Alp Akcay

According to our database, Alp Akcay authored at least 52 papers between 2011 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A Reference Model and Patterns for Production Event Data Enrichment.

Mark van der Pas, Remco M. Dijkman, Alp Akçay, Ivo Adan, John Walker

CoRR, June, 2025

2024

Dispatching AGVs with battery constraints using deep reinforcement learning.

Nitish Singh, Alp Akcay, Quang-Vinh Dang, Tugce G. Martagan, Ivo Adan

Comput. Ind. Eng., January, 2024

Real-Time Data-Driven Maintenance Logistics: A Public-Private Collaboration.

Willem van Jaarsveld, Alp Akçay, Laurens Bliek, Paulo da Costa, Mathijs de Weerdt, Rik Eshuis, Stella Kapodistria, Uzay Kaymak, Verus Pronk, Geert-Jan van Houtum, Peter Verleijsdonk, Sicco Verwer, Simon Voorberg, Yingqian Zhang

Proceedings of the Commit2Data, 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

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

Proceedings of the Winter Simulation Conference, 2024

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

Proceedings of the Winter Simulation Conference, 2024

2023

SCRE: special cargo relation extraction using representation learning.

Vahideh Reshadat, Alp Akcay, Kalliopi Zervanou, Yingqian Zhang, Eelco de Jong

Neural Comput. Appl., September, 2023

Policies for the dynamic traveling maintainer problem with alerts.

Paulo da Costa, Peter Verleijsdonk, Simon Voorberg, Alp Akcay, Stella Kapodistria, Willem van Jaarsveld, Yingqian Zhang

Eur. J. Oper. Res., 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

Proceedings of the Winter Simulation Conference, 2023

Maintenance and Operations of Manufacturing Digital Twins.

Alp Akcay, Stephan Biller, Boon Ping Gan, Christoph Laroque, Guodong Shao

Proceedings of the Winter Simulation Conference, 2023

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

Proceedings of the Case-Based Reasoning Research and Development, 2023

2022

Setting Reserve Prices in Second-Price Auctions with Unobserved Bids.

Jason Rhuggenaath, Alp Akcay, Yingqian Zhang, Uzay Kaymak

INFORMS J. Comput., 2022

A matheuristic for AGV scheduling with battery constraints.

Nitish Singh, Quang-Vinh Dang, Alp Akcay, Ivo Adan, Tugce G. Martagan

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

An alert-assisted inspection policy for a production process with imperfect condition signals.

Alp Akcay

Eur. J. Oper. Res., 2022

Autonomous Scheduling in Semiconductor Back-End Manufacturing.

Jelle Adan, Alp Akcay, John W. Fowler, Marc Albers, Michael Geurtsen

Proceedings of the Winter Simulation Conference, 2022

Knowledge Modeling and Incident Analysis for Special Cargo.

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

Proceedings of the Technologies and Applications for Big Data Value, 2022

2021

Learning 2-Opt Heuristics for Routing Problems via Deep Reinforcement Learning.

Paulo da Costa, Jason Rhuggenaath, Yingqian Zhang, Alp Akcay, Uzay Kaymak

SN Comput. Sci., 2021

Maximizing revenue for publishers using header bidding and ad exchange auctions.

Jason Rhuggenaath, Reza Refaei Afshar, Alp Akcay, Yingqian Zhang, Uzay Kaymak, Fatih Çolak, Muratcan Tanyerli

Oper. Res. Lett., 2021

Optimal production decisions in biopharmaceutical fill-and-finish operations.

Tugce G. Martagan, Alp Akcay, Maarten Koek, Ivo Adan

IISE Trans., 2021

Machine tools with hidden defects: Optimal usage for maximum lifetime value.

Alp Akcay, Engin Topan, Geert-Jan van Houtum

IISE Trans., 2021

Reinforcement Learning under Model Risk for Biomanufacturing Fermentation Control.

Bo Wang, Wei Xie, Tugce G. Martagan, Alp Akcay

CoRR, 2021

Relation Representation Learning for Special Cargo Ontology.

Vahideh Reshadat, Alp Akcay, Kalliopi Zervanou, Yingqian Zhang, Eelco de Jong

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Learning 2-opt Local Search from Heuristics as Expert Demonstrations.

Paulo da Costa, Yingqian Zhang, Alp Akcay, Uzay Kaymak

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Remaining useful lifetime prediction via deep domain adaptation.

Paulo Roberto de Oliveira da Costa, Alp Akcay, Yingqian Zhang, Uzay Kaymak

Reliab. Eng. Syst. Saf., 2020

Algorithms for slate bandits with non-separable reward functions.

