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Postal Address:

Computer Engineering School

Iran University of Science

and Technology
University Road, Hengam Street

, Resalat Square, Narmak, Tehran, Iran,
Zip Code: 16846-13114
Tel: +98 (21) 73225300 

       +98 (21) 77225301

Fax: +98 (21) 73225322



:: Dr. Behrouz Minaei ::
 Dr. Behrooz Minaei


   Associate Professor

   E-mail: b_minaei-at-iust.ac.ir

   Office: +98-21-73913330

   Personal webpage

   Data Mining research lab

  Research Interests: Data Mining, Text Mining, Natural Language Processing, Soft Computing


    Ph.D.: Computer Science and Engineering

             Michigan  State  University

             Dissertation: “Data Mining for Web-based Educational Systems

             Advisor: Dr. William F. Punch

    M.Sc.: Computer Engineering (Software)

             Iran  University of Science and Technology

             Thesis: “Expert Database for Rijal Science”

             Advisor: Prof. Mohsen Sharifi

    B.Sc.: Mathematics for Computer Science

             Qom  University


 • Publications (ISI-indexed Journals)

      For a detailed list of publications, please view my profile in DBLP or Google Scholar.

  1. Qodmanan, H.R., Nasiri, M., Minaei-Bidgoli, B., “A Multi Objective Association Rule Mining with Genetic Algorithm without Specifying Minimum Support and Minimum Confidence”, Elsevier Expert Systems with Applications(ESWA),Vol. 38, Issue 1, January 2011, pp. 288-298,ISSN: 0957-4174  (ISI Indexed, Impact Factor 1.965)
  2. Minaei-Bidgoli, B., Barmaki, R., Nasiri, M., “Numerical Association Rule Mining Using Multi-Objective Genetic Algorithms”, Elsevier Jounal of Information Sciences, Vol 233, Issue 1, June 2013, pp 15-24, doi: 10.1016/j.ins.2013.01.028, ISSN: 0020-0255 (ISI Indexed,  Impact Factor: 3.893)
  3. Minaei-Bidgoli, B., Parvin, H., Alinejad-Rokny, H., Alizadeh H., Punch W.F., “Effects of Resampling Method and Adaptation on Clustering Ensemble Efficacy”,  Artificial Intelligence  Review: An International Science and Engineering Journal, AIR, January 2014, Volume 41, Issue 1, pp 27-48, published online on Dec 27, 2011, doi: 10.1007/s10462-011-9295-x, Springer Science, ISSN: 0269-2821 (print version), ISSN: 1573-7462 (electronic version) (ISI Indexed, Impact Factor 1.565)
  4. Asadollahpour-chamazi, M., Minaei-Bidgoli, B., Nasiri, M., “Deriving support threshold values and membership functions using the multiple-level cluster-based master-slave IFG approach”, Journal of Soft Computing, Springer, Vol. 17, No. 7, pp. 1227-1239, June 2013, doi: 10.1007/s00500-012-0973-7, ISSN(Print):1432-7643, ISSN(Online):1433-7479  (ISI Indexed, Impact Factor 1.88)
  5. Parvin H., Minaei-Bidgoli, B., “A Clustering Ensemble Framework based on Elite Selection of Weighted Clusters”, Advances in Data Analysis and Classification (ADAC); Vol 7. No 2, pp. 181-208, June 2013, Print ISSN: 1862-5347; Online ISSN: 1862-5355, doi:10.1007/s11634-013-0130-x, (ISI Indexed,  Impact Factor: 0.562)
  6. Parvin H., Minaei-Bidgoli, B., Alinejad-Rokni, H., Punch, W.F., “Data Weighing Mechanisms for Clustering Ensembles”, Computer and Electrical Engineering (CEE); Vol 39, pp. 1433-1450(2013), ISSN: 0045-7906, http://dx.doi.org/10.1016/j.compeleceng.2013.02.004, published by Elsevier (ISI Indexed,  Impact Factor: 0.992)
  7. Kashefi, O., Sharifi, M., Minaei-Bidgoli, B., “A Novel String Distance Metric for Ranking Persian Respelling Suggestions”, Natural Language Engineering (NLE), Issue 2, Vol. 19, pp 259–284, April 2013, Printed in the United Kingdom, Cambridge University Press, doi:10.1017/S1351324912000186, Published online: 24 July 2012, ISSN: 1351-3249, (ISI Indexed, Impact Factor at 0.432)
  8. Alizadeh, H., Minaei-Bidgoli, B., Parvin H., “Optimizing Fuzzy Cluster Ensemble in String Representation”, International Journal of Pattern Recognition and Artificial Intelligence, IJPRAI, ISSN(Print): h, ISSN(Online): 1793-6381, Vol. 27, No. 2 (2013) 1350005 (22 pages), World Scientific Publishing Company, doi: 10.1142/S0218001413500055, (ISI Indexed, Impact Factor 0.624)
