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Publication search results
found 59 matches
- 2024
- Nitish Singh, Alp Akcay, Quang-Vinh Dang, Tugce G. Martagan, Ivo Adan:
Dispatching AGVs with battery constraints using deep reinforcement learning. Comput. Ind. Eng. 187: 109678 (2024) - Ipek Dursun, Anastasiia Grishina, Alp Akcay, Geert-Jan van Houtum:
Spare parts recommendation for corrective maintenance of capital goods considering demand dependency. Eur. J. Oper. Res. 318(1): 71-86 (2024) - 2023
- Paulo da Costa, Peter Verleijsdonk, Simon Voorberg, Alp Akcay, Stella Kapodistria, Willem van Jaarsveld, Yingqian Zhang:
Policies for the dynamic traveling maintainer problem with alerts. Eur. J. Oper. Res. 305(3): 1141-1152 (2023) - Vahideh Reshadat, Alp Akcay, Kalliopi Zervanou, Yingqian Zhang, Eelco de Jong:
SCRE: special cargo relation extraction using representation learning. Neural Comput. Appl. 35(25): 18783-18801 (2023) - Mark van der Pas, Remco M. Dijkman, Alp Akçay, Ivo Adan, John Walker:
On-Demand and Model-Driven Case Building Based on Distributed Data Sources. ICCBR 2023: 69-84 - Tunahan Bozkan, Alperen Sayar, Seyit Ertugrul, Tuna Çakar, Ahmet Akçay:
Transaction Volume Estimation in Financial Markets with LSTM. SIU 2023: 1-4 - Alp Akcay, Stephan Biller, Boon Ping Gan, Christoph Laroque, Guodong Shao:
Maintenance and Operations of Manufacturing Digital Twins. WSC 2023: 1888-1899 - Nitish Singh, Jeroen B. H. C. Didden, Alp Akcay, Tugce G. Martagan, Ivo J. B. F. Adan:
Simulation-Based AGV Management with a Linear Dispatching Rule. WSC 2023: 1960-1971 - 2022
- Alp Akcay:
An alert-assisted inspection policy for a production process with imperfect condition signals. Eur. J. Oper. Res. 298(2): 510-525 (2022) - Ipek Dursun, Alp Akcay, Geert-Jan van Houtum:
Age-based maintenance under population heterogeneity: Optimal exploration and exploitation. Eur. J. Oper. Res. 301(3): 1007-1020 (2022) - Nitish Singh, Quang-Vinh Dang, Alp Akcay, Ivo Adan, Tugce G. Martagan:
A matheuristic for AGV scheduling with battery constraints. Eur. J. Oper. Res. 298(3): 855-873 (2022) - Jason Rhuggenaath, Alp Akcay, Yingqian Zhang, Uzay Kaymak:
Setting Reserve Prices in Second-Price Auctions with Unobserved Bids. INFORMS J. Comput. 34(6): 2950-2967 (2022) - Jelle Adan, Alp Akcay, John W. Fowler, Marc Albers, Michael Geurtsen:
Autonomous Scheduling in Semiconductor Back-End Manufacturing. WSC 2022: 3489-3500 - Vahideh Reshadat, Tess Kolkman, Kalliopi Zervanou, Yingqian Zhang, Alp Akçay, Carlijn Snijder, Ryan McDonnell, Karel Schorer, Casper Wichers, Thomas Koch, Elenna R. Dugundji, Eelco de Jong:
Knowledge Modeling and Incident Analysis for Special Cargo. Technologies and Applications for Big Data Value 2022: 519-544 - 2021
- Alp Akcay, Engin Topan, Geert-Jan van Houtum:
Machine tools with hidden defects: Optimal usage for maximum lifetime value. IISE Trans. 53(1): 74-87 (2021) - Tugce G. Martagan, Alp Akcay, Maarten Koek, Ivo Adan:
Optimal production decisions in biopharmaceutical fill-and-finish operations. IISE Trans. 53(2): 149-163 (2021) - Jason Rhuggenaath, Reza Refaei Afshar, Alp Akcay, Yingqian Zhang, Uzay Kaymak, Fatih Çolak, Muratcan Tanyerli:
Maximizing revenue for publishers using header bidding and ad exchange auctions. Oper. Res. Lett. 49(2): 250-256 (2021) - Paulo da Costa, Jason Rhuggenaath, Yingqian Zhang, Alp Akcay, Uzay Kaymak:
Learning 2-Opt Heuristics for Routing Problems via Deep Reinforcement Learning. SN Comput. Sci. 2(5): 388 (2021) - Paulo da Costa, Yingqian Zhang, Alp Akcay, Uzay Kaymak:
Learning 2-opt Local Search from Heuristics as Expert Demonstrations. IJCNN 2021: 1-8 - Vahideh Reshadat, Alp Akcay, Kalliopi Zervanou, Yingqian Zhang, Eelco de Jong:
Relation Representation Learning for Special Cargo Ontology. SSCI 2021: 1-8 - Bo Wang, Wei Xie, Tugce G. Martagan, Alp Akcay:
Reinforcement Learning under Model Risk for Biomanufacturing Fermentation Control. CoRR abs/2101.03735 (2021) - Paulo da Costa, Peter Verleijsdonk, Simon Voorberg, Alp Akcay, Stella Kapodistria, Willem van Jaarsveld, Yingqian Zhang:
Policies for the Dynamic Traveling Maintainer Problem with Alerts. CoRR abs/2105.15119 (2021) - 2020
- Paulo Roberto de Oliveira da Costa, Alp Akcay, Yingqian Zhang, Uzay Kaymak:
Remaining useful lifetime prediction via deep domain adaptation. Reliab. Eng. Syst. Saf. 195: 106682 (2020) - Paulo R. de O. da Costa, Jason Rhuggenaath, Yingqian Zhang, Alp Akcay:
Learning 2-opt Heuristics for the Traveling Salesman Problem via Deep Reinforcement Learning. ACML 2020: 465-480 - Jason Rhuggenaath, Paulo Roberto de Oliveira da Costa, Yingqian Zhang, Alp Akcay, Uzay Kaymak:
Dynamic Pricing Using Thompson Sampling with Fuzzy Events. IPMU (1) 2020: 653-666 - Jason Rhuggenaath, Paulo Roberto de Oliveira da Costa, Yingqian Zhang, Alp Akcay, Uzay Kaymak:
Low-Regret Algorithms for Strategic Buyers with Unknown Valuations in Repeated Posted-Price Auctions. ECML/PKDD (2) 2020: 416-436 - Paulo R. de O. da Costa, Jason Rhuggenaath, Yingqian Zhang, Alp Akcay:
Learning 2-opt Heuristics for the Traveling Salesman Problem via Deep Reinforcement Learning. CoRR abs/2004.01608 (2020) - Jason Rhuggenaath, Alp Akcay, Yingqian Zhang, Uzay Kaymak:
Algorithms for slate bandits with non-separable reward functions. CoRR abs/2004.09957 (2020) - 2019
- Jason Rhuggenaath, Alp Akcay, Yingqian Zhang, Uzay Kaymak:
Optimal display-ad allocation with guaranteed contracts and supply side platforms. Comput. Ind. Eng. 137 (2019) - Paulo Roberto de Oliveira da Costa, Jason Rhuggenaath, Yingqian Zhang, Alp Akcay, Wan-Jui Lee, Uzay Kaymak:
Data-Driven Policy on Feasibility Determination for the Train Shunting Problem. BNAIC/BENELEARN 2019
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