Publications

My publications are available at ResearchGate.

Journal Papers (SCI/SCI-E):

  1. Furkan Arslan and Reyhan Aydogan, “Actor-critic reinforcement learning for bidding in bilateral negotiation“, Turkish Journal of Electrical Engineering & Computer Sciences, 30:5, pp 1695-1714, 2022.
  2. Mohammad Azarifar, Kerem Ocaksonmez, Ceren Cengiz, Reyhan Aydoğan and Mehmet Arik, “Machine Learning to Predict Junction Temperature Based on Optical Characteristics in Solid-State Lighting Devices: A Test on WLEDs“, Micromachines13(8), 2022.
  3. Reyhan Aydoğan, Onur Keskin and Umut Çakan,  Would you imagine yourself negotiating with a robot, Jennifer? Why not?, IEEE Transactions on Human-Machine Systems, Accepted, October 2021.
  4. Victor Sanchez-Anguix, Okan Tunalı, Reyhan Aydoğan and Vincente Julian, “Can social agents efficiently perform in automated negotiation?”, Applied Science, 11(13):6022, 2021.
  5. Reyhan Aydoğan, Özgür Kafalı, Furkan Arslan, Catholijn M. Jonker, and Munindar P. Singh, Nova: Value-Based Negotiation of Norms“, ACM Transactions on Intelligent Systems and Technology , 12:4, pp 1–29,  2021.
  6. Demet Ayvaz, Reyhan Aydoğan, M. Tolga Akçura, and  Murat Şensoy, “Campaign Participation Prediction with Deep Learning“, Electronic Commerce Research and Applications, 48:1, July-August 2021.
  7. Anil Doğru, Soufiane Bouarfa, Ridwan Arizar, and Reyhan Aydoğan, “Using Convolutional Neural Networks to Automate Aircraft Maintenance Visual Inspection“, Aerospace, Application of Multiagent Systems and Artificial Intelligence Techniques in Aviation (Volume II ), 2020.
  8. Yousef Razeghi, Ozan Yavuz, and Reyhan Aydoğan, Deep Reinforcement Learning for Acceptance Strategy in Bilateral Negotiations,  Turkish Journal of Electrical Engineering & Computer Sciences, 28: pp. 1824-1840, July 2020.
  9. Onat Gungor, Baris Aksanli, and ReyhanAydoğan, “Algorithm Selection and Combining Multiple Learners for Residential Energy Prediction”,  Future Generation Computer Systems (FGCS), Vol: 99, pp. 391-400, 2019.
  10. Victor Sanchez-Anguix, Rithin Chalumuri, Reyhan Aydoğan, and Vicente Julian,A near Pareto optimal approach to student-supervisor allocation with two sided preferences and workload balance“,  Applied Soft Computing, Vol:76, pp 1-15, 2019.
  11. Victor Sanchez-Anguix, Reyhan Aydoğan, Tim Baarlag, and Catholijn M. Jonker, Bottom-up approaches to achieve Pareto optimal agreements in group decision making, Knowledge and Information System (KAIS), pp. 1-28, 2019.
  12. Reyhan Aydoğan, Ivan Marsa-Maestre, Mark Klein, and Catholijn M. Jonker, A Machine Learning Approach for Mechanism Selection in Complex Negotiations, Special Issue on Agent-Based Modelling for Complex Systems, Journal of Systems Science and Systems Engineering, Volume 27, Issue 2, pp 134–155, 2018.
  13. Tim Baarslag, Reyhan Aydogan, Koen V. Hindriks,  Katsuhide Fuijita,  Takayuki Ito and  Catholijn M. Jonker, The Automated Negotiating Agents Competition, 2010-2015. AI Magazine, 36,(4), Winter Issue, 115-118, 2015.
  14. Reyhan Aydoğan, Tim Baarslag, Koen Hindriks, Catholijn M. Jonker, and Pınar Yolum, Heuristics for using CP-nets in utility-based negotiation without knowing utilities”, Knowledge and Information System (KAIS),  published online, pp. 1-32, 2014.
  15. Victor Sanchez-Anguix, Reyhan Aydoğan, Vicente Julian, Ana Garcia-Fornes and Catholijn Jonker, “Unanimously Acceptable Agreements for Negotiation Teams in Unpredictable Domains”, Electronic Commerce Research and Applications, 13:4, p. 243-265, 2014
  16. Ivan Marsa-Maestrea, Mark Klein, Catholijn M. Jonker, and Reyhan Aydoğan, “From Problems to Protocols: Towards a Negotiation Handbook, Decision Support Systems and Electronic Commerce, Vol. 60, p.p. 39-54, 2014.
  17. Reyhan Aydoğan and Pınar Yolum, “Learning Opponents Preferences for Effective Negotiation: An Approach Based on Concept Learning”. Journal of Autonomous Agents and Multi-Agent Systems, 24:1, pp. 104-140, 2012.