  9. Parvin H., Minaei-Bidgoli, B., “A Clustering Ensemble Framework Based on Selection of Fuzzy Weighted Clusters in a Locally Adaptive Clustering Algorithm”, Pattern Analysis and Applications (PAAA 364), ISSN: 1433-7541, Published online 22 Jan 2014,  DOI: 10.1007/s10044-013-0364-4(ISI Indexed, Impact Factor 0.814)
  10. Parvin H., Alinejad H., Minaei-Bidgoli, B., Parvin S., “A New Classifier Ensemble Methodology based on Subspace Learning”, Journal of Experimental & Theoretical Artificial Intelligence, JETAI, Vol 25, No 2, pp. 181-208, June 2013, ISSN: 0952-813X, (ISI Indexed, Impact Factor 0.527)
  11. Alizadeh, H., Minaei-Bidgoli, B., Parvin, H., “Cluster Ensemble Selection Based on a New Cluster Stability Measure”, Intelligent Data Analysis (IDA), IOS Press, Vol 18(3), pp. 389-408, 2014. ISSN: 1088-467X, (ISI Indexed, Impact Factor 0.5)
  12. Mousavi-Khaneghah, E., Mirtaheri, S.L., Sharifi,M., Minaei-Bidgoli, B., “Modeling and analysis of access transparency and scalability in P2P distributed systems”, International Journal of Communication Systems, ISSN (Print): 1074-5351, ISSN (Online): 1099-1131, Article published online: 21 Nov 2012, DOI: 10.1002/dac.2467, 2012 John Wiley & Sons, Ltd., (ISI Indexed, Impact Factor 1.106)
  13. Mirtaheri, S.L., Mousavi-Khaneghah, E., Sharifi, M., Minaei-Bidgoli, B., Raahemi, B., Norouzi-Arab, M. and Ardestani, A.S., “Four-Dimensional Model for Describing Status of Peers in Peer-to-Peer Distributed Systems”, Turkish Journal of Electrical Engineering & Computer Sciences, Vol 21, issue 6, pp. 1646-1664, ISSN(Print): 1300-0632, ISSN(Online): 1303-6203, doi:10.3906/elk-1108-27(ISI Indexed, Impact Factor 0.644)
  14. Alizadeh, H., Minaei-Bidgoli, B., Parvin, H., “To Improve the Quality of Cluster Ensembles by Selecting a Subset of Base Clusters”, Journal of Experimental & Theoretical Artificial Intelligence (JETAI), Vol. No., pp. 1-24, ISSN: 0952-813X (Print), 1362-3079 (Online), doi: 10.1080/0952813X.2013.813974, Taylor and Francis, published online on 23 July, 2013. (ISI Indexed,  Impact Factor: 0.527)
  15. Koozegar, E., Soryani, M., Minaei-Bidgoli, B., Domingues, I., “Assessment of a novel mass detection algorithm in mammograms”, Journal of CancerResearch and Therapeutics, Vol. 9, Issue 4, pp. 592-600, October-December 2013, ISSN: 0973-1482, DOI: 10.4103/0973-1482.126453 ,  (ISI Indexed, ImpactFactor 0.761)
  16. Alizadeh, H., Yousefnezhad, M., Minaei-Bidgoli, B., “Wisdom of Crowds Cluster Ensemble”, Intelligent Data Analysis (IDA), IOS Press, be appeared in Vol 19(3), 2015. ISSN: 1088-467X, (ISI Indexed, Impact Factor 0.5)
  17. Baradaran, R.,  Minaei-Bidgoli, B., “Event Extraction from Classical Arabic Texts”, International Arab Journal of Information Technology (IAJIT),  ISSN: 1683-3198, accepted on September 2013, published online first on October 2014, to be appeared on September 2015. Vol. 12, No. 5. (ISI Indexed, Impact Factor 0.39)
  18. Parvin, H., Minaei-Bidgoli, B., Alinejad-Rokny, H., and Ghatei, S., “An Innovative Combination f Particle Swarm Optimization, Learning Automaton and Great Deluge Algorithms for Dynamic Environments”, International Journal of the Physical Sciences (IJPS), 2011.Vol. 6(22), pp. 5121-5127, 2 October, 2011, ISSN: 1992-1950, (ISI Indexed, Impact Factor 0.54)
  19. Parvin, H., Helmi, H., Minaei-Bidgoli, B., Alinejad-Rokny, H., and Shirgahi, H., “Linkage learning based on differences in local optimums of building blocks with one optima”, International Journal of the Physical Sciences (IJPS), Vol. 6(14), pp. 3419–3425, 18 July, 2011, ISSN: 1992-1950, 2011 (ISI Indexed, Impact Factor 0.54)
  20. Akhondzadeh, E., Alizadeh, S., Ahmadvand, A.M.,Minaei-Bidgoli, B., “FTiS: A new model for effective urban management: A case study of urban systems in Iran”, Elsevier Cities, The International Journal of Urban Policy and Planning, JCIT1198, Vol. 31, pp. 394-403, 2013, ISSN: 0264-2751, DOI: 10.1016/j.cities.2012.12.004  (ISI Indexed, Impact Factor 1.143)
  21. Mousavi-Khaneghah, Mirtaheri, S.L. Minaei-Bidgoli, B., Sharifi, M., Mani-Yekta, M.R., Bornaee, Z., Ardestani, A.S., “Atlantis: Time Value Model in E-Commerce”, Journal of Applied Social Psychology, Vol 43, Issue 6, pp. 1211-1227, June 2013, ISSN: 0021-9029 (Print), ISSN: 1559-1816 (Online), doi: 10.1111/jasp.12084, (ISI Indexed, Impact Factor 0.834)
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