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Last Updated : September
20, 2009. BOOKS "Modeling
Uncertainty with Fuzzy Logic: With Recent Theory and Applications",
Springer Book Series 2009, co-authored with Prof. I. Burhan
Turksen and foreword by Prof. Lotfi A. Zadeh. Refereed JOURNALS and CONFERECE Papers 2009 1.
Asli Celikyilmaz, Semantic Question Answering System with Topic Models. NIPS-2009 - Applications of Topic Models:
Text and Beyond Workshop, Whistler,
Canada, 2009, abstract. 2.
Asli Celikyilmaz, Graph-Based Semi-Supervised Learning for Learning Semantic Relations
from Text, WIML-2009, Woman in
Machine Learning Workshop- Vancouver, Canada, 2009. 3.
Asli Celikyilmaz, Soft-Link Spectral Clustering for Information Extraction. International
Journal of Semantic Computing (IJSC) Invited Paper, 2009. pdf ·
Asli Celikyilmaz, Soft-Link Spectral Clustering for Information Extraction. -Third IEEE Int. Conf. on Semantic
Computing, (IEEE-ICSC 2009), Berkeley, CA, USA - September 14-16,
2009. Winner of Best Paper Award. 4.
Asli Celikyilmaz, Marcus Thint,
Zhiheng Huang, A Graph-based Semi-Supervised
Learning for Question-Answering. In Association for Computational Linguistics
2009 (ACL-2009), Main Conference, Singapore, 2009. pdf 5.
Zhiheng Huang,
Marcus Thint and Asli Celikyilmaz, Investigation of question classifier in
question answering, In Conference on Empirical Methods in Natural Language
Processing (EMNLP-2009), 2009. pdf 6.
Zhiheng Huang, Guangping Zeng, W. Xu and Asli Celikyilmaz,
Effectively exploiting wordNet in semantic class
classification for coreference resolution, in
Conference on Empirical Methods in Natural Language Processing (EMNLP-2009), 2009 (Poster session). pdf 7.
Asli Celikyilmaz, Type-2 Fuzzy Inference System with Fuzzy
Pattern Recognition, Information Sciences, 2009. 8.
Asli Celikyilmaz & I. Burhan Turksen, Hybrid Fuzzy C/Regression Method with Genetic
Algorithms, Expert Systems with Applications, 2009. 9.
Asli Celikyilmaz & I. Burhan Turksen, Increasing Accuracy of Two Class Pattern
Recognition with Improved Fuzzy Functions, Expert Systems with
Applications, 36, pp. 1337-1354, 2009. pdf 10. Asli Celikyilmaz & I. Burhan Turksen, Fuzzy Decision Making With Imprecise Parameters, Invited
Paper, International Journal of
Approximate Reasoning, 2009. 11. Asli Celikyilmaz & I. Burhan Turksen, Genetic Fuzzy System Based on Improved Fuzzy
Functions, Journal of Computers, vol. 4, no. 2. February 2009. pdf 12. Asli Celikyilmaz, I. Burhan Turksen, Spectral Learning with Type-2 Fuzzy Numbers for
Question/Answering System. 2009 IFSA
World Congress, 2009 EUSFLAT Conference, 13. Asli Celikyilmaz, I.Burhan Turksen, Kernel Based Hybrid Fuzzy Clustering for
Non-Linear Fuzzy Classifiers, Proc. 27th Intern. Conf. of the North
American Fuzzy Information Processing Society – NAFIPS- IEEE, June 2009. 2008 14. Asli Celikyilmaz & I. Burhan Turksen, Uncertainty modeling with evolutionary improved
fuzzy functions approach, IEEE
Systems, Man, and Cybernetics- Part B, vol. 38, no. 4, August 2008. 15. Asli Celikyilmaz & I. Burhan Turksen, Enhanced Fuzzy System Models with Improved Fuzzy
