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Publications

Journals and Book Chapters


2011

  • Mohammed Al-Shalalfa, Tansel Özyer, Reda Alhajj, Jon G. Rokne: Discovering cancer biomarkers: from DNA to communities of genes. IJNVO 8(1/2): 158-178 (2011)
  • Tansel Özyer, Ming Zhang and Reda Alhajj, Integrating multi-objective genetic algorithm based clustering and data partitioning for skyline computation. Applied Intelligence, Springer. Volume 35, Number 1, 110-122, DOI: 10.1007/s10489-009-0206-7.(Science Citation Index).
  • A Hybrid Approach to Content-Based Image Retrieval, Intelligent Multimedia Databases and Information Retrieval (Eds. Li Yan and Zongmin Ma.) (Book Chapter)


2010

  • K. Kianmehr, T. Özyer, A. Lo, J. Jida, A. Jiwani, Y. Alimohamed, K. Spence, and R. Alhajj, “Human Centric Data Representation: From Fuzzy Relational databases into Fuzzy XML”, Zongmin Ma (Ed) “Soft Computing in XML Data Management”, Springer-Verlag, Volume 255, pp.55-77, 2010 (Book Chapter).
  • A. Lo, T. Özyer, K. Kianmehr and R. Alhajj, “VIREX and VRXQuery: Interactive Approach for Visual Querying of Relational Databases to Produce XML,” Journal of Intelligent Information Systems, (Science Citation Index).
  • A. Lo, T. Özyer, R. Tahboob, K. Kianmehr, J. Jida and R. Alhajj, “XML Materialized Views and Schema Evolution in VIREX”, Information Sciences (forthcoming) (Science Citation Index).
  • T. Özyer, M. Zhang and R. Alhajj, “Integrating Multi-Objective Genetic Algorithm Based Clustering and Data Partitioning for Skyline Computation,” Applied Intelligence, (forthcoming). (Science Citation Index).


2009

  • Keivan Kianmehr, Tansel Özyer, Mehmet Kaya, Reda Alhajj: Wrapping VRXQuery with self-adaptive fuzzy capabilities. Web Intelligence and Agent Systems 7(3): 269-279 (2009)
  • Tansel Özyer, Reda Alhajj: Parallel clustering of high dimensional data by integrating multi-objective genetic algorithm with divide and conquer. Appl. Intell. 31(3): 318-331 (2009) (Science Citation Index)
  •  A. Madhukar, T. Özyer and R. Alhajj, “Dynamic Cache Invalidation Scheme for Wireless Mobile Environments,” Wireless Networks, Vol.15, No.6, August 2009.(Science Citation Index) 
  • A. Lo, T. Özyer, K. Kianmehr and R. Alhajj, “VIREX and VRXQuery: Interactive Approach for Visual Querying of Relational Databases to Produce XML,” Journal of Intelligent Information Systems, (Published online April 17, 2009). (Science Citation Index)
     

2008

  • T. Özyer, R. Alhajj,  Parallel Clustering of High Dimensional Data by Integrating Multi-Objective Genetic Algorithm with Divide and Conquer, Journal of Applied Intelligence (Accepted) (Science Citation Index) 
  • T. Özyer, R. Alhajj, Deciding on Number of Clusters by Multi-Objective Optimization and Validity Analysis, Journal of Multi-Valued Logic and Soft Computing, Volume 14, Number 3-5, p. 457-474, 2008 (Science Citation Index)


2007 

  • K. Kianmehr, H. Zhang, K. Nikolov, T. Özyer and R. Alhajj, Utilizing Neural Network and Support Vector Machine for Gene Expression Classification, Journal of Information and Knowledge Management,December 2007
  • Ashraf, Fatima, Ozyer, Tansel, Alhajj, Reda, Employing Clustering Techniques for Automatic InformationExtraction from HTML, IEEE Transactions on Systems Man and Cybernetics-Part C (Accepted)(Science Citation Index)
  • Alnaar Jiwani, Yasin Alimohamed, Krista Spence, Anthony Lo, Tansel Özyer, Reda Alhajj, Fuzzy XML Model for Representing Fuzzy Relational databases in Fuzzy XML Format, Data Knowledge and Engineering, Elsevier, 2007(Accepted)(Science Citation Index)
  • T. Özyer, R. Alhajj, and K. Barker, Intrusion detection by integrating boosting genetic fuzzy classifier and data mining criteria for rule pre-screening, Journal of Network and Computer Applications, Volume 30, Issue 1, January 2007, Pages 99-113.(Science Citation Index)


