Murat Kulahci

According to our database, Murat Kulahci authored at least 47 papers between 2005 and 2024.

Collaborative distances:

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

2024

Variable selection wrapper in presence of correlated input variables for random forest models.

Marta Rotari, Murat Kulahci

Qual. Reliab. Eng. Int., February, 2024

Robust online active learning.

Davide Cacciarelli, Murat Kulahci, John Sølve Tyssedal

Qual. Reliab. Eng. Int., February, 2024

Active learning for data streams: a survey.

Davide Cacciarelli, Murat Kulahci

Mach. Learn., January, 2024

2023

Statistical process control versus deep learning for power plant condition monitoring.

Henrik Hviid Hansen, Murat Kulahci, Bo Friis Nielsen

Comput. Chem. Eng., October, 2023

Online monitoring for error detection in vat photopolymerization.

Flavia Dalia Frumosu, Macarena Méndez Ribó, Shuo Shan, Yang Zhang, Murat Kulahci

Int. J. Comput. Integr. Manuf., September, 2023

A survey on online active learning.

Davide Cacciarelli, Murat Kulahci

CoRR, 2023

2022

An easy to use GUI for simulating big data using Tennessee Eastman process.

Emil B. Andersen, Isuru A. Udugama, Krist V. Gernaey, Abdul Rauf Khan, Christoph Bayer, Murat Kulahci

Qual. Reliab. Eng. Int., 2022

Stream-based active learning with linear models.

Davide Cacciarelli, Murat Kulahci, John Sølve Tyssedal

Knowl. Based Syst., 2022

A numerical study of Markov decision process algorithms for multi-component replacement problems.

Jesper Fink Andersen, Anders Reenberg Andersen, Murat Kulahci, Bo Friis Nielsen

Eur. J. Oper. Res., 2022

Online Active Learning for Soft Sensor Development using Semi-Supervised Autoencoders.

Davide Cacciarelli, Murat Kulahci, John Tyssedal

CoRR, 2022

A novel fault detection and diagnosis approach based on orthogonal autoencoders.

Davide Cacciarelli, Murat Kulahci

Comput. Chem. Eng., 2022

2021

A taxonomy of railway track maintenance planning and scheduling: A review and research trends.

Mahdieh Sedghi, Osmo Kauppila, Bjarne Bergquist, Erik Vanhatalo, Murat Kulahci

Reliab. Eng. Syst. Saf., 2021

An investigation of the utilisation of different data sources in manufacturing with application in injection moulding.

Georg Ørnskov Rønsch, Murat Kulahci, M. Dybdahl

Int. J. Prod. Res., 2021

An extended Tennessee Eastman simulation dataset for fault-detection and decision support systems.

Christopher Reinartz, Murat Kulahci, Ole Ravn

Comput. Chem. Eng., 2021

2020

On monitoring industrial processes under feedback control.

Francesca Capaci, Erik Vanhatalo, Ahmet Palazoglu, Bjarne Bergquist, Murat Kulahci

Qual. Reliab. Eng. Int., 2020

Mould wear-out prediction in the plastic injection moulding industry: a case study.

Flavia Dalia Frumosu, Georg Ørnskov Rønsch, Murat Kulahci

Int. J. Comput. Integr. Manuf., 2020

Cost-sensitive learning classification strategy for predicting product failures.

Flavia D. Frumosu, Abdul Rauf Khan, Henrik Schiøler, Murat Kulahci, Mohamed Zaki, Peter Westermann-Rasmussen

Expert Syst. Appl., 2020

2019

Outliers detection using an iterative strategy for semi-supervised learning.

Flavia D. Frumosu, Murat Kulahci

Qual. Reliab. Eng. Int., 2019

2018

Big data analytics using semi-supervised learning methods.

Flavia D. Frumosu, Murat Kulahci

Qual. Reliab. Eng. Int., 2018

Simulating flood risk under non-stationary climate and urban development conditions - Experimental setup for multiple hazards and a variety of scenarios.

Roland Löwe, Christian Urich, Murat Kulahci, Mohanasundar Radhakrishnan, Ana Deletic, Karsten Arnbjerg-Nielsen

Environ. Model. Softw., 2018

Harvest time prediction for batch processes.

Max Peter Spooner, David Kold, Murat Kulahci

Comput. Chem. Eng., 2018

Added Value of Individual Flexibility Profiles of Electric Vehicle Users For Ancillary Services.

Peter Bach Andersen, Tiago Sousa, Andreas Thingvad, Lea Sass Berthou, Murat Kulahci

Proceedings of the 2018 IEEE International Conference on Communications, 2018

Rare-Events Classification: An Approach Based on Genetic Algorithm and Voronoi Tessellation.

Abdul Rauf Khan, Henrik Schiøler, Mohamed Zaki, Murat Kulahci

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2018

2017

Exploring the Use of Design of Experiments in Industrial Processes Operating Under Closed-Loop Control.

