Alp Akcay

Ivo J. B. F. Adan

Proceedings of the Winter Simulation Conference, 2023

Maintenance and Operations of Manufacturing Digital Twins.

[BibT_eX]

[DOI]

Proceedings of the Winter Simulation Conference, 2023

On-Demand and Model-Driven Case Building Based on Distributed Data Sources.

[BibT_eX]

[DOI]

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

2022

A matheuristic for AGV scheduling with battery constraints.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2022

Age-based maintenance under population heterogeneity: Optimal exploration and exploitation.

[BibT_eX]

[DOI]

Ipek Dursun

Geert-Jan van Houtum

Eur. J. Oper. Res., 2022

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

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2022

Autonomous Scheduling in Semiconductor Back-End Manufacturing.

[BibT_eX]

[DOI]

Proceedings of the Winter Simulation Conference, 2022

Knowledge Modeling and Incident Analysis for Special Cargo.

[BibT_eX]

[DOI]

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

2021

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

[BibT_eX]

[DOI]

SN Comput. Sci., 2021

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

[BibT_eX]

[DOI]

Oper. Res. Lett., 2021

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

[BibT_eX]

[DOI]

IISE Trans., 2021

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

[BibT_eX]

[DOI]

Engin Topan

Geert-Jan van Houtum

IISE Trans., 2021

Reinforcement Learning under Model Risk for Biomanufacturing Fermentation Control.

[BibT_eX]

[DOI]

CoRR, 2021

Relation Representation Learning for Special Cargo Ontology.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

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

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Remaining useful lifetime prediction via deep domain adaptation.

[BibT_eX]

[DOI]

Reliab. Eng. Syst. Saf., 2020

Algorithms for slate bandits with non-separable reward functions.

[BibT_eX]

[DOI]

CoRR, 2020

Low-Regret Algorithms for Strategic Buyers with Unknown Valuations in Repeated Posted-Price Auctions.

[BibT_eX]

[DOI]

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

Dynamic Pricing Using Thompson Sampling with Fuzzy Events.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Paulo R. de O. da Costa

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

2019

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

[BibT_eX]

[DOI]

Comput. Ind. Eng., 2019

Stochastic Simulation Model Development for Biopharmaceutical Production Process Risk Analysis and Stability Control.

[BibT_eX]

[DOI]

Proceedings of the 2019 Winter Simulation Conference, 2019

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

[BibT_eX]

[DOI]

Proceedings of the 2019 Winter Simulation Conference, 2019

A heuristic policy for dynamic pricing and demand learning with limited price changes and censored demand.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

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

[BibT_eX]

[DOI]

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

Optimizing reserve prices for publishers in online ad auctions.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018

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

[BibT_eX]

[DOI]

J. Simulation, 2018

The Benefits of State Aggregation with Extreme-Point Weighting for Assemble-to-Order Systems.

[BibT_eX]

[DOI]

Oper. Res., 2018

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

[BibT_eX]

[DOI]

Canan G. Corlu

Proceedings of the 2018 Winter Simulation Conference, 2018

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

[BibT_eX]

[DOI]

Proceedings of the 2018 Winter Simulation Conference, 2018

Learning fuzzy decision trees using integer programming.

[BibT_eX]

[DOI]

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

A Hybrid Genetic Algorithm for Parallel Machine Scheduling at Semiconductor Back-End Production.

[BibT_eX]

[DOI]

Jelle Adan

Ivo J. B. F. Adan

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.

[BibT_eX]

[DOI]

Canan G. Corlu

Int. J. Prod. Res., 2017

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

[BibT_eX]

[DOI]

Proceedings of the 2017 Winter Simulation Conference, 2017

2016

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

[BibT_eX]

[DOI]

Proceedings of the Winter Simulation Conference, 2016

2014

A simulation-based support tool for data-driven decision making: operational testing for dependence modeling.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2014 Winter Simulation Conference, 2014

2013

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Sridhar R. Tayur

Proceedings of the Winter Simulation Conference, 2012

A simulation-based approach to statistical inventory management.

[BibT_eX]

[DOI]

Proceedings of the Winter Simulation Conference, 2012

2011

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

[BibT_eX]

[DOI]