp. 70-86, Feb. 20- 22 , 2001.

    88. M. R. Meybodi, H. Beigy and M. Taherkhani, "Cellular Learning Automata", In Proc. of 6th Annual CSI Computer Conference, Isfahan, Iran, pp. 153-163, 20-22, Feb.20-22, 2001.

    89. M. R. Meybodi and H. Beigy, "A Note on Learning Automata Based Schemes for Adaptation of BP Parameters", Lecture Notes in Computer Science, Vol. 1983, Springer Verlag, pp. 145-151, Dec. 2000.

    90. H. Beigy and M. R. Meybodi, "Adaptation of Parameters of BP Algorithm Using Learning Automata", In Proc. of the VI Brazilian Symposium on Neural Networks (SBRN'2000), Brazil, pp. 24-31, Nov. 2000.

    91. M. R. Meybodi, H. Beigy and M. Taherkhani, "Application of Cellular Learning Automata to Image Processing", In Proc. of First Conference in Mathematics and Communication, Telecommunication Research Center, Tehran, Iran, 20 Oct. 2000.

    92. H. Beigy and Meybodi, M. R, "Solving Graph Isomorphism Problem Using Learning Automata", In Proc. of the Fifth Annual International CSI Computer Conference, Tehran, Iran, pp. 402-415, March 7-9, 2000 (In Persian).

    93. M. R. Meybodi and H. Beigy, "Neural Network Engineering Using Learning Automata: Determination of Desired Size for Three Layer Feed forward Networks", In Proc. of the Fifth Annual International CSI Computer Conference, pp. 431-450, March 7-9, 2000, Tehran, Iran (In Persian).

    94. M. R. Meybodi and H. Beigy. "New Learning Automata Based Algorithms for Adaptation of Backpropagation Algorithm Parameters", In Proc. of 7th Iranian Conference on Electrical Engineering (ICEE-99), Tehran, Iran, Vol. 1, pp. 1-15, 1999.

    95. H. Beigy and M. R. Meybodi,"Randomized Las Vegas Algorithm for Graph Isomorphism",In Proc. of 7th Iranian Conference on Electrical Engineering (ICEE-99), Tehran, Iran, Vol. 1, pp. 1-7, 1999 (In Persian).

    96. H. Beigy and M. R. Meybodi, "Optimizing the Structure of Neural Networks Using Learning Automata", In Proc. of the forth Annual International CSI Computer Conference, , Tehran, Iran, pp. 417-428, Jan 24-26. 1999 (In Persian).

    97. M. R. Meybodi and H. Beigy, "Adaptation of Momentum Factor and Steepness Parameter in Backpropagation Using Fixed Structure Learning Automata", In Proc. of h Annual International Computer Society of Iran Computer Conference, CSICC-98, Tehran, Iran, pp. 117-124, Jan 24-26. 1999.

    98. M. R. Meybodi and H. Beigy, "Complete Binary Search Mesh: A Concurrent Data Structure for Distributed Memory Parallel Computers", In Proc. of 5th Annual International Computer Society of Iran Computer Conference, CSICC-98, Tehran, Iran, pp. 247-263, Jan 24-26. 1999 (In Persian).

    99. M. R. Meybodi and H. Beigy, "New Learning Automata Based Algorithms for Adaptation of Backpropagation Algorithm Parameters", In Proc. of 6th European Conference on Intelligent Techniques and Soft Computing, EUFIT-98, Achen, Germany, Vol. 3, pp. 339-343, Sep. 7-10, 1998.

    100. H. Beigy, M. R. Meybodi, and M. B. Menhaj, "Adaptation of Learning Rate in Backpropagation Using Fixed Structure Learning Automata", In Proc. of the 6th Iranian Conference on Electrical Engineering, ICEE-98, Tehran, Iran, Vol. 3, pp. 117-123, May 12-14, 1998.

    101. M. R. Meybodi and H. Beigy, "A Fast Method for Determining the Number of Hidden Units in Feedforward Neural Networks", In Proc. of 3th Annual Iran Computer Society of Iran Computer Conference CSICC-1997, Iran, pp. 414-420, Dec. 1997 (In Persian).

    102. H. Beigy and A. M. Eydgahi, "Adaptive Networks Based on Fuzzy Logic and Elastic Fuzzy Logic", In Proc. of 3th Iranian Conference on Electrical Engineering, ICEE-96, Tehran, Iran, pp. 371-379, 1996.

    103. H. Beigy, A. M. Eydgahi, and S. D. Katebi, "Elastic Fuzzy Logic for Self-Learning Control Systems", In Proc. of IEEE International Conference on Neural Networks, ICNN-95, pp. 622-626, Pert, Western Australia, Australia, 1995.

    104. H. Beigy and A. M. Eydgahi, "An Adaptive Fuzzy Model Reference Control for Robot Manipulators", In Proc. of International Conference on Automation, Indore, India, pp. 59-62, 1995.

    105. H. Beigy and A. M. Eydgahi, "Fuzzy Modeling of Two-Dimensional Linear Systems", In Proc. of Second International Symposium on Methods and Models in Automation and robotics, Miedzyzdroje, Poland, pp. 371-379, 1995.

    106. H. Beigy, A. M. Eydgahi, and S. D. Katebi, "An Object-Oriented Framework in C++ for Implementation of Fuzzy Logic Controllers", In Proc. of Second International Conference on Applications of Fuzzy Systems, ICAFS-94, Tabriz, Iran, pp. 323-327, October 1994.


    1. H. Beigy and A. M. Eydgahi, "Neuro-Fuzzy Networks with Hybrid Learning", In Applications of Artificial Intelligence in Engineering, Editors; R. A. Adey, G. Rzevski, and R. Teti, Computational Mechanics Publications, Southampton, UK, pp. 186-201, July 1997.

    2. H. Beigy and M. R. Meybodi, "User Based Call Admission Control Algorithms for Cellular Mobile Systems", in Quality of Service chitectures for Wireless Networks: Performance Metrics and Management, Edited by S. Adibi, R. Jain, S. Parekh, and M. Tofighbakhsh, IGI-Global press, pp. 151-182, 2010.