Improved Inventory Targets in the Presence of Limited Historical Demand Data. - Alp Akcay; Bahar Biller; Sridhar R. Tayur (Manuf. Serv. Oper. Manag., 2011)

A simulation-based approach to statistical inventory management. - Alp Akcay (WSC, 2012)

A simulation-based approach to capturing autocorrelated demand parameter uncertainty in inventory management. - Alp Akcay; Bahar Biller; Sridhar R. Tayur (WSC, 2012)

Near optimality guarantees for data-driven newsvendor with temporally dependent demand: A Monte Carlo approach. - Alp Akcay; Bahar Biller; Sridhar R. Tayur (WSC, 2013)

Quantifying input uncertainty in an assemble-to-order system simulation with correlated input variables of mixed types. - Alp Akcay; Bahar Biller (WSC, 2014)

A simulation-based support tool for data-driven decision making: operational testing for dependence modeling. - Bahar Biller; Alp Akcay; Canan G. Corlu; Sridhar R. Tayur (WSC, 2014)

Stochastic simulation under input uncertainty for contract-manufacturer selection in pharmaceutical industry. - Alp Akcay; Tugce G. Martagan (WSC, 2016)

Simulation-based production planning for engineer-to-order systems with random yield. - Alp Akcay; Tugce G. Martagan (WSC, 2017)

Simulation of inventory systems with unknown input models: a data-driven approach. - Alp Akcay; Canan G. Corlu (Int. J. Prod. Res., 2017)

A Hybrid Genetic Algorithm for Parallel Machine Scheduling at Semiconductor Back-End Production. - Jelle Adan; Ivo J. B. F. Adan; Alp Akcay; Rick Van den Dobbelsteen; Joep Stokkermans (ICAPS, 2018)

Learning fuzzy decision trees using integer programming. - Jason Rhuggenaath; Yingqian Zhang 001; Alp Akcay; Uzay Kaymak; Sicco Verwer (FUZZ-IEEE, 2018)

Re-Enactment simulation for Buffer Size Optimization in semiconductor Back-End production. - Jelle Adan; Stephan Sneijders; Alp Akcay; Ivo J. B. F. Adan (WSC, 2018)

Risk Assessment in pharmaceutical supply Chains under unknown input-Model parameters. - Alp Akcay; Tugce G. Martagan; Canan G. Corlu (WSC, 2018)

The Benefits of State Aggregation with Extreme-Point Weighting for Assemble-to-Order Systems. - Emre Nadar; Alp Akcay; Mustafa Akan; Alan Scheller-Wolf (Oper. Res., 2018)

Input uncertainty in stochastic simulations in the presence of dependent discrete input variables. - Alp Akcay; Bahar Biller (J. Simulation, 2018)

A PSO-based Algorithm for Reserve Price Optimization in Online Ad Auctions. - Jason Rhuggenaath; Alp Akcay; Yingqian Zhang 001; Uzay Kaymak (CEC, 2019)

Optimizing reserve prices for publishers in online ad auctions. - Jason Rhuggenaath; Alp Akcay; Yingqian Zhang 001; Uzay Kaymak (CIFEr, 2019)

Fuzzy Logic based Pricing combined with Adaptive Search for Reserve Price Optimization in Online Ad Auctions. - Jason Rhuggenaath; Alp Akcay; Yingqian Zhang 001; Uzay Kaymak (FUZZ-IEEE, 2019)

Data-Driven Policy on Feasibility Determination for the Train Shunting Problem. - Paulo Roberto de Oliveira da Costa; Jason Rhuggenaath; Yingqian Zhang 001; Alp Akcay; Wan-Jui Lee; Uzay Kaymak (ECML/PKDD (3), 2019)

A heuristic policy for dynamic pricing and demand learning with limited price changes and censored demand. - Jason Rhuggenaath; Paulo Roberto de Oliveira da Costa; Alp Akcay; Yingqian Zhang 001; Uzay Kaymak (SMC, 2019)

Wafer-to-Order Allocation in Semiconductor Back-End Production. - Patrick Cruysen; Jelle Adan; Joep Stokkermans; Ivo J. B. F. Adan; Alp Akcay (WSC, 2019)

Stochastic Simulation Model Development for Biopharmaceutical Production Process Risk Analysis and Stability Control. - Bo Wang; Wei Xie; Tugce G. Martagan; Alp Akcay; Canan G. Corlu (WSC, 2019)

Optimal display-ad allocation with guaranteed contracts and supply side platforms. - Jason Rhuggenaath; Alp Akcay; Yingqian Zhang 001; Uzay Kaymak (Comput. Ind. Eng., 2019)

Learning 2-opt Heuristics for the Traveling Salesman Problem via Deep Reinforcement Learning. - Paulo R. de O. da Costa; Jason Rhuggenaath; Yingqian Zhang 001; Alp Akcay (ACML, 2020)

Dynamic Pricing Using Thompson Sampling with Fuzzy Events. - Jason Rhuggenaath; Paulo Roberto de Oliveira da Costa; Yingqian Zhang 001; Alp Akcay; Uzay Kaymak (IPMU (1), 2020)

Low-Regret Algorithms for Strategic Buyers with Unknown Valuations in Repeated Posted-Price Auctions. - Jason Rhuggenaath; Paulo Roberto de Oliveira da Costa; Yingqian Zhang 001; Alp Akcay; Uzay Kaymak (ECML/PKDD (2), 2020)

Algorithms for slate bandits with non-separable reward functions. - Jason Rhuggenaath; Alp Akcay; Yingqian Zhang 001; Uzay Kaymak (CoRR, 2020)

Remaining useful lifetime prediction via deep domain adaptation. - Paulo Roberto de Oliveira da Costa; Alp Akcay; Yingqian Zhang 001; Uzay Kaymak (Reliab. Eng. Syst. Saf., 2020)