Other Reviewed Journals (SCOPUS indexed, Doaf indexed):

  1. Berkay Türkgeldi;Cana Su Özden;Reyhan Aydoğan, “The Effect of Appearance of Virtual Agents in Human-Agent Negotiation“, AI, 3:3, pp  683-701, 2022.
  2. Soufiane Bouarfa, Reyhan Aydoğan, and Alexei Sharpanskykh, “Formal Modelling and Verification of a Multi-Agent Negotiation Approach for Airline Operations Control“, Journal of Reliable Intelligent Environments, Online, 2021.

 Book editorship (Peer reviewed):

  1. Reyhan Aydoğan,Tim Baarslag and Enrico Gerding, Artificial Intelligence Techniques for Conflict Resolution, GDN, 30, pp. 879–883, 2021.
  2. Reyhan Aydoğan et. al.,Recent Advances in Agent-based Negotiation, Springer 2021.
  3. Takayuki Ito, Minjie Zhang, and Reyhan Aydoğan, Advances in Automated Negotiations, ACAN, Studies in Computational Intelligence, Volume 905,  Springer, 2020.
  4. Aydoğan R., Baarslag T., Gerding E., Jonker C., Julian V., Sanchez-Anguix V. (eds), Conflict Resolution in Decision Making, Springer, 2017.
  5. Fujita, K, Bai, Q, Ito, T, Zhang, M, Ren, F, Aydoğan, R, & Hadfi, R(Eds.), Modern Approaches to Agent-based Complex Automated Negotiation, Springer, 2017.
  6. Reyhan Aydoğan,Victor Sanchez-Anguix, Vicente Julian, Joost Broekens and Catholijn M. Jonker, “Computational Approaches for Conflict Resolution in Decision Making: New Advances and Developments”, Cybernetics and Systems, 45:3, pp. 217-221, 2014 (guest editor).

Conference Papers:

