Hooman Tahayori

 

Dept. of Computer Science

Ryerson University

350 Victoria Street

Toronto , Ontario M5B 2K3

Canada

E-mail: htahayor �at- scs.ryerson.ca

��������� �hooman.tahayori -at- gmail.com

 

 

 

 

 

Research Interests

�         Granular Computing (GrC)

o  Development and revision of formal frameworks for GrC and their applications,

o  GrC in Context Awareness, Ambient Intelligence and network security

o  Driving Contextual Information from sensors,

o  Large dataset granulation

�         Higher Order Fuzzy Logic

o  Computing with Words

o  Modeling Human Perceptions

o  Applications of higher order fuzzy sets in Business and Management

o  Decision Making in presence of uncertainty

�         Intelligent Computing

�         Making Science accessible to disabled

 

Services

Societies

�         Vice chair of the IEEE Magnetics, Toronto Chapter

Journals

�         Managing Editor of the Journal of Information and Communication Technology

�         Member of the reviewer board� of the Artificial Intelligence Research

�         Member of the reviewer board of the Journal of Computer Science

 

Reviewer

�         IEEE Transactions on Fuzzy Systems

�         IEEE Access

�         Fuzzy Sets and Systems, Elsevier

�         International Journal of Fuzzy Systems

�         Artificial Intelligence Research� (member of reviewer board)

�         Journal of Computer Science (member of reviewer board)

�         Intelligent Information Management

�         Mathematical Problems in Engineering

�         Journal of Information and Communication Technology

 

Conference Organizer

�         Workshop Vice Chair of the 27th Annual Canadian Conference on Electrical and Computer Engineering (CCECE2014), May 5-8, 2014, Toronto, Ontario, Canada.

�         Local chair of 2013 Summer Simulation Multi-Conference (SummerSim'13), July 7 - 10, 2013, Toronto, Canada.

�         Focus Session Organizer, 2013 IFSA World Congress & NAFIPS Annual Meeting, June 24-28, 2013, Edmonton, Canada.

�         Local chair of 2010 North American Fuzzy Information Processing Society � NAFIPS, July 12-14, 2010, Toronto, Canada.

 

Member of Technical Program Committee:

�         North American Fuzzy Information Processing Society 2010 � NAFIPS 2010

�         International Conference on Autonomous and Intelligent Systems � AIS 2011

�         International Conference on Advances in Computing and Communications � ACC 2011

�         The Sixth International Conference on Complex, Intelligent, and Software Intensive Systems -CISIS2012

�         International Conference on Autonomous and Intelligent Systems � AIS 2012

�         15th Communications and Networking Simulation Symposium � CNS 2012

�         2012 IEEE World Congress on Computational Intelligence- International Joint Conference on Neural Networks - IEEE WCCI� IJCNN 2012.

�         Second International Symposium on Intelligent Informatics �ISI 2013

�         2013 IEEE Symposium Series on Computational Intelligence-IEEE SSCI 2013

�         16th Communications and Networking Symposium,� 2013 - CNS'13

�         5th� International Conference on Fuzzy Computation Theory and Applications � FCTA 2013

�         The 13th International Conference on Artificial Intelligence and Soft Computing ICAISC 2014

�         2014 International Joint Conference on Neural Networks IJCNN-WCCI 2014

�         2014 International conference on Electrical Engineering and Architectural Engineering-EEAE�

 

 

 

 

 

Publications

Journal Papers

�   M. Moharrer, Hooman Tayahori, L. Livi, A. Sadeghian, A. Rizzi, �Interval Type-2 Fuzzy Sets to Model Linguistic Label Perception in Online Satisfaction,� Soft Computing Journal, Springer, DOI:10.1007/s00500-014-1246-4.

�   L. Livi, Hooman Tahayori, A. Sadeghian, A. Rizzi, �Distinguishability of interval type-2 fuzzy sets data by analyzing upper and lower membership functions�, Applied Soft Computing, vol. 17, pp. 79�89, 2014.

�   Hooman Tahayori, A. Sadeghian, and W. Pedrycz, "Induction of Shadowed Sets Based on the Gradual Grade of Fuzziness," IEEE Transactions on Fuzzy Systems, vol. 21, no. 5, pp. 937-949, 2013.

�   Hooman Tahayori, A. Sadeghian, �Median interval approach to model words with interval type-2 fuzzy sets,�� Int. J. Advanced Intelligence Paradigms, Vol. 4, no. 3/4, pp.313-336, 2012.

�   A. Visconti, Hooman Tahayori, �Artificial Immune System Based on Interval Type-2 Fuzzy Set Paradigm�, Applied Soft Computing, vol. 11, no. 6, pp.4055�4063, 2011.

�   Hooman Tahayori, A.G.B. Tettamanzi, G. Degli Antoni, A. Visconti, M. Moharrer, �Concave Type-2 Fuzzy Sets: Properties and Operations�, Soft Computing Journal, vol. 14 no.7, pp.749-756, 2010.

