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Book Chapters

·         Pinar Duygulu, Muhammet Bastan and Derya Ozkan, "Integrating image and text for semantic labeling of images and videos", In Machine Learning Techniques for Multimedia, Editor: Matthieu Cord, Publisher: Springer-Verlag (pdf)

Journals

·         Derya Ozkan, Pinar Duygulu, “Interest'ing Faces: A Graph Based Approach for Finding People”. In Pattern Recognition. Volume 43, Issue 5, pages: 1717-1735., May 2010. (pdf)


Conference Papers

·         Derya Ozkan, Louis-Philippe Morency, “Modeling Wisdom of Crowds Using Latent Mixture of Experts”. To appear in 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL HLT 2011), Oregon, June 19-24, 2011. (pdf)


·         Iwan de Kok , Derya Ozkan, Dirk Heylen, Louis-Philippe Morency, “Learning and Evaluating Response Prediction Models using Parallel Listener Consensus”. In International Conference on Multimodal Interfaces (ICMI 2010), Beijing-China, November 8-12, 2010. (pdf)

 

·         Derya Ozkan, Kenji Sagae, Louis-Philippe Morency, “Latent Mixture of Discriminative Experts for Multimodal Prediction Modeling”. In International Conference on Computational Linguistics (Coling 2010), Beijing-China, August 23-27, 2010. (pdf)

 

·         Derya Ozkan, Louis-Philippe Morency, “Self-Based Feature Selection for Nonverbal Behavior Analysis”. In Workshop on Human Behavior Understanding, in conjuction with International Conference on Pattern Recognition (ICPR 2010), Istanbul-Turkey, August 22-26, 2010. (pdf)

 

·         Hilal Zitouni, Sare Gul Sevil, Derya Ozkan, Pinar Duygulu, “Re-ranking of image search results using a graph algorithm”, In the proceedings of International Conference on Pattern Recognition (ICPR 2008), Tampa, Florida, 8-11 December 2008. (pdf)

 

·         Derya Ozkan, Pinar Duygulu, "Finding People Frequently Appearing in News", In Proceedings of International Conference on Image and Video Retrieval (CIVR 2006), Arizona State University, Tempe, AZ, July 13-15 2006. Also published in Lecture Notes in Computer Science, Volume 4071/2006. (pdf | slides)

 

·         Derya Ozkan, Pinar Duygulu, "A Graph Based Approach for Naming Faces in News Photos", In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2006), New York, NY, June 17-22, 2006.(pdf)

 

 

 

National (Turkish) Conferences

 

·         Sare Gul Sevil, Hilal Zitouni, Nazli Ikizler, Derya Ozkan, Pinar Duygulu, “Resim Arama Sonuclarinin Cizge Tabanli bir Yontemle Yeniden Siralanmasi (in Turkish)”, In Proceedings of IEEE 16. Sinyal İşleme, İletişim ve Uygulamaları Kurultayı (SIU 2008), Didim, Turkey, April 20-22, 2008. (pdf)

 

·         Can Acar, Arda Atlas, Koray Cevik, Isa Olmez, Mustafa Unlu, Derya Ozkan, Pinar Duygulu, “ Yuz Bulma Yontemlerinin Haber Videolari icin Sistematik Karsilastirilmasi (in Turkish)”, In Proceedings of IEEE 15. Sinyal Isleme ve Iletisim Kurultayi (SIU 2007), Anadolu Universitesi, Eskisehir, Haziran 11-13, 2007. (pdf)

 

·         Derya Ozkan, Pinar Duygulu, "Yuz ve Isim Iliskisi Kullanarak Haberlerdeki Kisilerin Bulunmasi" (in Turkish), In Proceedings of IEEE 14. Sinyal Isleme ve Iletisim Uygulamalari Kurultayi (SIU 2006), Antalya, Turkey, April 17-19, 2006. (pdf)

 

Thesis

·         Master Thesis (pdf | presentation)