Projects per year
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Projects
- 1 Finished
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Eurostars E! 11582 PADS (Programmatic Advertising Decision System)
Kaymak, U. & Refaei Afshar, R.
1/10/17 → 30/09/20
Project: Research direct
Research output
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Maximizing revenue for publishers using header bidding and ad exchange auctions
Rhuggenaath, J., Afshar, R. R., Akcay, A., Zhang, Y., Kaymak, U., Çolak, F. & Tanyerli, M., Mar 2021, In : Operations Research Letters. 49, 2, p. 250-256 7 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
A State Aggregation Approach for Solving Knapsack Problem with Deep Reinforcement Learning
Refaei Afshar, R., Zhang, Y., Firat, M. & Kaymak, U., 2020, Proceedings of The 12th Asian Conference on Machine Learning (ACML2020). p. 81-96 (Proceedings of Machine Learning Research; vol. 129).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile87 Downloads (Pure) -
A State Aggregation Approach for Solving Knapsack Problem with Deep Reinforcement Learning
Refaei Afshar, R., Zhang, Y., Firat, M. & Kaymak, U., 25 Apr 2020, In : arXiv. 17 p., 2004.12117.Research output: Contribution to journal › Article › Academic
Open AccessFile24 Downloads (Pure) -
Predicting Water Pipe Failures with a Recurrent Neural Hawkes Process Model
Verheugd, J. T., de O. da Costa, P. R., Refaei Afshar, R., Zhang, Y. & Boersma, S., 14 Dec 2020, 2020 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2020. Institute of Electrical and Electronics Engineers, p. 2628-2633 6 p. 9282941Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile -
Reserve price optimization with header bidding and Ad Exchange
Refaei Afshar, R., Zhang, Y., Firat, M., Kaymak, U., Izzet Metin, A., Tarakcioglu, G. & Baş, C., 14 Dec 2020, 2020 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2020. Institute of Electrical and Electronics Engineers, p. 830-835 6 p. 9283479Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile
Prizes
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Best Student Paper Award
Refaei Afshar, Reza (Recipient), Zhang, Yingqian (Recipient), Firat, Murat (Recipient) & Kaymak, Uzay (Recipient), 21 Feb 2019
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
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