Bouarfa, S., Aydoğan, R., & Sharpanskykh, A. (2021). Formal modelling and verification of a multi-agent negotiation approach for airline operations control. Journal of Reliable Intelligent Environments.

  Decision Making, Agent-based Negotiation


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Aydoğan, R., Keskin, O., & Çakan, U. (2021). Let’s Negotiate with Jennifer! Towards a Speech-Based Human-Robot Negotiation. In T. Ito, M. Zhang, & R. Aydoğan (Eds.), Advances in Automated Negotiations (pp. 3–16). Springer Singapore.

  Human-Agent Interaction, Preference Modeling and Reasoning, Agent-based Negotiation


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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.

Agent-based Negotiation, Human-Agent Negotiation, Preference Modeling and Reasoning


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Victor Sanchez-Anguix, Okan Tunalı, Reyhan Aydoğan and Vincente Julian, “Can social agents efficiently perform in automated negotiation?”, Applied Science, 11(13):6022, 2021.

 Decision Making, Agent-based Negotiation, Preference Modeling and Reasoning


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Demet Ayvaz, Reyhan Aydoğan, M. Tolga Akçura, and Murat Şensoy, “Campaign Participation Prediction with Deep Learning“, Electronic Commerce Research and Applications, Accepted, May 2021.

Machine Learning


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Jonker, C. M., & Aydoğan, R. (2021). Deniz: A Robust Bidding Strategy for Negotiation Support Systems. In Advances in Automated Negotiations (pp. 29–44). Springer Singapore.

   Human-Agent Negotiation, Decision Making


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Bouarfa, S., Aydoğan, R., & Sharpanskykh, A. (2021). Formal modelling and verification of a multi-agent negotiation approach for airline operations control. Journal of Reliable Intelligent Environments.

 Decision Making, Agent-based Negotiation, Preference Modeling and Reasoning


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Aydoğan, R., Fujita, K., Baarslag, T., Jonker, C. M., & Ito, T. (2021). ANAC 2017: Repeated Multilateral Negotiation League. In Advances in Automated Negotiations (pp. 101–115). Springer Singapore.

   Agent Competition, Agent-based Negotiation, Machine Learning


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Keskin, M. O., Çakan, U., & Aydoğan, R. (2021). Solver Agent: Towards Emotional and Opponent-Aware Agent for Human-Robot Negotiation. Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems, 1557–1559.

  Human-Agent Interaction, Human-Agent Negotiation, Affective Computing, Decision Making


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Sensoy, M., Saleki, M., Julier, S., Aydogan, R., & Reid, J. (2021). Misclassification Risk and Uncertainty Quantification in Deep Classifiers. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2484–2492.

  


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Bouarfa, S., Doğru, A., Arizar, R., Aydogan, R., & Serafico, J. (2020). Towards Automated Aircraft Maintenance Inspection. A use case of detecting aircraft dents using Mask R-CNN.

  Machine Learning


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Yavuz, C., Süslü, Ç., & Aydogan, R. (2020). Taking Inventory Changes into Account While Negotiating in Supply Chain Management. 94–103.

  Agent Competition, Agent-based Negotiation, Decision Making


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Aydoğan, R., Fujita, K., Baarslag, T., Jonker, C. M., & Ito, T. (2020). ANAC 2018: Repeated Multilateral Negotiation League. In Advances in Artificial Intelligence (pp. 77–89). Springer International Publishing.

   


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Doğru, A.,Bouarfa, S., Arizar, R. and Aydoğan, R. “Using Convolutional Neural Networks to Automate Aircraft Maintenance Visual Inspection“, Aerospace, Application of Multiagent Systems and Artificial Intelligence Techniques in Aviation (Volume II ), 2020.

 Machine Learning, Decision Making


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Razeghi, Y., YAVUZ, O., & Aydoğan, R. (2020). Deep reinforcement learning for acceptance strategy in bilateral negotiations. TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES, 28, 1824–1840.

 Machine Learning, Agent-based Negotiation, Decision Making


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Sensoy, M., Saleki, M., Julier, S., Aydogan, R., & Reid, J. (2020). Not all Mistakes are Equal.

