Journal Papers

Conference Papers

Edited Books

Technical Reports

Journal Papers

2007

· Murat Şensoy and Pınar Yolum, "Ontology-Based Service Representation and Selection," IEEE Transactions on Knowledge and Data Engineering, vol. 19,  no. 8,  pp. 1102-1115,  Aug.,  2007 

· Murat Sensoy, F. Canan Pembe, Hande Zirtiloglu, Pinar Yolum and Ayse Bener, "Experience-Based Service Provider Selection in Agent Mediated E-Commerce", International Journal of Engineering Applications of Artificial Intelligence, Volume 20, Issue 3, pp. 325-335, 2007.

· KOSE, H. and H. L. Akin, "The Reverse Monte Carlo Localization Algorithm," Robotics and Autonomous Systems, Vol. 55, No. 6, pp. 480-489, 2007.

2006

• Jonker, C.M., Schut, M.C., Treur, J., and Yolum, P., Analysis of Meeting Protocols by Formalisation, Simulation and Verification. Jounal of Computational and Mathematical Organisation Theory. In press, 2006.
• SARDAG, A. and H. L. Akin, “Kalman Based Finite State Controller for Partially Observable Domains”, International Journal of Advanced Robotic Systems, December 2006.
• KOSE, H., , B. Celik and H. L. Akin,, "Comparison of Localization Methods for a Robot Soccer Team", International Journal of Advanced Robotic Systems, December 2006.
• Sak, H., Güngör, T. and Safkan, Y., A Corpus-Based Concatenative Speech Synthesis System for Turkish, Turkish Journal of Electrical Engineering and Computer Sciences, Vol.14(1), 2006
• Özgür Yılmaz, A. C. Cem Say, “Causes of Ineradicable Spurious Predictions in Qualitative Simulation,” Journal of AI Research. (Accepted)

2005

• ALESKEROV, F., A. Iseri-Say, A. Toker, H. L. Akin, and G. Altay, "A Cluster Based Decision Support System for Estimating Earthquake Damage and Casualties," Disasters, Vol. 29, No. 3, pp.255-276, 2005.
• AKIN, H. L., "Managing an Autonomous Robot Team: The Cerberus Team Case Study," International Journal of Human-friendly Welfare Robotic Systems, Vol. 6, No. 2, pp-35-40, 2005.
• A. C. Cem Say and A. Kutsi Nircan, “Random generation of monotonic functions for Monte Carlo solution of qualitative differential equations,” Automatica Vol. 41, pp. 739-754, 2005.
• P.Yolum and M. P. Singh, "Engineering Self-Organizing Referral Networks for Trustworthy Service Selection", IEEE Transactions on systems, man, and cybernetics. May 2005.
• LIMA, P., L. Custódio, L. Akin, A. Jacoff, G. Kraezschmar, B. K. Ng, O. Obst, T. Röfer, Y. Takahashi, C. Zhou, "RoboCup 2004 Competitions and Symposium: A Small Kick for Robots, a Giant Score for Science," AI Magazine, Vol. 26, No. 2, pp.36-61, 2005.

2004

• Yildiz, O. T,  L. Akarun and H. L. Akin, "Fast nearest neighbour testing algorithm for small feature sizes", Electronics Letters,Vol 40, No 3, pp. 171-172, February 2004.
• Özgür, L., T. Güngör and F. Gürgen, "Adaptive Anti-Spam Filtering for Agglutinative Languages: A Special Case for Turkish", Pattern Recognition Letters, Vol.25(16), pp.1819-1831, 2004.
• KARADENIZ. M. T., H. L. Akin, "FDMS with Q-Learning: A Neuro-Fuzzy Approach To Partially Observable Markov Decision Problems, " International Journal of Advanced Robotic Systems, Vol.1., No4., pp.251-262, December 2004.

2003

• Say, A. C. Cem, H. L. Akin, "Sound and complete qualitative simulation is impossible", Artificial Intelligence, Vol. 149, pp. 251-266, 2003.
• Könik, T., A. C. C. Say, "Duration consistency filtering for qualitative simulation", Annals of Mathematics and Artificial Intelligence, Vol. 38, pp. 269-309, 2003.
• Say, A. C. Cem, "Sound and complete qualitative simulation requires "quantitative" filtering", Annals of Mathematics and Artificial Intelligence, Vol. 38, pp. 257-267, 2003.

2002

• Say, A. C. Cem, "Problems in representing liquid tanks with monotonicity constraints: A case study in model-imposed limitations on the coverage of qualitative simulators", Artificial Intelligence Review Vol. 17, pp. 291-317, 2002.

