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Publications

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  1. Kourosh Neshatian, Mengjie Zhang, Peter Andreae. "A Filter Approach to Multiple Feature Construction for Symbolic Learning Classifiers Using Genetic Programming". IEEE Transactions on Evolutionary Computation. 2011. (To appear)

  2. Anna Friedlander, Kourosh Neshatian and Mengjie Zhang. "Meta-Learning and Feature Ranking Using Genetic Programming for Classification: Variable Terminal Weighting". Proceeding of the 2011 IEEE Congress on Evolutionary Computation. IEEE Press. New Orleans, USA. June 5-8, 2011. 8pp. (To appear)

  3. Daniel Atkins, Kourosh Neshatian and Mengjie Zhang. "A Domain Independent Genetic Programming Approach to Automatic Feature Extraction for Image Classification". Proceeding of the 2011 IEEE Congress on Evolutionary Computation. IEEE Press. New Orleans, USA. June 5-8, 2011. 8pp. (To appear)

  4. Kourosh Neshatian and Mengjie Zhang. "Unsupervised Elimination of Redundant Features Using Genetic Programming". Proceedings of the 22nd Australasian Joint Conference on Artificial Intelligence (AI'09), Lecture Notes in Artificial Intelligence (LNAI), Vol. 5866 pp 432-442, Springer 2009.

  5. Kourosh Neshatian and Mengjie Zhang, “Dimensionality Reduction in Face Detection: A Genetic Programming Approach”, in Proceeding of the 24th International Conference on Image and Vision Computing, IEEE Press pp 391-396, Wellington, New Zealand 2009.

  6. Kourosh Neshatian and Mengjie Zhang, “Pareto front feature selection: using genetic programming to explore feature space,” in Proceedings of the 11th ACM Annual conference on Genetic and evolutionary computation (GECCO'09), pp 1027-1034, Montreal, Québec, Canada, 2009. [full text]

  7. Kourosh Neshatian and Mengjie Zhang, “Genetic Programming for Feature Subset Ranking in Binary Classification Problems,” in Genetic Programming (EuroGP 2009), Lecture Notes in Computer Science, Vol. 5481 pp 121-132, Tübingen, Germany, 2009. [full text]

  8. Kourosh Neshatian, Mengjie Zhang, and Peter Andreae, “Genetic Programming for Feature Ranking in Classification Problems,” in Simulated Evolution and Learning (SEAL'08), Lecture Notes in Computer Science, Vol. 5361, pp 544-554, Melbourne, Australia, 2008. [full text]

  9. Kourosh Neshatian and Mengjie Zhang, “Genetic programming for performance improvement and dimensionality reduction of classification problems,” IEEE World Congress on Computational Intelligence (CEC'08), pp 2811-2818, Hong Kong, 2008. [full text]

  10. Kourosh Neshatian and Mengjie Zhang, “Genetic Programming and Class-Wise Orthogonal Transformation for Dimension Reduction in Classification Problems,” in Genetic Programming (EuroGP 2008), Lecture Notes in Computer Science, Vol. 4971, pp 242--253, Napoli, Italy, 2008. [full text]

  11. Kourosh Neshatian, Mengjie Zhang, and Mark Johnston, “Feature Construction and Dimension Reduction Using Genetic Programming,” AI 2007: Advances in Artificial Intelligence, Lecture Notes in Computer Science Vol. 4830, pp 160-170, Gold Coast, Australia, 2007. [full text]

  12. Maryam Tayefeh Mahmoudi, Kambiz Badie, and Kourosh Neshatian, “An Ontological Model for Knowledge Management through Concept Composition” in Proceedings of the IEEE International Conference on the Digital Society (ICDS'07), pp 9-14, Guadeloupe, French Caribbean, 2007. [full text]

  13. Kourosh Neshatian, Mahmoud Kharrat and Sogol Babazadeh Khamaneh, “Organizational Experience Management through Knowledge Maps: An Ontological Approach” in Proceedings of the IEEE Wolrd Automation Congress (WAC'06), pp 1-8, Budapest, Hungary, 2006. [full text]