2006

  • T. Özyer, R. Alhajj, and K. Barker, Fuzzy Aproach for analyzing sequential behaviour of web Access patterns, In W. Elmenreich, J.A.T. Machado, and I. J. Rudas, editors, Intelligent Systems at the Service of Mankind, Volume 2, Pages 564-574, UBooks Verlag, Augsburg Deutschland, 2006.

2005

  • T. Özyer, Y. Liu, R. Alhajj and K. Barker, Multi-objective Genetic Algorithm based Clustering Approach and Its Application to Gene Expression Data, Informatica,29(1), 2005.


Conferences

2008
  • G. Gezer, İ. Yaz, H. M. Taymaz, T. Özyer, and R. Alhajj, "A Bi-Criteria Scheduling Framework For The Supply Chain Management of Mobıle Providers", ICEIS 10th International Conference on Enterprise Information Systems, Barcelona, Spain, 2008.
  • Işıkman, Ömer Özgün, Özdemir Murat, Gökçe, Harun, Yalım, Baha Görkem, Özyer, Tansel, Alhajj Reda, Adaptive Weighted Multi-Criteria Fuzzy Query Processing for Web Based Real Estate Applications, 23rd International ACM Symposium on Applied Computing (ACM SAC'08) - DTTA Track, Fortaleza, Brazil, March 2008.


2007

  • Lo, K. Kianmher, T. Özyer, M. Kaya and R. Alhajj, “Wrapping VRXQuery with Self-Adaptive Fuzzy Capabilities,” Proceedings of IEEE International Conference on Web Intelligence, Silicon Valley, CA, Nov. 2007.
  • Cary Sweet, Tansel Ozyer, Reda Alhajj, Enhanced Graph Based Genealogical Record Linkage, Advanced Data Mining and Applications, LNCS, ADMA August 2007.
  • B. Arshinoff, D. Ratcliffe, M. Saetre, T. Özyer and R. Alhajj, Simple Query Construction, Proceedings of the International Conference on Enterprise Information Systems, Madeira, June 2007.

2006

  • Tansel Özyer and Reda Alhajj, Achieving Natural Clustering by Validating Results of Iterative Evolutionary Clustering Approach, Proceedings of IEEE Intelligent Systems, 2006.
  • Cameron Chenier, J. James Jun, Jason Zhang, Tansel Özyer, Reda Alhajj: Association-Rules Mining Based Broadcasting Approach for XML Data. Springer Verlag LNCS, Proceedings of ADVIS 2006: 207-216.(Science Citation Index)
  • Tansel Özyer, Reda Alhajj, Ken Barker: Clustering by Integrating Multi-objective Optimization with Weighted K-Means and Validity Analysis. Springer Verlag LNCS, Proceedings of IDEAL 2006: 454-463.(Science Citation Index)
  • Tansel Özyer, Reda Alhajj, Combining Validity Indexes and Multi-Objective Optimization based Clustering, Proceedings of 7th International FLINS Conference on Applied Artificial Intelligence, 2006.