Learning 2-opt Local Search from Heuristics as Expert Demonstrations. - Paulo da Costa 001; Yingqian Zhang 001; Alp Akcay; Uzay Kaymak (IJCNN, 2021)

Relation Representation Learning for Special Cargo Ontology. - Vahideh Reshadat; Alp Akcay; Kalliopi Zervanou; Yingqian Zhang 001; Eelco de Jong (SSCI, 2021)

Reinforcement Learning under Model Risk for Biomanufacturing Fermentation Control. - Bo Wang; Wei Xie; Tugce G. Martagan; Alp Akcay (CoRR, 2021)

Machine tools with hidden defects: Optimal usage for maximum lifetime value. - Alp Akcay; Engin Topan; Geert-Jan van Houtum (IISE Trans., 2021)

Optimal production decisions in biopharmaceutical fill-and-finish operations. - Tugce G. Martagan; Alp Akcay; Maarten Koek; Ivo Adan (IISE Trans., 2021)

Maximizing revenue for publishers using header bidding and ad exchange auctions. - Jason Rhuggenaath; Reza Refaei Afshar; Alp Akcay; Yingqian Zhang 001; Uzay Kaymak; Fatih Çolak; Muratcan Tanyerli (Oper. Res. Lett., 2021)

Learning 2-Opt Heuristics for Routing Problems via Deep Reinforcement Learning. - Paulo da Costa 001; Jason Rhuggenaath; Yingqian Zhang 001; Alp Akcay; Uzay Kaymak (SN Comput. Sci., 2021)

Knowledge Modeling and Incident Analysis for Special Cargo. - Vahideh Reshadat; Tess Kolkman; Kalliopi Zervanou; Yingqian Zhang 001; Alp Akçay; Carlijn Snijder; Ryan McDonnell; Karel Schorer; Casper Wichers; Thomas Koch 005; Elenna R. Dugundji; Eelco de Jong (Technologies and Applications for Big Data Value, 2022)

Autonomous Scheduling in Semiconductor Back-End Manufacturing. - Jelle Adan; Alp Akcay; John W. Fowler; Marc Albers; Michael Geurtsen (WSC, 2022)

An alert-assisted inspection policy for a production process with imperfect condition signals. - Alp Akcay (Eur. J. Oper. Res., 2022)

Age-based maintenance under population heterogeneity: Optimal exploration and exploitation. - Ipek Dursun; Alp Akcay; Geert-Jan van Houtum (Eur. J. Oper. Res., 2022)

A matheuristic for AGV scheduling with battery constraints. - Nitish Singh; Quang-Vinh Dang 002; Alp Akcay; Ivo Adan; Tugce G. Martagan (Eur. J. Oper. Res., 2022)

Setting Reserve Prices in Second-Price Auctions with Unobserved Bids. - Jason Rhuggenaath; Alp Akcay; Yingqian Zhang 001; Uzay Kaymak (INFORMS J. Comput., 2022)

On-Demand and Model-Driven Case Building Based on Distributed Data Sources. - Mark van der Pas; Remco M. Dijkman; Alp Akçay; Ivo Adan; John Walker (ICCBR, 2023)

Maintenance and Operations of Manufacturing Digital Twins. - Alp Akcay; Stephan Biller; Boon Ping Gan; Christoph Laroque; Guodong Shao (WSC, 2023)

Simulation-Based AGV Management with a Linear Dispatching Rule. - Nitish Singh; Jeroen B. H. C. Didden; Alp Akcay; Tugce G. Martagan; Ivo J. B. F. Adan (WSC, 2023)

Policies for the dynamic traveling maintainer problem with alerts. - Paulo da Costa 001; Peter Verleijsdonk; Simon Voorberg; Alp Akcay; Stella Kapodistria; Willem van Jaarsveld; Yingqian Zhang 001 (Eur. J. Oper. Res., 2023)

SCRE: special cargo relation extraction using representation learning. - Vahideh Reshadat; Alp Akcay; Kalliopi Zervanou; Yingqian Zhang 001; Eelco de Jong (Neural Comput. Appl., 2023)

Leveraging Machine Signals for Device-Level Quality Detection and Automatic Root Cause Analysis in Semiconductor Wire Bonding. - Kenneth J. Braakman; D. Martin Knotter; Alp Akcay; Ivo Adan (WSC, 2024)

Aggregated Simulation Modeling to Assess Product-Specific Safety Stock Targets During Market Up- and Downswings: A Case Study. - Cas Rosman; Eric Weijers; Kai Schelthoff; Willem van Jaarsveld; Alp Akcay; Ivo Adan (WSC, 2024)

Spare parts recommendation for corrective maintenance of capital goods considering demand dependency. - Ipek Dursun; Anastasiia Grishina; Alp Akcay; Geert-Jan van Houtum (Eur. J. Oper. Res., 2024)

Real-Time Data-Driven Maintenance Logistics: A Public-Private Collaboration. - Willem van Jaarsveld; Alp Akçay; Laurens Bliek; Paulo da Costa 001; Mathijs de Weerdt; Rik Eshuis; Stella Kapodistria; Uzay Kaymak; Verus Pronk; Geert-Jan van Houtum; Peter Verleijsdonk; Sicco Verwer; et al. (Commit2Data, 2024)

Dispatching AGVs with battery constraints using deep reinforcement learning. - Nitish Singh; Alp Akcay; Quang-Vinh Dang 002; Tugce G. Martagan; Ivo Adan (Comput. Ind. Eng., 2024)

A Reference Model and Patterns for Production Event Data Enrichment. - Mark van der Pas; Remco M. Dijkman; Alp Akçay; Ivo Adan; John Walker (CoRR, 2025)