  14. Kourosh Neshatian, Maryam S. Mirian, “A New Ontology Meta-Structure and Programming Interface and its Application to Question Answering Systems”, in Proceedings of International Symposium on Telecommunication (IST'05) pp 835-841, Shiraz, Iran, 2005. [full text]

  15. Kourosh Neshatian, Mohammad Teshnehlab and Kambiz Badie, “PENTA: Parameter Estimation Network for Target Approximation”, in Proceedings of the 5th International Conference on Recent Advances in Soft Computing (RASC'04), pp 164-170, Nottingham, United Kingdom, 2004. [full text]

    16. Other published works

  16. Kourosh Neshatian and Mengjie Zhang, “Input Space Transformation in Classification Problems Using Genetic Programming,” in Proceedings of the 7th New Zealand Computer Science Research Student Conference (NZCSRSC'09), Acukland, New Zealand, 2009.

  17. Mahmoud R. Hejazi, Maryam S. Mirian, Kourosh Neshatian, Bahador R. Ofoghi and Ehsan Darudi, “An Ontology-based Question Answering System with Auto Extraction and Categorization Capabilities in the Domain of Telecommunications”, The CSI Journal on Computer Science and Engineering (JCSE), Vol. 2 , No 1 & 3, pp 1-17, 2004. (in Persian) [full text]

  18. Kourosh Neshatian and Mohammad Teshnehlab, “A Novel Parameter Estimation Fuzzy Network for Target Approximation”, Proceedings of the 9th Annual CSI Computer Conference (CSICC2004), Vol. 2, pp 231-238, Sharif University of Technology, Tehran, Iran 17-19 Feburary 2004.

  19. Kourosh Neshatian and Mahmoud R. Hejazi, “Text Categorization and Classification in Terms of Multi-Attribute Concepts for Enriching Existing Ontologies”, Proceedings of The Second Workshop on Information Technology and its Disciplines (WITID2004),pp 43-48, Kish Island, Iran, 24~26 Feburary 2004. [full text]

  20. Mahmoud R. Hejazi, Kourosh Neshatian and Bahador R. Ofoghi,“A System Developed for Automatic Extraction and Categorization of Telecommunication Literatures Used in TeLQAS”, Proceedings of the International Symposium on Telecommunications (IST2003), pp 571-575, Isfahan, Iran, 16~18 August 2003. [full text]

  21. Kourosh Neshatian and Mahmoud R. Hejazi, “An Object Oriented Ontology Interface for Information Retrieval Purposes in the Domain of Telecommunications”, Proceedings of the International Symposium on Telecommunications (IST2003), pp 677-681, Isfahan, Iran, 16~18 August 2003.

  22. Mahmoud R. Hejazi, Maryam S. Mirian, Kourosh Neshatian, A. Jalali and Bahador R. Ofoghi, “TelQAS: A Telecommunication Literature Question Answering System Benefits from a Text Categorization Mechanism”, Proceedings of the International Conference on Information and Knowledge Engineering (IKE2003), Las Vegas, USA, 2003. [full text]

  23. Kourosh Neshatian, “Fuzzy Rule-base Optimization by the means of Genetic Algorithms”, Proceedings of the 4th Domestic Conference on Intelligent Systems, pp 101, K. N. Toosi University, Tehran, Iran 5~7 March 2002. (in Persian) [full text]

  24. Kourosh Neshatian and Mahmoud R. Hejazi, “Automatic Text Categorization Systems with Learning Capability” Computer Report Magazine, Issue 152, pp 65-67, Aug & Sept 2003. (in Persian)

  25. Kourosh Neshatian, Behnaz Abdollahi and Mahmoud R. Hejazi, “The Role of Ontology in Question Answering Systems” Computer Report Magazine, Issue 150, pp 43-46, May & Jun 2003. (in Persian)

Awards