2005

  • Darren Ming-Shan Kao, Tansel Ozyer, Reda Alhajj, Hybrid Approach for Predicting the Behavior of Web Users, Proceedings of IEEE International Conference on Information Reuse and Integration, Las Vegas, Nov. 2005.
  • Y. Liu, T. Özyer, R. Alhajj and K. Barker, “Cluster Validity Analysis of Alternative Solutions from Multi-Objective Optimization, Proceedings of the SIAM Data Mining, Los Angeles, 2005.
  • Y. Liu, T. Özyer, R. Alhajj, “Multi-Objective Genetic Algorithm Based Cluster Validity Evaluation For Gene Expression Data, Proceedings of IEEE International Conference on Intelligent Computing and Information Systems, Mar. 2005.
  • K. Kianmehr, H. Zhang, K. Nikolov, T. Özyer and R. Alhajj, “Combining Neural Network and Support Vector Machine into Integrated Approach for Biodata Mining” Proceedings of the International Conference on Enterprise Information Systems, Miami, May 2005.
  • J. Zheng, A. Lo, T. Özyer and R. Alhajj, “Deferred Incremental Update of Materialized XML Views,” Proceedings of the International Conference on Information Technology and Applications, Sydney, Australia, July 2005.
  • K.Y. Yang, A. Lo, T. Özyer and R. Alhajj, “DWG2XML: Generating XML Nested Tree Structure from Directed Weighted Graph”, Proceedings of the International Conference on Enterprise Information Systems, Miami, May 2005.
  • Jiwani Alnaar, Alimohamed Yasin, Spence Krista, Özyer Tansel, Alhajj Reda, “Integrating fuzziness into XML and Handling the Conversion of Fuzzy Relational databases into Fuzzy XML”, Proceedings of 9th East-European Conference on Advances in Databases and Information Systems, Tallinn, Estonia, 2005·
  • H. Jiang, Anthony Lo, Tansel Ozyer, Reda Alhajj, XML Views Based Approach for Web Services, Hybrid Approach for Predicting the Behavior of Web Users, Proceedings of IEEE International Conference on Information Reuse and Integration, Las Vegas, Nov. 2005.

2004

  • J. Little, M. de Ga, T. Özyer and R. Alhajj, “Query Builder: A Natural Language Interface for Structured Databases,” Proceedings of the International Symposium on Computers and Information Sciences, Lecture Notes in Computer Science, Springer-Verlag LNCS, Antalya, Oct. 2004.(Science Citation Index)
  • Chris Gee, Ryan Inaba, Kevin Miller, Anthony Lo, Tansel Özyer and Reda Alhajj, Deferred View Maintenance based Approach to Mobile XML Database Synchronization Proceedings of IEEE International Conference on Information Reuse and Integration, Las Vegas, Nov. 2004.
  • T. Özyer and R. Alhajj, An Iterative “Multi-Objective Clustering Using Genetic Algorithm Method With Different Objectives and The Validity Indices” Proceedings of the International Symposium on Computers and Information Sciences, Lecture Notes in Computer Science, Springer-Verlag LNCS, Istanbul, Oct. 2004.(Science Citation Index)
  • T. Özyer, Y. Liu, R. Alhajj and K. Barker, “Multi-objective Genetic Algorithm based Clustering Approach and Its Application to Gene Expression Data,” Proceedings of Biennial International Conference on Advances in Information Systems, Springer-Verlag LNCS, Izmir, Turkey, Oct. 2004.(Science Citation Index)
  • Y. Liu, T. Özyer, R. Alhajj and K. Barker, “Validity Analysis of Clustering Obtained Using Multi-Objective Genetic Algorithm,” Proceedings of the International Conference on Intelligent Systems Design and Applications, Hungary, Aug. 2004.
  • T. Özyer, R. Alhajj and K. Barker, Fuzzy Inference Approach to Multi-Dimensional Sequential Web Mining, Proceedings of IEEE International Conference on Intelligent Engineering Systems, Romania, September 2004.
  • Tansel Özyer, Reda Alhajj et al, Rough Set Clusterıng Approach Using Non-domınated Sorting Genetic Algorithm, Proceedings of International Conference on Applied Computing, IADIS, Portugal, March 2004.
  • Tansel Özyer, Reda Alhajj, and K. Barker, Utilizing Rough Sets and Multi-Objective Genetic Algorithms for Automated Clustering, Springer Verlag LNCS, Proceedings of International Conference on Rough Sets and Current Trends in Computing (RSCTC'2004), Sweden, June 2004.(Science Citation Index)

2003

  • T. Özyer, R. Alhajj, and K. Barker, A Boosting Genetic Fuzzy Classifier, Proceedings of IEEE International Conference on Hybrid Intelligent Systems, Malbourne, Australia, December 2003.

Poster

  • K. Kianmehr, H. Zhang, K. Nikolov, T. Özyer and R. Alhajj, Comparison and Analysis of Neural Network and Support Vector Machine Approaches to Biodata Mining, International Conference on Bioinformatics and Its Applications, Florida, Dec. 2004. (Poster)