�   Hooman Tahayori, A.G.B. Tettamanzi, G. Degli Antoni, A. Visconti, �On the Calculation of Extended Max and Min Operations between Convex Fuzzy Sets of the Real Line�, Fuzzy Sets and Systems, vol. 160, no. 21, pp. 3103�3114, 2009.

�   Hooman Tahayori, G. Degli Antoni, �Operations on Concavoconvex Type-2 Fuzzy Sets�,� Int. Journal of Fuzzy Systems, vol. 10, no. 4, pp. 276-286, 2008.

 

Books

�   Alireza Sadeghian, Jerry Mendel, Hooman Tahayori, Advances in Fuzzy Sets of Type-2: Theory and Applications, Studies in Fuzziness and Soft Computing, vol. 301, Springer, 2013, ISBN 978-1-4614-6665-9.

 

Book Chapters

�   Hooman Tahayori, A. Sadeghian, �Determining the Embedded Type-1 Fuzzy Sets of an Interval Type-2 Fuzzy Set based on the Shadowed Set of Fuzzy Similarity Vector�, To appear in A. Sadeghian and H. Tahayori (eds.), Frontiers of Higher Order Fuzzy Sets, Springer, 2014.

�   Hooman Tahayori, A. Sadeghian, �Shadowed Fuzzy Sets: A Framework with More Freedom Degrees than Interval Type-2 Fuzzy Sets for Handling Uncertainties and Lower Computational Complexity than General Type-2 Fuzzy Sets�, V.E. Balas et al. (Eds.): New Concepts and Applications in Soft Computing, SCI 417, pp. 97�117, 2013.

�   M. Moharrer, Hooman Tahayori, A. Sadeghian, �Modeling Complex Concepts with Type-2 Fuzzy Sets: The Case of User Satisfaction of Online Services�, A. Sadeghian et al. (eds.), Advances in Type-2 Fuzzy Sets and Systems, Studies in Fuzziness and Soft Computing 301,� pp. 133-145, 2013, Springer.

�   A. Visconti, Hooman Tahayori, �A Type-2 Fuzzy Set Recognition Algorithm for Artificial Immune Systems�, E. Corchado et al. Eds., LNCS 5271 (LNAI), Springer Berlin/Heidelberg , pp. 491-498, 2008.

�   A. Visconti, N. Fusi, Hooman Tahayori, �Intrusion Detection via Artificial Immune System: a Performance-based Approach�, In Biologically-Inspired Collaborative Computing, M. Hinchey et al. Eds., Vol.268/2008, Springer-Verlag, pp. 125-135, 2008.

 

Selected Conference Papers

�  L. Livi, Hooman Tahayori, A. Rizzi, A. Sadeghian, �Aggregating α-planes for Type-2 Fuzzy Set Matching�, In Proceedings of the 2013 IFSA-NAFIPS Joint Congress, pages 860-865, June 2013, Edmonton, Canada.

�  A. Rizzi, L. Livi, Hooman Tahayori, A. Sadeghian, �Matching Type-2 Fuzzy Sets Using Vertical Slices�, In Proceedings of the 2013 IFSA-NAFIPS Joint Congress, pages 866-871, June 2013, Edmonton, Canada.

�   Hooman Tahayori, A. Sadeghian, �Handling Uncertainties of Membership Functions with Shadowed Fuzzy Sets�, World Automation Congress(WAC 2012), pp. 1-5, 2012.

�   M. Moharrer, Hooman Tahayori, A. Sadeghian, �Modeling Innovation in International Business with Respect to the Cultural Distance Using Interval Type-2 Fuzzy Sets�, in Proc. of the Annual Meeting of the North American Fuzzy Information Processing Society (NAFIPS), El Paso, USA, pp.1-7, 2011.

�   M. Moharrer, Hooman Tahayori, A. Sadeghian, �Determining Contingent Role of Culture on the Effect of Cultural Distance in International Collaborations using Fuzzy Logic Systems�, Strategic Management Society 31st annual international conference, Miami, USA, Nov. 2011.

�   Hooman Tahayori, A. Sadeghian, A. Visconti, �Operations on Type-2 Fuzzy Sets Based on the Set of Pseudo-Highest Intersection Points of Convex Fuzzy Sets�,� in Proc. of the Annual Meeting of the North American Fuzzy Information Processing Society (NAFIPS), Toronto, Canada, pp. 1-6, 2010.

�   M. Moharrer, Hooman Tahayori, A. Sadeghian, �Modeling Linguistic Label Perception in Tourism E-Satisfaction with Type-2 Fuzzy Sets�, in Proc. of the Annual Meeting of the North American Fuzzy Information Processing Society (NAFIPS), Toronto, Canada, pp. 1-6, 2010.

