Murat Kulahci

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 30

Top Topics

Variable Selection

Big Data Analytics

Fault Detection

Active Learning

Top Venues

Qual. Reliab. Eng. Int.

Comput. Chem. Eng.

Publications

Davide Cacciarelli, Murat Kulahci, John Sølve Tyssedal
Robust online active learning. Qual. Reliab. Eng. Int. 40 (1) (2024)
Davide Cacciarelli, Murat Kulahci
Active learning for data streams: a survey. Mach. Learn. 113 (1) (2024)
Marta Rotari, Murat Kulahci
Variable selection wrapper in presence of correlated input variables for random forest models. Qual. Reliab. Eng. Int. 40 (1) (2024)
Flavia Dalia Frumosu, Macarena Méndez Ribó, Shuo Shan, Yang Zhang, Murat Kulahci
Online monitoring for error detection in vat photopolymerization. Int. J. Comput. Integr. Manuf. 36 (9) (2023)
Henrik Hviid Hansen, Murat Kulahci, Bo Friis Nielsen
Statistical process control versus deep learning for power plant condition monitoring. Comput. Chem. Eng. 178 (2023)
Davide Cacciarelli, Murat Kulahci, John Sølve Tyssedal
Robust online active learning. CoRR (2023)
Davide Cacciarelli, Murat Kulahci
A survey on online active learning. CoRR (2023)
Davide Cacciarelli, Murat Kulahci, John Sølve Tyssedal
Stream-based active learning with linear models. Knowl. Based Syst. 254 (2022)
Davide Cacciarelli, Murat Kulahci, John Tyssedal
Online Active Learning for Soft Sensor Development using Semi-Supervised Autoencoders. CoRR (2022)
Davide Cacciarelli, Murat Kulahci
A novel fault detection and diagnosis approach based on orthogonal autoencoders. Comput. Chem. Eng. 163 (2022)
Emil B. Andersen, Isuru A. Udugama, Krist V. Gernaey, Abdul Rauf Khan, Christoph Bayer, Murat Kulahci
An easy to use GUI for simulating big data using Tennessee Eastman process. Qual. Reliab. Eng. Int. 38 (1) (2022)
Jesper Fink Andersen, Anders Reenberg Andersen, Murat Kulahci, Bo Friis Nielsen
A numerical study of Markov decision process algorithms for multi-component replacement problems. Eur. J. Oper. Res. 299 (3) (2022)
Davide Cacciarelli, Murat Kulahci, John Sølve Tyssedal
Stream-based active learning with linear models. CoRR (2022)
Georg Ørnskov Rønsch, Murat Kulahci, M. Dybdahl
An investigation of the utilisation of different data sources in manufacturing with application in injection moulding. Int. J. Prod. Res. 59 (16) (2021)
Mahdieh Sedghi, Osmo Kauppila, Bjarne Bergquist, Erik Vanhatalo, Murat Kulahci
A taxonomy of railway track maintenance planning and scheduling: A review and research trends. Reliab. Eng. Syst. Saf. 215 (2021)
Christopher Reinartz, Murat Kulahci, Ole Ravn
An extended Tennessee Eastman simulation dataset for fault-detection and decision support systems. Comput. Chem. Eng. 149 (2021)
Flavia Dalia Frumosu, Georg Ørnskov Rønsch, Murat Kulahci
Mould wear-out prediction in the plastic injection moulding industry: a case study. Int. J. Comput. Integr. Manuf. 33 (12) (2020)
Flavia D. Frumosu, Abdul Rauf Khan, Henrik Schiøler, Murat Kulahci, Mohamed Zaki, Peter Westermann-Rasmussen
Cost-sensitive learning classification strategy for predicting product failures. Expert Syst. Appl. 161 (2020)
Francesca Capaci, Erik Vanhatalo, Ahmet Palazoglu, Bjarne Bergquist, Murat Kulahci
On monitoring industrial processes under feedback control. Qual. Reliab. Eng. Int. 36 (8) (2020)
Flavia D. Frumosu, Murat Kulahci
Outliers detection using an iterative strategy for semi-supervised learning. Qual. Reliab. Eng. Int. 35 (5) (2019)
Flavia D. Frumosu, Murat Kulahci
Big data analytics using semi-supervised learning methods. Qual. Reliab. Eng. Int. 34 (7) (2018)
Roland Löwe, Christian Urich, Murat Kulahci, Mohanasundar Radhakrishnan, Ana Deletic, Karsten Arnbjerg-Nielsen
Simulating flood risk under non-stationary climate and urban development conditions - Experimental setup for multiple hazards and a variety of scenarios. Environ. Model. Softw. 102 (2018)
Peter Bach Andersen, Tiago Sousa, Andreas Thingvad, Lea Sass Berthou, Murat Kulahci
Added Value of Individual Flexibility Profiles of Electric Vehicle Users For Ancillary Services. SmartGridComm (2018)