  Machine Learning


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Aydoğan, R., Baarslag, T., Fujita, K., Mell, J., Gratch, J., de Jonge, D., Mohammad, Y., Nakadai, S., Morinaga, S., Osawa, H., Aranha, C., & Jonker, C. M. (2020). Challenges and Main Results of the Automated Negotiating Agents Competition (ANAC) 2019.

  


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Mell, J., Gratch, J., Aydoğan, R., Baarslag, T., & Jonker, C. M. (2019). The Likeability-Success Tradeoff: Results of the 2nd Annual Human-Agent Automated Negotiating Agents Competition. 2019

    


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Jonge, D., Baarslag, T., Aydogan, R., Jonker, C., Fujita, K., & Ito, T. (2019). The Challenge of Negotiation in the Game of Diplomacy (pp. 100–114).

  Agent Competition, Agent-based Negotiation, Decision Making, Strategic Games


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Sanchez-Anguix, V., Chalumuri, R., Aydoğan, R., & Julian, V. (2019). A near Pareto optimal approach to student–supervisor allocation with two sided preferences and workload balance. Applied Soft Computing, 76, 1–15.

  Resource Allocation, Decision Making, Preference Modeling and Reasoning


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Sánchez-Anguix, V., Aydoğan, R., Baarslag, T., & Jonker, C. (2019). Bottom-up approaches to achieve Pareto optimal agreements in group decision making. Knowledge and Information Systems, 1–28.

   


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Çoban, S., Sanchez-Anguix, V., & Aydoğan, R. (2020). Predicting Shuttle Arrival Time in Istanbul. In Distributed Computing and Artificial Intelligence, 16th International Conference (pp. 44–51). Springer International Publishing.

    Machine Learning


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Aydoğan, R., Marsá-Maestre, I., Klein, M., & Jonker, C. (2018). A Machine Learning Approach for Mechanism Selection in Complex Negotiations. Journal of Systems Science and Systems Engineering, 27.

  Machine Learning, Agent-based Negotiation, Decision Making


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Mell, J., Gratch, J., Baarslag, T., Aydoğan, R., & Jonker, C. M. (2018). Results of the First Annual Human-Agent League of the Automated Negotiating Agents Competition. Proceedings of the 18th International Conference on Intelligent Virtual Agents, 23–28.

  Agent Competition, Decision Making, Human-Agent Negotiation


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Jonker, C. M., et. al, (2017). An Introduction to the Pocket Negotiator: A General Purpose Negotiation Support System. In Multi-Agent Systems and Agreement Te

  Agent-based Negotiation, Decision Making, Preference Modeling and Reasoning


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Aydoğan, R., Øzturk, P., & Razeghi, Y. (2017). Negotiation for Incentive Driven Privacy-Preserving Information Sharing. In PRIMA 2017: Principles and Practice of Multi-Agent Systems (pp. 486–494). Springer International Publishing.

  Agent-based Negotiation, Coordination and Cooperation, Decision Making


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Aydoğan, R., Festen, D., Hindriks, K. V., & Jonker, C. M. (2017). Alternating Offers Protocols for Multilateral Negotiation. In Modern Approaches to Agent-based Complex Automated Negotiation (pp. 153–167). Springer International Publishing.

  Agent-based Negotiation


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Güneş, T. D., Arditi, E., & Aydoğan, R. (2017). Collective Voice of Experts in Multilateral Negotiation. In PRIMA 2017: Principles and Practice of Multi-Agent Systems (pp. 450–458). Springer International Publishing.

  Agent-based Negotiation, Decision Making, Agent Competition


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Fujita, K., Aydoğan, R., Baarslag, T., Hindriks, K., Ito, T., & Jonker, C. (2017). The Sixth Automated Negotiating Agents Competition (ANAC 2015). In Modern Approaches to Agent-based Complex Automated Negotiation (pp. 139–151). Springer Publishing

  Agent Competition, Agent-based Negotiation


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Tunalı, O., Aydoğan, R., & Sanchez-Anguix, V. (2017). Rethinking Frequency Opponent Modeling in Automated Negotiation. In PRIMA 2017: Principles and Practice of Multi-Agent Systems (pp. 263–279). Springer International Publishing.

