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Murat Kulahci
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2020 – today
- 2024
- [j37]Davide Cacciarelli
, Murat Kulahci
Active learning for data streams: a survey. Mach. Learn. 113(1): 185-239 (2024) - [j36]Davide Cacciarelli
Robust online active learning. Qual. Reliab. Eng. Int. 40(1): 277-296 (2024) - [j35]Marta Rotari
Variable selection wrapper in presence of correlated input variables for random forest models. Qual. Reliab. Eng. Int. 40(1): 297-312 (2024) - 2023
- [j34]Henrik Hviid Hansen
Statistical process control versus deep learning for power plant condition monitoring. Comput. Chem. Eng. 178: 108391 (2023) - [j33]Flavia Dalia Frumosu
Online monitoring for error detection in vat photopolymerization. Int. J. Comput. Integr. Manuf. 36(9): 1313-1330 (2023) - [i4]Davide Cacciarelli, Murat Kulahci, John Sølve Tyssedal:
Robust online active learning. CoRR abs/2302.00422 (2023) - [i3]Davide Cacciarelli, Murat Kulahci:
A survey on online active learning. CoRR abs/2302.08893 (2023) - 2022
- [j32]Davide Cacciarelli
A novel fault detection and diagnosis approach based on orthogonal autoencoders. Comput. Chem. Eng. 163: 107853 (2022) - [j31]Jesper Fink Andersen
A numerical study of Markov decision process algorithms for multi-component replacement problems. Eur. J. Oper. Res. 299(3): 898-909 (2022) - [j30]Davide Cacciarelli
Stream-based active learning with linear models. Knowl. Based Syst. 254: 109664 (2022) - [j29]Emil B. Andersen, Isuru A. Udugama, Krist V. Gernaey
An easy to use GUI for simulating big data using Tennessee Eastman process. Qual. Reliab. Eng. Int. 38(1): 264-282 (2022) - [i2]Davide Cacciarelli, Murat Kulahci, John Sølve Tyssedal:
Stream-based active learning with linear models. CoRR abs/2207.09874 (2022) - [i1]Davide Cacciarelli, Murat Kulahci, John Tyssedal:
Online Active Learning for Soft Sensor Development using Semi-Supervised Autoencoders. CoRR abs/2212.13067 (2022) - 2021
- [j28]Christopher Reinartz
An extended Tennessee Eastman simulation dataset for fault-detection and decision support systems. Comput. Chem. Eng. 149: 107281 (2021) - [j27]Georg Ørnskov Rønsch, Murat Kulahci
An investigation of the utilisation of different data sources in manufacturing with application in injection moulding. Int. J. Prod. Res. 59(16): 4851-4868 (2021) - [j26]Mahdieh Sedghi, Osmo Kauppila
A taxonomy of railway track maintenance planning and scheduling: A review and research trends. Reliab. Eng. Syst. Saf. 215: 107827 (2021) - 2020
- [j25]Flavia D. Frumosu
Cost-sensitive learning classification strategy for predicting product failures. Expert Syst. Appl. 161: 113653 (2020) - [j24]Flavia Dalia Frumosu
Mould wear-out prediction in the plastic injection moulding industry: a case study. Int. J. Comput. Integr. Manuf. 33(12): 1245-1258 (2020) - [j23]Francesca Capaci
On monitoring industrial processes under feedback control. Qual. Reliab. Eng. Int. 36(8): 2720-2737 (2020)
2010 – 2019
- 2019
- [j22]Flavia D. Frumosu
Outliers detection using an iterative strategy for semi-supervised learning. Qual. Reliab. Eng. Int. 35(5): 1408-1423 (2019) - 2018
- [j21]Max Peter Spooner
Harvest time prediction for batch processes. Comput. Chem. Eng. 117: 32-41 (2018) - [j20]Roland Löwe
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: 155-171 (2018) - [j19]Flavia D. Frumosu
Big data analytics using semi-supervised learning methods. Qual. Reliab. Eng. Int. 34(7): 1413-1423 (2018) - [c8]Abdul Rauf Khan, Henrik Schiøler
Rare-Events Classification: An Approach Based on Genetic Algorithm and Voronoi Tessellation. PAKDD (Workshops) 2018: 256-266 - [c7]Peter Bach Andersen