2001

• Say, A. C. Cem, "Improved reasoning about infinity using qualitative simulation," Computing and Informatics Vol. 20, pp. 487-507, 2001.
• Enç, F. Y., N. Imeryüz, L. Akin, T. Turoglu, F. Dede, G. Haklar, N. Tekesin, N. Bekiroglu, B. Ç. Yegen, J. F. Rehfeld, J. J. Holst, and N. B. Ulusoy, "Inhibition of gastric emptying by acarbose is correlated with GLP-1 response and accompanied by CCK release", Am J Physiol Gastrointest Liver Physiol, Vol. 281, Issue 3, G752-G763, September 2001.
• Aleskerov, F. and H. L. Akin, "Afet Yönetim Sistemleri- Sorunlar ve Çözümleri,(Disaster Management Systems-Problems and Solutions)", Iktisat, Isletme ve Finans, Vol.16, No.179, pp.32-41, 2001. (In Turkish)
• Say, A. C. Cem, "Understanding arithmetic problems in Turkish", International Journal of Pattern Recognition and Artificial Intelligence Vol. 15, pp. 359-374, 2001.

1999

• Kuru, S., H. L. Akin, A. Levi, O. T. Yildiz, and O. Kursun, "Elektronik Ticaret Gosterileri," IGEME'den Bakis, sayi 11, pp. 65-71, Ankara, 1999. (In Turkish)
• Say, A. C. Cem, "Making use of contradictory behavior information in qualitative reasoning," IEEE Transactions on on Pattern Analysis and Machine Intelligence Vol. 21, pp. 781-786, 1999.

1998

• Say, A. C. C., "Bilgisayarla Türkçe anlama," Galatasaray Üniversitesi Mühendislik Bilimleri Dergisi Vol. 1, pp. 37-53, 1998.
• Say,A. C. C., "Akla doğru" Cogito, no. 13, 1998, pp. 67-74.
• Say, A. C. C., "L'Hôpital's filter for QSIM," IEEE Transactions on Pattern Analysis and Machine Intelligence Vol. 20, pp. 1-8, 1998.

1997

• Akin, H.L,"Evrimsel Hesaplama:Yapay Sorulara Doğal Bir Yanıt," Endüstri&Otomasyon, pp.12-16, No.9, 1997.
• Bayraktar-Ekiz, Banu and H. L. Akin, "Neural Network Topology Optimization with Genetic Algorithms," TUBITAK Elektrik, Vol. 4, Supplement 1996, pp.43-55, 1997.
• Arbatli, A. D. and H. L. Akin, "Rule Extraction from Trained Neural Networks Using Genetic Algorithms," Nonlinear Analysis, Vol. 30, No.3, pp.1639-1648, 1997.
• Say, A. C. C. and S. Kuru, "Postdiction using reverse qualitative simulation," IEEE Transactions on SMC Vol. 27, pp. 84-95, 1997.

1996

• Say, A. C. C. and S. Kuru, "Qualitative system identification: Deriving structure from behavior," Artificial Intelligence Vol. 83, pp. 75-141, 1996.
• Tuncel, T., N. Bergisadi, L. Akin, G. Ötük and I. Kusçu, "In Vitro and In Vivo Studies on microcapsules and tabletted microcapsules of cephradine," Pharmazie, 51, 3, pp.168-171, (1996).

1993

• Say. A. C. C. and S. Kuru, "Improved filtering for the QSIM algorithm," IEEE Transactions on Pattern Analysis and Machine Intelligence Vol. 15, pp. 967-971, 1993.

1992

• Kuru S. and T.Güngör," Sign Analysis Technique for Predicting System Behavior," International Journal of Intelligent Systems , Vol.7, No.5 (1992) pp. 419-444.
• Kuru, S. and F.Bek, "A Goal-Driven Blackboard Control Architecture Based on Extending Partially Complete General Goal Trees", Knowledge Based Systems , 2 (1990) pp 236-241

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Conference Papers

2007

· Murat Sensoy and Pinar Yolum, "Cooperative Evolution of Service Ontologies" The Sixth International Conference on Autonomous Agents and Multiagent Systems (AAMAS’07), pp. 1301-1303, 2007.

· Murat Sensoy and Pinar Yolum, "On Choosing An Efficient Service Selection Mechanism In Dynamic Environments", The Ninth International Workshop  on Agent-Mediated Electronic Commerce (AMEC IX), pp.99-112, 2007