  1. Tim Baarslag, Tijmen Elfrink, Faria Nassiri Mofakham, Thimjo Koça, Michael Kaisers, and Reyhan Aydogan, “Bargaining Chips: Coordinating One-to-Many Concurrent Composite Negotiations”, IEEE WI-IAT 2021 conference, Melbourne, Australia, December, 2021.
  2. Okan Tunalı, Ahmet Tuğrul Bayrak, Victor Sanchez-Anguix and Reyhan Aydoğan, “Multi-Objective Evolutionary Product Bundling: A Case Study “, Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO ’21 series, pp. 1622–1629, Association for Computing Machinery, Lille, France, 2021.
  3. Cihan Eran, Onur Keskin, Furkan Canturk and Reyhan Aydoğan,”A Decentralized Token-based Negotiation Approach for Multi-Agent Path Finding“,The 18th European Conference on Multi-Agent Systems (EUMAS),  pp 264-280, July,  2021.
  4. Mehmet Onur Keskin, Umut Çakan and Reyhan Aydoğan, Solver Agent: Towards Emotional and Opponent-Aware Agent for Human-Robot Negotiation, Accepted at the 20th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2021, pp. 1557-1559, London, 2021 (Extended Abstract).
  5. Murat Sensoy, Maryam Saleki, Simon Julier, Reyhan Aydoğan, John Reid. “Misclassification Risk and Uncertainty Quantification in Deep Classifiers”,  Winter Conference on Applications of Computer Vision 2021, WACV 2021, pp. 2484-2492, January 5-9, 2021.
  6. Murat SensoyMaryam SalekiSimon JulierReyhan AydoğanJohn Reid, “Not all Mistakes are Equal”, In  Proceedings of the 19th International Conference on Autonomous Agents and MultiAgent Systems, pp. 1996-1998, New Zealand, 2020.
  7. Reyhan Aydoğan, Tim Baarslag, Katsuhide Fujita, Johnathan Mell,Jonathan Gratch, Dave de Jonge, Yasser Mohammad, Shinji Nakadai,Satoshi Morinaga, Hirotaka Osawa, Claus Aranha, and Catholijn Jonker, “Challenges and Main Results of the Automated Negotiating Agents Competition (ANAC) 2019”, The Seventh International Conference on Agreement Technologies, April, Greece, 2020.
  8. Soufiane Bouarfa, Anil Doğru, Ridwan Arizar, Reyhan Aydoğan and Joselito Serafico, “Towards Automated Aircraft Maintenance Inspection. A use case of detecting aircraft dents using Mask R-CNN“, SCI-Tech Forum AIAA – American Institute of Aeronautics and Astronautics, Orlando, January 2020.
  9. Celal Ozan Berk Yavuz, Çağıl Süslü, and Reyhan Aydoğan, “Taking Inventory Changes into Account While Negotiating in Supply Chain Management”, In Proceedings of the 12th International Conference on Agents and Artificial Intelligence (ICAART 2020), Malta, February 2020.
  10. Johnathan Mell, Jonathan Gratch, Reyhan Aydoğan, Tim Baarslag and Catholijn M. Jonker, “The Likeability-Success Tradeoff: Results of the 2nd Annual Human-Agent Automated Negotiating Agents Competition“, In Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction (ACII 2019), Cambridge, UK, September, 2019.
  11. Reyhan Aydoğan, Katsuhide Fujita, Tim Baarslag, Catholijn M. Jonker and Takayuki Ito, “ANAC 2018: Repeated Multilateral Negotiation League“,The 33rd Annual Conference of the Japanese Society for Artificial Intelligence, Nigata, Japan, 2019.
  12. Selami Çoban, Victor Sanchez-Anguix and Reyhan Aydoğan, “Predicting Shuttle Arrival Time in İstanbul“, Proceedings of Distributed Computing and Artificial Intelligence, 16th International Conference, pp 44-51, Avila, Spain, 2019.
  13. Dave de Jonge, Tim Baarslag, Reyhan Aydogan, Catholijn Jonker, Katsuhide Fujita and Takayuki Ito, “The Challenge of Negotiation in the Game of Diplomacy“, The Sixth Conference on Agreement Technologies, Bergen – Norway, December 2018.
  14. Johnathan Mell, Jonathan Gratch, Tim Baarslag, Reyhan Aydoğan and Catholijn M. Jonker, “Results of the First Annual Human-Agent League of the Automated Negotiating Agents Competition“,Proceedings of the 18th International Conference on Intelligent Virtual Agents, Australia, November 2018.