  Opponent Modelling, Decision Making, Agent-based Negotiation, Preference Modeling and Reasoning


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Sanchez-Anguix, V., Aydoğan, R., Baarslag, T., & Jonker, C. M. (2017). Can We Reach Pareto Optimal Outcomes Using Bottom-Up Approaches? In Conflict Resolution in Decision Making (pp. 19–35). Springer International Publishing.

  Decision Making, Agent-based Negotiation


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Dev, O. B., Aydogan, R., & Öztop, E. (2017). Yapay yaşam simülasyonunda hayatta kalmak surviving in artificial life simulation. 2017 25th Signal Processing and Communications Applications Conference (SIU), 1–4.

Agent-based Simulation, Decision Making, Strategic Games


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Fujita, K., Aydoğan, R., Baarslag, T., Ito, T., & Jonker, C. (2016). The Fifth Automated Negotiating Agents Competition (ANAC 2014). In N. Fukuta, T. Ito, M. Zhang, K. Fujita, & V. Robu (Eds.), Recent Advances in Agent-based Complex Automated Negotiation

  Agent Competition, Agent-based Negotiation, Opponent Modelling


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Aydogan, R., Baarslag, T., Jonker, C., Fujita, K., Ito, T., Hadfi, R., & Hayakawa, K. (2016). A baseline for non-linear bilateral negotiations: The full results of the agents competing in ANAC 2014.

  Agent Competition, Agent-based Negotiation


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Baarslag, T., Gerding, E. H., Aydogan, R., & Schraefel, M. C. (2015). Optimal Negotiation Decision Functions in Time-Sensitive Domains. 2015 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology

 Decision Making, Agent-based Negotiation


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Sanchez-Anguix, V., Aydoğan, R., Julian, V., & Jonker, C. M. (2014b). Intra-Team Strategies for Teams Negotiating Against Competitor, Matchers, and Conceders. In Novel Insights in Agent-based Complex Automated Negotiation (pp. 3–22). Springer Japan.

 Preference Modeling and Reasoning, Decision Making, Agent-based Negotiation, Coordination and Cooperation


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Aydoğan, R., Hindriks, K. V., & Jonker, C. M. (2014). Multilateral Mediated Negotiation Protocols with Feedback. , Novel Insights in Agent-based Complex Automated Negotiation (pp. 43–59). Springer Japan.

  Agent-based Negotiation, Decision Making, Preference Modeling and Reasoning


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Aydoğan, R., Sanchez, V., Julian, V., Broekens, J., & Jonker, C. (2014). GUEST EDITORIAL: COMPUTATIONAL APPROACHES FOR CONFLICT RESOLUTION IN DECISION MAKING: NEW ADVANCES AND DEVELOPMENTS. Cybernetics and Systems, 45(3), 217–221.

  Decision Making


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Oey, M., Genç, Z., Ghorbani, A., Aldewereld, H., Brazier, F., Aydogan, R., Jonker, C. M., Timmer, R., & Wijngaards, N. (2014). Modelling Multi-stakeholder Systems: A Case Study. 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI)

  Agent-based Simulation, Decision Making,


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Marsa-Maestre, I., Klein, M., Jonker, C. M., & Aydoğan, R. (2014). From problems to protocols: Towards a negotiation handbook. Decision Support Systems, 60, 39–54.

  Agent-based Negotiation


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Harbers, M., Aydogan, R., Jonker, C. M., & Neerincx, M. A. (2014). Sharing Information in Teams: Giving up Privacy or Compromising on Team Performance? Proceedings of the 2014 International Conference on Autonomous Agents and Multi-Agent Systems, 413–420.

 Coordination and Cooperation, Agent-based Simulation


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Sanchez-Anguix, V., Aydoğan, R., Julian, V., & Jonker, C. (2014a). Unanimously acceptable agreements for negotiation teams in unpredictable domains. Electronic Commerce Research and Applications, 13(4), 243–265.