Clustering Algorithm, IEEE Trans. on Fuzzy Systems, volume 16 (3), pp. 779-794, June 2008. 16. Asli Celikyilmaz & I. Burhan Turksen, Validation Criteria for Enhanced Fuzzy
Clustering, Pattern Recognition
Letters, volume
29, pp. 97-108, 2008. 17. Asli Celikyilmaz, Marcus Thint,
Semantic Approach to Textual Entailment for Question Answering – A New Domain
for Uncertainty Modeling, 7th IEEE Int. Conf. Cognitive Informatics
(ICCI'08), 18. Asli Celikyilmaz, I. Burhan Turksen, Analysis of
Interim Fuzzy Functions, 6th Int. Symposium of
Intelligent and Manufacturing Systems (IMS2008), Oct 14-17, 2008, Sakarya,
Turkey. 19. Asli Celikyilmaz, I.Burhan Turksen, Type-2 Fuzzy Classifier Ensembles for Text
Entailment, Joint Conference on Information Sciences (JCIS2008)– Fuzzy Theory and Technology Track, Shenzhen,
China, December 2008. pdf 20. Asli Celikyilmaz & I. Burhan Turksen, Uncertainty
Bounds of Fuzzy C-Regression Method, IEEE
Int. Conference on Fuzzy Systems
- World Congress on Computational Intelligence (WCCI 2008), Hong Kong,
pp. 1193-1198,2008. 21. Asli Celikyilmaz & I. Burhan Turksen, Genetic Type-2 Fuzzy Classifier Functions, Proc.
26th Intern. Conf. of the North American Fuzzy Information Processing Society
– NAFIPS- IEEE, 19-22 May 2008. 22. Asli Celikyilmaz & I. Burhan Turksen, A Type-2 Fuzzy C-regression
Method, International
Conference on Information
Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU-2008),
Malaga, Spain, 2008. 2007 23. Asli Celikyilmaz & I. Burhan Turksen, Fuzzy Functions with Support Vector Machines, Information Sciences, volume 177, pp. 5163-5177,
2007. 24. Asli Celikyilmaz & I. Burhan Turksen, A new classifier design with Fuzzy Functions, Proceedings of the International Conference
on Rough Sets and Knowledge Technology (RSKT'07), Joint Rough
Set Symposium (JRS'07),
25. Asli Celikyilmaz & I. Burhan Turksen, Evolution
of Fuzzy System Models: An Overview and New Directions, Proceedings of the International Conference
on Rough Sets and Knowledge Technology (RSKT'07), Joint Rough Set
Symposium (JRS'07),
Toronto, Canada, May, 2007. 26. Asli Celikyilmaz & 27. Asli Celikyilmaz & I. Burhan Turksen, Evolutionary Fuzzy System Models with Improved
Fuzzy Functions and Its Application to Industrial Process, IEEE Intern. Conf. Systems, Man, Cybern, 2007. 28. Asli Celikyilmaz & 29. Asli Celikyilmaz & I. Burhan Turksen, A New Cluster Validity Index with Fuzzy
Functions, 12th International Fuzzy Systems Association World Congress, IFSA
2007, Cancun, Mexico, June 18-21, 2007, Lecture Notes in
Computer Science 4529 Springer 2007. 2006 30. Asli Celikyilmaz & I. Burhan Turksen, Comparison of
Fuzzy functions with Fuzzy Rule Bases, Int.
Journal of Fuzzy Systems, 8(3): 137-148, 2006. 2008
– Ph.D. Thesis A. Celikyilmaz, "Modeling Uncertainty with Evolutionary Improved Fuzzy Functions", Thesis of Doctor of Philosophy, Applied Science and Engineering, University of Toronto, April 2008 2005
– Master Thesis A. Celikyilmaz, "Fuzzy Functions with Support Vector Machines ", Thesis of Master of Applied Science, Applied Science and Engineering, University of Toronto, April 2005. |
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