  15. Reyhan Aydoğan, Pinar Ozturk, and Yousef Razeghi, “Negotiation for Incentive Driven Privacy-Preserving Information Sharing”, In the Proceedings of PRIMA 2017: Principles and Practice of Multi-Agent Systems, Lecture Notes in Computer Science, vol 10621. Springer, pp. 486-494, 2017.
  16. Taha Gunes, Emir Arditi, and Reyhan Aydoğan, “Collective Voice of Experts in Multilateral Negotiation“, In the Proceedings of PRIMA 2017: Principles and Practice of Multi-Agent Systems, Lecture Notes in Computer Science, vol 10621. Springer, pp. 450-458, 2017.
  17. Okan Tunali, Reyhan Aydoğan and Victor Sanchez, “Rethinking Frequency Opponent Modeling in Automated Negotiation“, In the Proceedings of PRIMA 2017: Principles and Practice of Multi-Agent Systems, Lecture Notes in Computer Science, vol 10621. Springer, pp. 263-279, 2017.
  18. Onur Barış Dev,  Reyhan Aydoğan and Erhan Öztop, “Yapay Yaşam Simülasyonunda Hayatta Kalmak“, 25. IEEE Sinyal Isleme ve Iletisim Uygulamalari Kurultayi, Antalya, 2017.
  19. Catholijn M. Jonker, Reyhan Aydoğan,Tim Baarslag,Joost Broekens, Christian A. Detweiler,Koen V. Hindriks,Alina Huldtgren and Wouter Pasman, “An Introduction to the Pocket Negotiator: A General Purpose Negotiation Support System“, In Proceedings of Multi-Agent Systems – 14th European Conference, EUMAS 2016, LNAI 10207, Springer International Publishing, pp 13-27, 2017.
  20. Catholijn M. Jonker, Reyhan Aydoğan,Tim Baarslag,Katsuhide Fujita,  Takayuki Ito,  and Koen Hindriks, Automated Negotiating Agents Competition (ANAC), In Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI-2017), pp. 5070 -5072, AAAI Press, 2017.
  21. Tim Baarslag, Enrico Gerding, Reyhan Aydoğan, and M. C. Schraefel, “Optimal Negotiation Decision Functions in Time-Sensitive Domains“,  IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), pp. 190-197, 2015.
  22. Reyhan Aydoğan, Alexei Sharpanskykh, and Julia Lo, “A Trust-based Situation Awareness Model”, In Proceedings of the 12th European Conference on Multi-Agent Systems (EUMAS – 2014), December, Prague, 2014.
  23. Maaike Harbers, Reyhan Aydoğan, Catholijn M. Jonker and Mark A. Neerincx, “Sharing information in teams: giving up privacy or compromising on team performance?” In Proceedings of the 13th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2014),  pp. 413-420,  Paris, France, May 5-9, 2014.
  24. Michel Oey, Zülküf Genç, Amineh Ghorbani, Huib Aldewereld, Reyhan Aydogan, Niek Wijngaards, Reinier Timmer, Frances Brazier, Catholijn Jonker, “Modelling Multi-Stakeholder Systems: A Case Study”,  In  Proceedings of the 2014 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT’14), Volume: Special session on Agent-Based Simulation Supporting Decision Makin, pp. 404-411, Warsaw, Poland, 2014.
  25. Reyhan Aydoğan, Julia C. Lo, Sebastiaan A. Meijer and Catholijn M. Jonker, “Modeling Network Controller Decisions Based Upon Situation Awareness Through Agent-based Negotiation Systems“, In Proceedings of the 44th Annual, International Conference of the International Simulation and Gaming Association, Stockholme, 2013.
  26. Wietske Visser, Reyhan Aydoğan, Koen Hindriks, and Catholijn Jonker, “A Framework for Qualitative Multi-Criteria Preferences”, In Proceedings of the Forth International Conference on Agents and Artificial Intelligence (ICAART 2012), pp. 243–248, Portugal, 2012.
  27. Reyhan Aydoğan and Pınar Yolum, “Effective Negotiation with Partial Preference Information”, In Proceedings of the Ninth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), pp. 1605-1606, Toronto, Canada, 2010.
  28. Reyhan Aydoğan and Pınar Yolum, “Ontology-Based Learning for Negotiation”, In Proceedings of IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT), pp. 177-184, Milan, Italy, 2009.
  29. Reyhan Aydoğan and Pınar Yolum, “Learning Disjunctive Preferences for Negotiating Effectively”, In Proceedings of the Eighth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), pp. 1201-1202, Budapest, Hungary, 2009.
  30. Reyhan Aydoğan and Hande Zırtıloğlu, “A Graph-Based Web Service Composition Technique Using Ontological Information”, In Proceedings of IEEE International Conference on Web Services (ICWS), pp. 1154-1155, 2007.
  31. Reyhan Aydoğan and Pınar Yolum, “Learning Consumer Preferences Using Semantic Similarity”, In Proceedings of  the Sixth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), pp. 1293-1300, Honolulu, Hawaii, May, 2007.