Jason Rhuggenaath, Alp Akcay, Yingqian Zhang, Uzay Kaymak

CoRR, 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, Alp Akcay, Uzay Kaymak

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Dynamic Pricing Using Thompson Sampling with Fuzzy Events.

Jason Rhuggenaath, Paulo Roberto de Oliveira da Costa, Yingqian Zhang, Alp Akcay, Uzay Kaymak

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

Learning 2-opt Heuristics for the Traveling Salesman Problem via Deep Reinforcement Learning.

Paulo R. de O. da Costa, Jason Rhuggenaath, Yingqian Zhang, Alp Akcay

Proceedings of The 12th Asian Conference on Machine Learning, 2020

2019

Optimal display-ad allocation with guaranteed contracts and supply side platforms.

Jason Rhuggenaath, Alp Akcay, Yingqian Zhang, Uzay Kaymak

Comput. Ind. Eng., 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

Proceedings of the 2019 Winter Simulation Conference, 2019

Wafer-to-Order Allocation in Semiconductor Back-End Production.

Patrick Cruysen, Jelle Adan, Joep Stokkermans, Ivo J. B. F. Adan, Alp Akcay

Proceedings of the 2019 Winter Simulation Conference, 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, Uzay Kaymak

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Fuzzy Logic based Pricing combined with Adaptive Search for Reserve Price Optimization in Online Ad Auctions.

Jason Rhuggenaath, Alp Akcay, Yingqian Zhang, Uzay Kaymak

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Optimizing reserve prices for publishers in online ad auctions.

Jason Rhuggenaath, Alp Akcay, Yingqian Zhang, Uzay Kaymak

Proceedings of the IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2019

A PSO-based Algorithm for Reserve Price Optimization in Online Ad Auctions.

Jason Rhuggenaath, Alp Akcay, Yingqian Zhang, Uzay Kaymak

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Data-Driven Policy on Feasibility Determination for the Train Shunting Problem.

Paulo Roberto de Oliveira da Costa, Jason Rhuggenaath, Yingqian Zhang, Alp Akcay, Wan-Jui Lee, Uzay Kaymak

Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

2018

Input uncertainty in stochastic simulations in the presence of dependent discrete input variables.

Alp Akcay, Bahar Biller

J. Simulation, 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

Risk Assessment in pharmaceutical supply Chains under unknown input-Model parameters.

Alp Akcay, Tugce G. Martagan, Canan G. Corlu

Proceedings of the 2018 Winter Simulation Conference, 2018

Re-Enactment simulation for Buffer Size Optimization in semiconductor Back-End production.

Jelle Adan, Stephan Sneijders, Alp Akcay, Ivo J. B. F. Adan

Proceedings of the 2018 Winter Simulation Conference, 2018

Learning fuzzy decision trees using integer programming.

Jason Rhuggenaath, Yingqian Zhang, Alp Akcay, Uzay Kaymak, Sicco Verwer

Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

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

Proceedings of the Twenty-Eighth International Conference on Automated Planning and Scheduling, 2018

2017

Simulation of inventory systems with unknown input models: a data-driven approach.

Alp Akcay, Canan G. Corlu

Int. J. Prod. Res., 2017

Simulation-based production planning for engineer-to-order systems with random yield.

Alp Akcay, Tugce G. Martagan

Proceedings of the 2017 Winter Simulation Conference, 2017

2016

Stochastic simulation under input uncertainty for contract-manufacturer selection in pharmaceutical industry.

Alp Akcay, Tugce G. Martagan

Proceedings of the Winter Simulation Conference, 2016

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

Proceedings of the 2014 Winter Simulation Conference, 2014

Quantifying input uncertainty in an assemble-to-order system simulation with correlated input variables of mixed types.

Alp Akcay, Bahar Biller

Proceedings of the 2014 Winter Simulation Conference, 2014

2013

Near optimality guarantees for data-driven newsvendor with temporally dependent demand: A Monte Carlo approach.

Alp Akcay, Bahar Biller, Sridhar R. Tayur

Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

2012

A simulation-based approach to capturing autocorrelated demand parameter uncertainty in inventory management.

Alp Akcay, Bahar Biller, Sridhar R. Tayur

Proceedings of the Winter Simulation Conference, 2012

A simulation-based approach to statistical inventory management.

Alp Akcay

Proceedings of the Winter Simulation Conference, 2012

2011

Improved Inventory Targets in the Presence of Limited Historical Demand Data.

Alp Akcay, Bahar Biller, Sridhar R. Tayur

Manuf. Serv. Oper. Manag., 2011