  Machine Learning, Agent-based Negotiation, Decision Making


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Aydoğan, R., Baarslag, T., Hindriks, K., Jonker, C., & Yolum, P. (2014). Heuristics for using CP-nets in utility-based negotiation without knowing utilities. Knowledge and Information Systems, 45, 357–388.

  Agent-based Negotiation, Decision Making, Preference Modeling and Reasoning


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Aydogan, R., Sharpanskykh, A., & Lo, J. (2014). A Trust-Based Situation Awareness Model.

  Decision Making, Agent-based Simulation


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Aydoğan, R., Baarslag, T., Hindriks, K. V., Jonker, C. M., & Yolum, P. (2013). Heuristic-Based Approaches for CP-Nets in Negotiation. In Complex Automated Negotiations: Theories, Models, and Software Competitions (pp. 113–123). Springer Berlin Heidelberg.

  Preference Modeling and Reasoning, Agent-based Negotiation, Decision Making


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Esparcia, S., Sánchez-Anguix, V., & Aydoğan, R. (2013). A Negotiation Approach for Energy-Aware Room Allocation Systems. In Highlights on Practical Applications of Agents and Multi-Agent Systems (pp. 280–291). Springer Berlin Heidelberg.

  Resource Allocation, Agent-based Negotiation, Decision Making


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Aydoğan, R., & Yolum, P. (2012a). Learning opponent’s preferences for effective negotiation: An approach based on concept learning. Autonomous Agents and Multi-Agent Systems, 24, 104–140.

Agent-based Negotiation, Opponent Modelling, Preference Modeling and Reasoning, Machine Learning, Ontology Reasoning


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Visser, W., Aydoğan, R., Hindriks, K. V., & Jonker, C. M. (2012). A FRAMEWORK FOR QUALITATIVE MULTI-CRITERIA PREFERENCES. Proceedings of the 4th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART, 243–248.

   Preference Modeling and Reasoning


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Aydogan, Reyhan & Yolum, Pinar. (2009). Ontology-Based Learning for Negotiation. Proceedings - 2009 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT 2009. 2. 177-184. 10.1109/WI-IAT.2009.148.

Preference Learning, Ontology Reasoning, Disjunctive Preferences, Negotiation


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Aydoğan, R., & Yolum, P. (2012b). The Effect of Preference Representation on Learning Preferences in Negotiation. In New Trends in Agent-Based Complex Automated Negotiations (pp. 3–20). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-24696-8

  Preference Modeling and Reasoning, Opponent Modelling, Decision Making, Agent-based Negotiation, Machine Learning


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Aydogan, R., & Yolum, P. (2010). Effective Negotiation with Partial Preference Information. Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems: Volume 1 - Volume 1, 1605–1606.

Preference Modeling and Reasoning, Decision Making, Agent-based Negotiation


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Aydoğan, R., Taşdemir, N., & Yolum, P. (2010). Reasoning and Negotiating with Complex Preferences Using CP-Nets. In , Agent-Mediated Electronic Commerce and Trading Agent Design and Analysis (pp. 15–28). Springer Berlin Heidelberg.

  Preference Modeling and Reasoning, Decision Making, Agent-based Negotiation, Opponent Modelling


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Aydogan, R., & Yolum, P. (2009a). Learning disjunctive preferences for negotiating effectively. 1201–1202.

  Ontology Reasoning, Machine Learning, Opponent Modelling, Decision Making, Preference Modeling and Reasoning


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Aydogan, R., & Zirtiloglu, H. (2007). A Graph-Based Web Service Composition Technique Using Ontological Information. IEEE International Conference on Web Services (ICWS 2007), 1154–1155.

  Coordination and Cooperation, Ontology Reasoning


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Aydogan, R., & Yolum, P. (2007). Learning consumer preferences using semantic similarity. Proceedings of the International Conference on Autonomous Agents, 229

  Machine Learning, Preference Modeling and Reasoning, Agent-based Negotiation, Opponent Modelling, Ontology Reasoning


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