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Marios Kefalas
ORCID
Publication Activity (10 Years)
Years Active: 2017-2022
Publications (10 Years): 8
Top Topics
Job Shop Scheduling
Metaheuristic
Tabu Search
High Temperature
Top Venues
CoRR
GECCO (Companion)
IEEE BigData
ICPHM
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Publications
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Marios Kefalas
,
Juan de Santiago Rojo Jr.
,
Asteris Apostolidis
,
Dirk van den Herik
,
Bas van Stein
,
Thomas Bäck
Explainable Artificial Intelligence for Exhaust Gas Temperature of Turbofan Engines.
J. Aerosp. Inf. Syst.
19 (6) (2022)
Fan Yang
,
Marios Kefalas
,
Milan Koch
,
Anna V. Kononova
,
Yanan Qiao
,
Thomas Bäck
Auto-REP: An Automated Regression Pipeline Approach for High-efficiency Earthquake Prediction Using LANL Data.
ICCAE
(2022)
Marios Kefalas
,
Juan de Santiago Rojo Jr.
,
Asteris Apostolidis
,
Dirk van den Herik
,
Bas van Stein
,
Thomas Bäck
Explainable Artificial Intelligence for Exhaust Gas Temperature of Turbofan Engines.
CoRR
(2022)
Marios Kefalas
,
Mitra Baratchi
,
Asteris Apostolidis
,
Dirk van den Herik
,
Thomas Bäck
Automated Machine Learning for Remaining Useful Life Estimation of Aircraft Engines.
ICPHM
(2021)
Marios Kefalas
,
Milan Koch
,
Victor Geraedts
,
Hao Wang
,
Martijn Tannemaat
,
Thomas Bäck
Automated Machine Learning for the Classification of Normal and Abnormal Electromyography Data.
IEEE BigData
(2020)
Michael Emmerich
,
Joost Nibbeling
,
Marios Kefalas
,
Aske Plaat
Multiple Node Immunisation for Preventing Epidemics on Networks by Exact Multiobjective Optimisation of Cost and Shield-Value.
CoRR
(2020)
Marios Kefalas
,
Steffen Limmer
,
Asteris Apostolidis
,
Markus Olhofer
,
Michael Emmerich
,
Thomas Bäck
A tabu search-based memetic algorithm for the multi-objective flexible job shop scheduling problem.
GECCO (Companion)
(2019)
Asep Maulana
,
Marios Kefalas
,
Michael T. M. Emmerich
Immunization of networks using genetic algorithms and multiobjective metaheuristics.
SSCI
(2017)