 Workshop Publications (Peer reviewed):

  1. Davide Calvaresi, Giovanni Ciatt, Amro Najjar, Reyhan Aydoğan, Leon Van der Torre, Andrea Omicini, and Michael Schumache, “Expectation: Personalized Explainable Artificial Intelligence for Decentralized Agents with Heterogeneous Knowledge”,  In: Calvaresi D., Najjar A., Winikoff M., Främling K. (eds) Explainable and Transparent AI and Multi-Agent Systems. EXTRAAMAS 2021. Lecture Notes in Computer Science, vol 12688. Springer, Cham., pp. pp 331-343, 2021.
  2. Onat Güngör, Umut Çakan, Reyhan Aydoğan and Pınar Öztürk, “Effect of Awareness of Other Side’s Gain on Negotiation Outcome, Emotion, Argument and Bidding Behavior”, In Aydoğan et al. (eds), Recent Advances in Agent-based Negotiation, pp. 3-20, 2021.
  3. Reyhan Aydoğan, Onur Keskin and Umut Çakan, “Let’s negotiate with Jennifer! Towards a Speech-based Human-Robot Negotiation”,  In Ito, T., Zhang, M.  and Aydoğan (eds), Advances in Automated Negotiations, pp. 3-16, 2020
  4.  Reyhan Aydoğan, Katsuhide Fujita, Tim Baarslag, Catholijn M. Jonker and Takayuki Ito, “ANAC 2017: Repeated Multilateral Negotiation League“, In Ito, T., Zhang, M.  and Aydoğan (eds), Advances in Automated Negotiations, pp.101- 115, 2020.
  5.  Catholijn M. Jonker and Reyhan Aydoğan, “Deniz: A Robust Bidding Strategy for Negotiation Support Systems“, In Ito, T., Zhang, M.  and Aydoğan (eds), Advances in Automated Negotiations, pp.29-44, 2020.
  6. Sanchez-Anguix V., Aydoğan R., Baarslag T., Jonker C.M.  Can We Reach Pareto Optimal Outcomes Using Bottom-Up Approaches?. In: Aydoğan R., Baarslag T., Gerding E., Jonker C., Julian V., Sanchez-Anguix V. (eds) Conflict Resolution in Decision Making. COREDEMA 2016. Lecture Notes in Computer Science, vol 10238. Springer, pp. 19-35., 2017.
  7. Fujita, K., Aydoğan, R., Baarslag, T., Hindriks, K., Ito, T., and Jonker, C. M.  The Sixth Automated Negotiating Agents Competition (ANAC 2015). In Fujita, K, Bai, Q, Ito, T, Zhang, M, Ren, F, Aydoğan, R, & Hadfi, R(Eds.), Modern Approaches to Agent-based Complex Automated Negotiation, 2017.
  8. Reyhan Aydoğan, David Festen,Koen Hindriks,  and C. M. Jonker, “Alternating Offers Protocol for Multilateral Negotiation”, In K. Fujita, Q. Bai, T. Ito, M. Zhang, F. Ren, R. Aydoğan & R. Hadfi (Editors). Modern Approaches to Agent-based Complex Automated Negotiation, Springer Japan, pp. 153-167, 2017.
  9.  Reyhan Aydoğan, Catholijn M. Jonker, Katsuhide Fujita, Tim Baarslag, Takayuki Ito, Rafik Hadfi, and Kohei Hayakawa. A Baseline for Nonlinear Bilateral Negotiations: The full results of the agents competing in ANAC 2014. In Faria N. Mofakham (editor).  Frontiers in Artificial Intelligence: Intelligent Computational Systems, Bentham Science Publishers, pp. 96-122, 2017.
  10.  Katsuhide Fujita, Reyhan Aydoğan, Tim Baarslag, Takayuki Ito, and Catholijn M. Jonker, “The Fifth Automated Negotiating Agents Competition (ANAC 2014)”, In Fukuta, N, Ito, T, Zhang, M, Fujita, K, & Robu, V (Editors.), Recent Advances in Agent-based Complex Automated Negotiation, pp. 211- 224, Springer, 2016.
