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Vasileios Christou

University of Ioannina

13H-index
36Paper Count
577Citation Count
Published Papers 14
Publication Date
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Higher-order extreme learning machine
errCognitive Systems Research
IF2.4
err2026-06-01
err1
PREAI
errChristou, Vasileios
errShare
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Performance and early drop prediction for higher education students using machine learning
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-09-01
err9
PREAI
errChristou, Vasileios; Tsoulos, Ioannis; Loupas, Vasileios; Tzallas, Alexandros T.; Gogos, Christos; Karvelis, Petros S.; Antoniadis, Nikolaos; Glavas, Evripidis; Giannakeas, Nikolaos
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An Improved Medical Image Compression Method Based on Wavelet Difference Reduction
errIEEE ACCESS
IF3.6
err2023-01-01
err9
errOAAI
errZerva, Matina C. H.; Christou, Vasileios; Giannakeas, Nikolaos; Tzallas, Alexandros T.; Kondi, Lisimachos P.
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errSave
Evaluating the Window Size's Role in Automatic EEG Epilepsy Detection
errSENSORS
IF3.5
err2022-11-27
err12
errOAAI
errChristou, Vasileios; Miltiadous, Andreas; Tsoulos, Ioannis; Karvounis, Evaggelos; Tzimourta, Katerina D.; Tsipouras, Markos G.; Anastasopoulos, Nikolaos; Tzallas, Alexandros T.; Giannakeas, Nikolaos
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Heterogeneous hybrid extreme learning machine for temperature sensor accuracy improvement
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2022-10-01
err4
PREAI
errChristou, Vasileios; Koritsoglou, Kyriakos; Ntritsos, Georgios; Tsoumanis, Georgios; Tsipouras, Markos G.; Giannakeas, Nikolaos; Glavas, Evripidis; Tzallas, Alexandros T.
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Classification Protocol and Comprehensive Database of Vertically Correlated Longitudinal Wind Velocities for Structural Analysis and Risk Assessment
errJOURNAL OF STRUCTURAL ENGINEERING
IF3.9
err2022-01-01
err2
PREAI
errKhazaali, Mohanad; Christou, Vasileios; Bocchini, Paolo
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errSave
Framework for probabilistic simulation of power transmission network performance under hurricanes
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2022-01-01
err35
errOAAI
errMa, Liyang; Christou, Vasileios; Bocchini, Paolo
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errSave
Effect of the interaction of corrosion pits among multiple tensile rebars on the reliability of RC structures: Experimental and numerical investigation
errSTRUCTURAL SAFETY
IF6.3
err2021-11-01
err36
errOAAI
errSrivaranun, Supasit; Akiyama, Mitsuyoshi; Bocchini, Paolo; Christou, Vasileios; Frangopol, Dan M.; Fukushima, Hiroyuki; Masuda, Keisuke
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EEG-Based Eye Movement Recognition Using Brain-Computer Interface and Random Forests
errSENSORS
IF3.5
err2021-03-27
err39
errOAAI
errAntoniou, Evangelos; Bozios, Pavlos; Christou, Vasileios; Tzimourta, Katerina D.; Kalafatakis, Konstantinos; G. Tsipouras, Markos; Giannakeas, Nikolaos; Tzallas, Alexandros T.
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Machine Learning Algorithms and Statistical Approaches for Alzheimer's Disease Analysis Based on Resting-State EEG Recordings: A Systematic Review
errINTERNATIONAL JOURNAL OF NEURAL SYSTEMS
IF6.4
err2021-02-16
err49
PREAI
errTzimourta, Katerina D.; Christou, Vasileios; Tzallas, Alexandros T.; Giannakeas, Nikolaos; Astrakas, Loukas G.; Angelidis, Pantelis; Tsalikakis, Dimitrios; Tsipouras, Markos G.
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errSave
Improving the Accuracy of Low-Cost Sensor Measurements for Freezer Automation
errSENSORS
IF3.5
err2020-11-09
err12
errOAAI
errKoritsoglou, Kyriakos; Christou, Vasileios; Ntritsos, Georgios; Tsoumanis, Georgios; Tsipouras, Markos G.; Giannakeas, Nikolaos; Tzallas, Alexandros T.
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errSave
Fragility models of electrical conductors in power transmission networks subjected to hurricanes
errSTRUCTURAL SAFETY
IF6.3
err2020-01-01
err38
errOAAI
errMa, Liyang; Bocchini, Paolo; Christou, Vasileios
errShare
errSave
Hybrid extreme learning machine approach for heterogeneous neural networks
errNEUROCOMPUTING
IF6.5
err2019-10-01
err18
errOAAI
errChristou, