Serafeim Moustakidis

Author

Also Known As

Ilias Panagiotopoulos, Janette Hughes, Moustakidis, Eserafim, Moustakidis, Serafeim, S Moustakidis, S. Moustakidis, S. P. Moustakidis, S.P. Moustakidis, Serafeim P. Moustakidis, Serafeim Moustakidis

127

Publications

2.1K

Citations

H-Index

140

Concepts

All Affiliations

University of Thessaly Centre for Research and Technology Hellas Aristotle University of Thessaloniki Democritus University of Thrace National Technical University of Athens

About

Serafeim Moustakidis is an author at University of Thessaly specializing in engineering, machine learning, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	18	25	897
2	Medicine	10	11	300
3	Health Sciences	3	3	103
4	Business	1	1	39
5	Education	1	1	32

Serafeim Moustakidis

Publications

1.3K

Citations

H-Index

Page 1

	Year	Citations
SVM-Based Fuzzy Decision Trees for Classification of High Spatial Resolution Remote Sensing Images Serafeim Moustakidis, Giorgos Mallinis, Nikos Koutsias, IEEE Transactions on Geoscience and Remote Sensing EngineeringMachine LearningLand CoverClassification MethodImage Classification	2011	103
An Explainable Machine Learning Pipeline for Stroke Prediction on Imbalanced Data Christos Kokkotis, Georgios Giarmatzis, Serafeim Moustakidis, Diagnostics	2022	79
Subject Recognition Based on Ground Reaction Force Measurements of Gait Signals Serafeim Moustakidis, John B. Theocharis, Giannis Giakas IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) Gait AnalysisEngineeringMachine LearningBiometricsWearable Technology	2008	74
Autonomous path planning with obstacle avoidance for smart assistive systems Charis Ntakolia, Serafeim Moustakidis, Athanasios Siouras Expert Systems with Applications Path PlanningTrajectory PlanningAssistive TechnologyEngineeringAutomation	2022	67
Conventional and machine learning approaches as countermeasures against hardware trojan attacks Serafeim Moustakidis, Nicolas Sklavos, Fotis Plessas Microprocessors and Microsystems Hardware SecurityHardware TrojanEngineeringMachine LearningMachine Learning Approaches	2020	55
Explainable machine learning for knee osteoarthritis diagnosis based on a novel fuzzy feature selection methodology Christos Kokkotis, Charis Ntakolia, Serafeim Moustakidis, Physical and Engineering Sciences in Medicine Data ClassificationClassification MethodFuzzy LogicExplainable MachineMachine Learning	2022	54
SVM-FuzCoC: A novel SVM-based feature selection method using a fuzzy complementary criterion Serafeim Moustakidis, John B. Theocharis Pattern Recognition Data ClassificationSupport Vector MachineFuzzy LogicEngineeringMachine Learning	2010	48
An Intelligent Methodology for Railways Monitoring Using Ultrasonic Guided Waves Serafeim Moustakidis, Vassilios Kappatos, Patrik Karlsson, Journal of Nondestructive Evaluation Railway TrafficEngineeringSonar Signal ProcessingRail TransportStructural Health Monitoring	2014	48
State‐of‐the‐art machine learning algorithms for the prediction of outcomes after contemporary heart transplantation: Results from the UNOS database Polydoros Ν. Kampaktsis, Aspasia Tzani, Ilias P. Doulamis, Clinical Transplantation	2021	41
An Explainable Machine Learning Model for Material Backorder Prediction in Inventory Management Charis Ntakolia, Christos Kokkotis, Patrik Karlsson, Sensors Supply Chain OptimizationEngineeringMachine LearningBusiness AnalyticsOperations Research	2021	39

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