  11. Reyhan Aydoğan, Koen  Hindriks, and Jonker, Catholijn Jonker, “Multilateral Mediated Negotiation Protocols with Feedback”, In I. Marsa-Maestre, M. A. Lopez-Carmona, I. Takayuki, M. Zhang, Q. Bai and K. Fujita (editors).  Novel Insights in Agent based Complex Automated Negotiation, Studies in Computational Intelligence, p. 43-59, Springer Japan, 2014.
  12. Victor Sanchez-Anguix, Reyhan Aydoğan,  Vincente Julian, and Catholijn Jonker, “Analysis of Intra-Team Strategies for Teams Negotiating Against Competitor, Matchers, and Conceders”, In I. Marsa-Maestre, M. A. Lopez-Carmona, I. Takayuki, M. Zhang, Q. Bai and K. Fujita (editors).  Novel Insights in Agent based Complex Automated Negotiation, Studies in Computational Intelligence, p. 3-22, Springer Japan, 2014.
  13. Sergio Esparcia, Victor Sanchez-Anguix, and Reyhan Aydogan, “A Negotiation Approach for Energy-aware Room Allocation Systems”, J. M. Corchado, J. Bajo, J. Kozlak, P. Pawlewski, J. M, Molina, R.A. Silveira, R. Unland, and S. Giroux (editors). Highlights on Practical Applications of Agents and Multi-Agent Systems Communications in Computer and Information Science Volume 365,  pp. 280-291, 2013.
  14. Reyhan Aydoğan, Tim Baarslag, Koen Hindriks, Catholijn M. Jonker, and Pınar Yolum,  “Heuristic-based Approaches for CP-nets in Negotiation”,  In I. Takayuki, Z. Minjie, R. Valentin and M. Tokuro (editors), Complex Automated Negotiations: Theories, Models, and Software Competitions, Vol. 435 of Studies in Computational Intelligence, pp. 113-123. Springer Berlin Heidelberg , 2013.
  15. Reyhan Aydoğan and Pınar Yolum, “The Effect of Preference Representation on Learning Preferences in Negotiation”, In T. Ito, M. Zhang, V. Robu, S. Fatima, and T. Matsuo (editors), New Trends in Agent-Based Complex Automated Negotiations. Volume 383 of Studies in Computational Intelligence, pp. 3-20. Springer Berlin Heidelberg, 2012.
  16. Reyhan Aydoğan, Nuri Taşdemir and Pınar Yolum, “Reasoning and Negotiating with Complex Preferences Using CP-nets”, Aalst, W., J. Mylopoulos, N. M. Sadeh, M. J. Shaw, C. Szyperski, W. Ketter, H. Poutr, N. Sadeh, O. Shehory, and W. Walsh (editors), Agent-Mediated Electronic Commerce and Trading Agent Design and Analysis, Vol. 44 of Lecture Notes in Business Information Processing, pp. 15–28, Springer Berlin Heidelberg, 2010.

 

 Thesis:

  1.  Reyhan Aydoğan, “Content-Oriented Negotiation in E-commerce”, M.S. Thesis, Boğaziçi University, Turkey, 2006.
  2. Reyhan Aydoğan, “Negotiating with Qualitative Preferences: Methods for Generating Bids Effectively”, Ph.D. Thesis, Boğaziçi University, Turkey, 2011.

 Publications for General Audience:

Catholijn Jonker and Reyhan Aydoğan, “Onderhandelingstechniek cruciaal bij cloudcomputing”, AutomatiseringGids (A Dutch Magazine), 2012.

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