Added Value of Individual Flexibility Profiles of Electric Vehicle Users For Ancillary Services. SmartGridComm 2018: 1-6 - 2017
- [j18]Francesca Capaci, Bjarne Bergquist
Exploring the Use of Design of Experiments in Industrial Processes Operating Under Closed-Loop Control. Qual. Reliab. Eng. Int. 33(7): 1601-1614 (2017) - [c6]Abdul Rauf Khan, Henrik Schiøler, Murat Kulahci
Selection of objective function for imbalanced classification: an industrial case study. ETFA 2017: 1-4 - [c5]Abdul Rauf Khan, Henrik Schiøler
Big data analytics for industrial process control. ETFA 2017: 1-8 - 2016
- [j17]Geoff Vining, Murat Kulahci
Recent Advances and Future Directions for Quality Engineering. Qual. Reliab. Eng. Int. 32(3): 863-875 (2016) - [j16]Erik Vanhatalo
Impact of Autocorrelation on Principal Components and Their Use in Statistical Process Control. Qual. Reliab. Eng. Int. 32(4): 1483-1500 (2016) - 2015
- [j15]Ruta Gronskyte, Line Harder Clemmensen
Pig herd monitoring and undesirable tripping and stepping prevention. Comput. Electron. Agric. 119: 51-60 (2015) - [j14]Erik Vanhatalo
The Effect of Autocorrelation on the Hotelling T2 Control Chart. Qual. Reliab. Eng. Int. 31(8): 1779-1796 (2015) - [c4]Abdul Rauf Khan, Henrik Schiøler
Statistical data mining for efficient quality control in manufacturing. ETFA 2015: 1-4 - 2010
- [j13]Christian Dehlendorff
Analysis of computer experiments with multiple noise sources. Qual. Reliab. Eng. Int. 26(2): 137-146 (2010) - [j12]Murat Kulahci, Don R. Holcomb, Min Xie:
Editorial. Qual. Reliab. Eng. Int. 26(4): 315 (2010) - [j11]Shilpa Gupta, Murat Kulahci
Analysis of signal-response systems using generalized linear mixed models. Qual. Reliab. Eng. Int. 26(4): 375-385 (2010) - [j10]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): 17:1-17:24 (2010) - [j9]Daniel W. McClary, Violet R. Syrotiuk, Murat Kulahci
Steepest-ascent constrained simultaneous perturbation for multiobjective optimization. ACM Trans. Model. Comput. Simul. 21(1): 2:1-2:22 (2010)
2000 – 2009
- 2009
- [j8]Jennifer M. Bekki, John W. Fowler
Simulation-based cycle-time quantile estimation in manufacturing settings employing non-FIFO dispatching policies. J. Simulation 3(2): 69-83 (2009) - 2008
- [j7]Ashraf A. Almimi, Murat Kulahci
Estimation of missing observations in two-level split-plot designs. Qual. Reliab. Eng. Int. 24(2): 127-152 (2008) - [j6]Kerstin Vännman, Murat Kulahci
A model-free approach to eliminate autocorrelation when testing for process capability. Qual. Reliab. Eng. Int. 24(2): 213-228 (2008) - [j5]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): 499 (2008) - [c3]Christian Dehlendorff
Designing simulation experiments with controllable and uncontrollable factors. WSC 2008: 2909-2915 - 2007
- [j4]Spencer Graves, Søren Bisgaard, Murat Kulahci
Accelerated testing of on-board diagnostics. Qual. Reliab. Eng. Int. 23(2): 189-201 (2007) - [j3]Murat Kulahci
Blocking Two-level Factorial Experiments. Qual. Reliab. Eng. Int. 23(3): 283-289 (2007) - [j2]Murat Kulahci
Partial confounding and projective properties of Plackett-Burman designs. Qual. Reliab. Eng. Int. 23(7): 791-800 (2007) - [c2]Daniel W. McClary, Violet R. Syrotiuk, Murat Kulahci
Meta-Regression: A Framework for Robust Reactive Optimization. SASO 2007: 375-378 - [c1]Christian Dehlendorff
Combining Latin hypercube designs and discrete event simulation in a study of a surgical unit. WSC 2007: 2370 - 2005
- [j1]Murat Kulahci
The Use of Plackett-Burman Designs to Construct Split-Plot Designs. Technometrics 47(4): 495-501 (2005)
Coauthor Index
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