Francesca Capaci, Bjarne Bergquist, Murat Kulahci, Erik Vanhatalo

Qual. Reliab. Eng. Int., 2017

Big data analytics for industrial process control.

Abdul Rauf Khan, Henrik Schiøler, Murat Kulahci, Torben Knudsen

Proceedings of the 22nd IEEE International Conference on Emerging Technologies and Factory Automation, 2017

Selection of objective function for imbalanced classification: an industrial case study.

Abdul Rauf Khan, Henrik Schiøler, Murat Kulahci

Proceedings of the 22nd IEEE International Conference on Emerging Technologies and Factory Automation, 2017

2016

Recent Advances and Future Directions for Quality Engineering.

Geoff Vining, Murat Kulahci, Søren Pedersen

Qual. Reliab. Eng. Int., 2016

Impact of Autocorrelation on Principal Components and Their Use in Statistical Process Control.

Erik Vanhatalo, Murat Kulahci

Qual. Reliab. Eng. Int., 2016

2015

The Effect of Autocorrelation on the Hotelling <i>T</i>² Control Chart.

Erik Vanhatalo, Murat Kulahci

Qual. Reliab. Eng. Int., 2015

Pig herd monitoring and undesirable tripping and stepping prevention.

Ruta Gronskyte, Line Harder Clemmensen, Marchen Sonja Hviid, Murat Kulahci

Comput. Electron. Agric., 2015

Statistical data mining for efficient quality control in manufacturing.

Abdul Rauf Khan, Henrik Schiøler, Torben Knudsen, Murat Kulahci

Proceedings of the 20th IEEE Conference on Emerging Technologies & Factory Automation, 2015

2010

Steepest-ascent constrained simultaneous perturbation for multiobjective optimization.

Daniel W. McClary, Violet R. Syrotiuk, Murat Kulahci

ACM Trans. Model. Comput. Simul., 2010

Profile-driven regression for modeling and runtime optimization of mobile networks.

Daniel W. McClary, Violet R. Syrotiuk, Murat Kulahci

ACM Trans. Model. Comput. Simul., 2010

Editorial.

Murat Kulahci, Don R. Holcomb, Min Xie

Qual. Reliab. Eng. Int., 2010

Analysis of signal-response systems using generalized linear mixed models.

Shilpa Gupta, Murat Kulahci, Douglas C. Montgomery, Connie M. Borror

Qual. Reliab. Eng. Int., 2010

Analysis of computer experiments with multiple noise sources.

Christian Dehlendorff, Murat Kulahci, Klaus K. Andersen

Qual. Reliab. Eng. Int., 2010

2009

Simulation-based cycle-time quantile estimation in manufacturing settings employing non-FIFO dispatching policies.

Jennifer M. Bekki, John W. Fowler, Gerald T. Mackulak, Murat Kulahci

J. Simulation, 2009

2008

A model-free approach to eliminate autocorrelation when testing for process capability.

Kerstin Vännman, Murat Kulahci

Qual. Reliab. Eng. Int., 2008

Call for Papers: 'Quality and Reliability Engineering International is Planning a Special Issue Focusing on Design for Six Sigma'.

Don R. Holcomb, Murat Kulahci

Qual. Reliab. Eng. Int., 2008

Estimation of missing observations in two-level split-plot designs.

Ashraf A. Almimi, Murat Kulahci, Douglas C. Montgomery

Qual. Reliab. Eng. Int., 2008

Designing simulation experiments with controllable and uncontrollable factors.

Christian Dehlendorff, Murat Kulahci, Klaus K. Andersen

Proceedings of the 2008 Winter Simulation Conference, Global Gateway to Discovery, 2008

2007

Partial confounding and projective properties of Plackett-Burman designs.

Murat Kulahci, Søren Bisgaard

Qual. Reliab. Eng. Int., 2007

Blocking Two-level Factorial Experiments.

Murat Kulahci

Qual. Reliab. Eng. Int., 2007

Accelerated testing of on-board diagnostics.

Spencer Graves, Søren Bisgaard, Murat Kulahci, John Van Gilder, John James, Ken Marko, Hal Zatorski, Tom Ting, Cuiping Wu

Qual. Reliab. Eng. Int., 2007

Combining Latin hypercube designs and discrete event simulation in a study of a surgical unit.

Christian Dehlendorff, Murat Kulahci, Klaus K. Andersen

Proceedings of the Winter Simulation Conference, 2007

Meta-Regression: A Framework for Robust Reactive Optimization.

Daniel W. McClary, Violet R. Syrotiuk, Murat Kulahci

Proceedings of the First International Conference on Self-Adaptive and Self-Organizing Systems, 2007

2005

The Use of Plackett-Burman Designs to Construct Split-Plot Designs.

Murat Kulahci, Søren Bisgaard

Technometrics, 2005