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Marios Kefalas
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A Review: Prognostics and Health Management in Automotive and Aerospace
TB Van Duc Nguyen, Marios Kefalas, Kaifeng Yang, Asteris Apostolidis, Markus ...
International Journal of Prognostics and Health Management 10 (2), 35, 2019
542019
Distinguishing normal, neuropathic and myopathic EMG with an automated machine learning approach
MR Tannemaat, M Kefalas, VJ Geraedts, L Remijn-Nelissen, ...
Clinical Neurophysiology 146, 49-54, 2023
202023
Automated machine learning for remaining useful life estimation of aircraft engines
M Kefalas, M Baratchi, A Apostolidis, D van den Herik, T Bäck
2021 IEEE International Conference on Prognostics and Health Management …, 2021
162021
Preoperative Electroencephalography‐Based Machine Learning Predicts Cognitive Deterioration after Subthalamic Deep Brain Stimulation
VJ Geraedts, M Koch, R Kuiper, M Kefalas, THW Bäck, JJ van Hilten, ...
Movement Disorders 36 (10), 2324-2334, 2021
142021
Immunization of networks using genetic algorithms and multiobjective metaheuristics
A Maulana, M Kefalas, MTM Emmerich
2017 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2017
112017
Automated machine learning for the classification of normal and abnormal electromyography data
M Kefalas, M Koch, V Geraedts, H Wang, M Tannemaat, T Bäck
2020 IEEE International Conference on Big Data (Big Data), 1176-1185, 2020
102020
A tabu search-based memetic algorithm for the multi-objective flexible job shop scheduling problem
M Kefalas, S Limmer, A Apostolidis, M Olhofer, M Emmerich, T Bäck
Proceedings of the genetic and evolutionary computation conference companion …, 2019
92019
An end-to-end pipeline for uncertainty quantification and remaining useful life estimation: An application on aircraft engines
M Kefalas, B van Stein, M Baratchi, A Apostolidis, T Bäck
7th European Conference of the Prognostics and Health Management Society …, 2022
42022
Explainable artificial intelligence for exhaust gas temperature of turbofan engines
M Kefalas, J Santiago Rojo Jr, A Apostolidis, D Van Den Herik, ...
Journal of Aerospace Information Systems 19 (6), 447-454, 2022
42022
Multiple node immunisation for preventing epidemics on networks by exact multiobjective optimisation of cost and shield-value
M Emmerich, J Nibbeling, M Kefalas, A Plaat
arXiv preprint arXiv:2010.06488, 2020
42020
A review: Prognostics and health management in automotive and aerospace
M Kefalas, K Yang, A Apostolidis, M Olhofer, S Limmer
International Journal of Prognostics and Health Management 10 (2), 2019
22019
Data-driven predictive maintenance and time-series applications
M Kefalas
Leiden University, 2023
12023
Auto-rep: an automated regression pipeline approach for high-efficiency earthquake prediction using lanl data
F Yang, M Kefalas, M Koch, AV Kononova, Y Qiao, T Bäck
2022 14th International Conference on Computer and Automation Engineering …, 2022
12022
Preoperative EEG-based Machine Learning predicts cognitive deterioration after STN DBS in Parkinson's Disease patients
V Geraedts, M Koch, R Kuiper, M Kefalas, T Back, J Van Hilten, H Wang, ...
MOVEMENT DISORDERS 36, S401-S402, 2021
2021
A Tabu Search-based Memetic Algorithm for the Flexible Job Shop Scheduling Problem
M Kefalas, S Limmer, A Apostolidis, M Olhofer, M Emmerich, T Bäck
2019
Computer Science Bioinformatics Track
M Kefalas, N Bohrweg
2017
Hilten,..,… Tannemaat, MR (2021)
V Geraedts, M Koch, R Kuiper, M Kefalas, THW Bäck
Preoperati e electroencephalograph-based machine learning predicts cogniti e …, 0
Data-dri en predicti e maintenance and time-series applications
M Kefalas
an, Baratchi, M., postolidis,., & Bäck, THW (2022)
M Kefalas, B Stein
End-to-end pipeline for uncertaint quantification and remaining useful life …, 0
Multiple Node Immunization for Controlling Epidemics on Networks by Exact and Heuristic Multiobjective Optimization
M Emmerich, J Nibbeling, M Kefalas, A Plaat
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Articles 1–20