�   A. Visconti, Hooman Tahayori, "Detecting Misbehaving Nodes in MANET with an Artificial Immune System Based on Type-2 Fuzzy Sets", in proc. 4th International Conference for Internet Technology and Secured Transactions, IEEE, UK, Nov. 2009.

�   Hooman Tahayori, A.Visconti, �Distributed-Interval Type-2 Fuzzy Set Based Recognition Algorithm for IDS�, Proceedings of the IEEE International Conference on Granular Computing, GrC08, China, pp. 572- 575, 2008.

�   Hooman Tahayori, G. Degli Antoni, �A Simple Method for Performing Type-2 Fuzzy Set Operations Based on Highest Degree of Intersection Hyperplane�, in Proc. of the Annual Meeting of the North American Fuzzy Information Processing Society (NAFIPS), San Diego, USA, pp. 404-409, 2007.

�   Hooman Tahayori, A. Visconti,G. Degli Antoni, �Email Granulation Based On Distributed Interval Type-2 Fuzzy Set Methodologies�, The 2007 IEEE International Conference on Granular Computing, San Jose, CA USA, pp. 139-144, 2007.

�   Hooman Tahayori, A. Visconti, G. Degli Antoni, �Spam Filtering Model Based on Interval Type-2 Fuzzy Set Paradigm�, The IEEE ICICT 2007, ITI 5th International Conference on Information and Communication,� Cairo, pp. 147-150, 2007.

�   Hooman Tahayori, W. Pedrycz, G Degli Antoni, �Distributed Intervals: A Formal Framework for Information Granulation�, 20th Canadian Conference on Electrical and Computer Engineering, IEEE CCECE, Vancouver, Canada, pp. 1409-1412, 2007.

�   Hooman Tahayori, G. Degli Antoni, E. Pagani, S. Astaneh, �Context Network�, 20th Canadian Conference on Electrical and Computer Engineering, IEEE CCECE, Vancouver, Canada, pp. 353-356, 2007.

�   M. Moharrer , Hooman Tahayori, �Drivers of Customer Convenience in Electronic Tourism Industry�, 20th Canadian Conference on Electrical and Computer Engineering, IEEE CCECE, Vancouver, Canada, pp. 836-839, 2007.

�   M. Moharrer, Hooman Tahayori, �Clustering E-Satisfaction Factors in Tourism Industry�, International Conference on Information Society, USA, pp. 182-185, 2007.

�   Hooman Tahayori, E. Pagani, G. Degli Antoni, S. Astaneh, �Enhanced Sensor Network: A Specialized Infrastructure for Context-Aware Applications�, IADIS Applied Computing, Spain, pp. 568-572, 2007.

�   C. Bernareggi, Hooman Tahayori, M. Moharrer, �New opportunities for blind students: assistive tools for science learning�, The first international seminar on information technology and the disabled in relation to the blind, 2007

�   C. Bernareggi, Hooman Tahayori, M. Moharrer, �Improving Tactile Graphics with MATHEMATICA�, The first international seminar on information technology and the disabled in relation to the blind, 2007.

�   Hooman Tahayori, A.G.B. Tettamanzi, G. Degli Antoni, �Approximated Type-2 Fuzzy Set Operations�, IEEE World Congress on Computational Intelligence, Vancouver, pp. 1910-1917, 2006.

�   G. Degli Antoni, Hooman Tahayori, �Multi-Paradigmatic Development Of Context-Aware Applications", IADIS Applied Computing, Spain, pp. 442-446, 2006.

�   C. Bernareggi, Hooman Tahayori, M. Moharrer, �Tactile Graphics with MATHEMATICA�, 2nd International Conference from Scientific Computing to Computational Engineering, Greece, pp. 1291-1298, 2006.

�   Hooman Tahayori, �FB-NLP to Extract Information from Plain Dental Histories�, Int. Conference on Multidisciplinary Information Sciences and Technologies, Spain, pp. 333-337, 2006.

�   M. Moharrer, Hooman Tahayori, A. Albadavi, S. H. Zegordi, �Satisfaction In E-Tourism A Case Of European Online Customers�,� IADIS E-Commerce Conference, Spain, pp.303-307, 2006.

�   M. Moharrer, S.H Zegordi, Hooman Tahayori, �Drivers of Customer Satisfaction in Electronic Tourism Industry�, 24th EuroCHRIE Congress, Greece, 2006.

�   M. Moharrer, S. H. Zegordi, Hooman Tahayori, H. Perzon, �Aspects of E-Tourism in the New Global E-Market�, International Marketing Management Conference, Iran, 2006.

�   M. Moharrer, Hooman Tahayori, S.H. Zegordi, �Predictors of E-Satisfaction in Tourism Industry�, 2006 INFORMS Marketing Science Conference, Pittsburgh USA, 2006.