Research output per year
Research output per year
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Dive into the research topics where Vedat Dogan is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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A Fully Bayesian Approach to Bilevel Problems
Dogan, V., Prestwich, S. & O’Sullivan, B., 2025, Algorithmic Decision Theory - 8th International Conference, ADT 2024, Proceedings. Freeman, R. & Mattei, N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 144-159 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15248 LNAI).Research output: Chapter in Book/Report/Conference proceedings › Conference proceeding › peer-review
Open Access -
A Graph Neural Network-Based Role Classification in Criminal Networks
Dogan, V., Prestwich, S. & O’Sullivan, B., 2025, International Conference on Computational Science and Computational Intelligence. p. 142-157 16 p. (Communications in Computer and Information Science ((CCIS,volume 2510))).Research output: Chapter in Book/Report/Conference proceedings › Conference proceeding › peer-review
Open Access -
Counterterrorism Planning by Multi-objective Multi-agent Reinforcement Learning
Prestwich, S., Dogan, V. & O’Sullivan, B., 2025, Computational Science and Computational Intelligence - 11th International Conference, CSCI 2024, Proceedings. Arabnia, H. R., Deligiannidis, L., Shenavarmasouleh, F., Amirian, S. & Ghareh Mohammadi, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 51-63 13 p. (Communications in Computer and Information Science; vol. 2510 CCIS).Research output: Chapter in Book/Report/Conference proceedings › Conference proceeding › peer-review
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BHO-MA: Bayesian Hyperparameter Optimization with Multi-objective Acquisition
Dogan, V. & Prestwich, S., 2024, Optimization, Learning Algorithms and Applications - 3rd International Conference, OL2A 2023, Revised Selected Papers. Pereira, A. I., Fernandes, F. P., Coelho, J. P., Mendes, A., Pacheco, M. F. & Lima, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 391-408 18 p. (Communications in Computer and Information Science; vol. 1981 CCIS).Research output: Chapter in Book/Report/Conference proceedings › Chapter › peer-review
Open Access -
Bilevel Optimization by Conditional Bayesian Optimization
Dogan, V. & Prestwich, S., 2024, Machine Learning, Optimization, and Data Science - 9th International Conference, LOD 2023. Nicosia, G., Ojha, V., La Malfa, E., La Malfa, G., Pardalos, P. M. & Umeton, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 243-258 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14505 LNCS).Research output: Chapter in Book/Report/Conference proceedings › Chapter › peer-review
Open Access
Press/Media
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Study Data from University College Cork Update Knowledge of Algorithms (Multi-Objective BiLevel Optimization by Bayesian Optimization)
12/04/24
1 item of Media coverage
Press/Media