Max Spooner, David Kold, Murat Kulahci
Harvest time prediction for batch processes. Comput. Chem. Eng. 117 (2018)
Abdul Rauf Khan, Henrik Schiøler, Mohamed Zaki, Murat Kulahci
Rare-Events Classification: An Approach Based on Genetic Algorithm and Voronoi Tessellation. PAKDD (Workshops) (2018)
Abdul Rauf Khan, Henrik Schiøler, Murat Kulahci, Torben Knudsen
Big data analytics for industrial process control. ETFA (2017)
Francesca Capaci, Bjarne Bergquist, Murat Kulahci, Erik Vanhatalo
Exploring the Use of Design of Experiments in Industrial Processes Operating Under Closed-Loop Control. Qual. Reliab. Eng. Int. 33 (7) (2017)
Abdul Rauf Khan, Henrik Schiøler, Murat Kulahci
Selection of objective function for imbalanced classification: an industrial case study. ETFA (2017)
Geoff Vining, Murat Kulahci, Søren Pedersen
Recent Advances and Future Directions for Quality Engineering. Qual. Reliab. Eng. Int. 32 (3) (2016)
Erik Vanhatalo, Murat Kulahci
Impact of Autocorrelation on Principal Components and Their Use in Statistical Process Control. Qual. Reliab. Eng. Int. 32 (4) (2016)
Erik Vanhatalo, Murat Kulahci
Control Chart. Qual. Reliab. Eng. Int. 31 (8) (2015)
Ruta Gronskyte, Line Harder Clemmensen, Marchen Sonja Hviid, Murat Kulahci
Pig herd monitoring and undesirable tripping and stepping prevention. Comput. Electron. Agric. 119 (2015)
Abdul Rauf Khan, Henrik Schiøler, Torben Knudsen, Murat Kulahci
Statistical data mining for efficient quality control in manufacturing. ETFA (2015)
Christian Dehlendorff, Murat Kulahci, Klaus K. Andersen
Analysis of computer experiments with multiple noise sources. Qual. Reliab. Eng. Int. 26 (2) (2010)
Daniel W. McClary, Violet R. Syrotiuk, Murat Kulahci
Profile-driven regression for modeling and runtime optimization of mobile networks. ACM Trans. Model. Comput. Simul. 20 (3) (2010)
Daniel W. McClary, Violet R. Syrotiuk, Murat Kulahci
Steepest-ascent constrained simultaneous perturbation for multiobjective optimization. ACM Trans. Model. Comput. Simul. 21 (1) (2010)
Shilpa Gupta, Murat Kulahci, Douglas C. Montgomery, Connie M. Borror
Analysis of signal-response systems using generalized linear mixed models. Qual. Reliab. Eng. Int. 26 (4) (2010)
Murat Kulahci, Don R. Holcomb, Min Xie
Editorial. Qual. Reliab. Eng. Int. 26 (4) (2010)
Jennifer M. Bekki, John W. Fowler, Gerald T. Mackulak, Murat Kulahci
Simulation-based cycle-time quantile estimation in manufacturing settings employing non-FIFO dispatching policies. J. Simulation 3 (2) (2009)
Christian Dehlendorff, Murat Kulahci, Klaus K. Andersen
Designing simulation experiments with controllable and uncontrollable factors. WSC (2008)
Ashraf A. Almimi, Murat Kulahci, Douglas C. Montgomery
Estimation of missing observations in two-level split-plot designs. Qual. Reliab. Eng. Int. 24 (2) (2008)
Don R. Holcomb, Murat Kulahci
Call for Papers: 'Quality and Reliability Engineering International is Planning a Special Issue Focusing on Design for Six Sigma'. Qual. Reliab. Eng. Int. 24 (4) (2008)
Kerstin Vännman, Murat Kulahci
A model-free approach to eliminate autocorrelation when testing for process capability. Qual. Reliab. Eng. Int. 24 (2) (2008)
Spencer Graves, Søren Bisgaard, Murat Kulahci, John Van Gilder, John James, Ken Marko, Hal Zatorski, Tom Ting, Cuiping Wu
Accelerated testing of on-board diagnostics. Qual. Reliab. Eng. Int. 23 (2) (2007)
Murat Kulahci, Søren Bisgaard
Partial confounding and projective properties of Plackett-Burman designs. Qual. Reliab. Eng. Int. 23 (7) (2007)
Murat Kulahci
Blocking Two-level Factorial Experiments. Qual. Reliab. Eng. Int. 23 (3) (2007)
Daniel W. McClary, Violet R. Syrotiuk, Murat Kulahci
Meta-Regression: A Framework for Robust Reactive Optimization. SASO (2007)
Christian Dehlendorff, Murat Kulahci, Klaus K. Andersen
Combining Latin hypercube designs and discrete event simulation in a study of a surgical unit. WSC (2007)
Murat Kulahci, Søren Bisgaard
The Use of Plackett-Burman Designs to Construct Split-Plot Designs. Technometrics 47 (4) (2005)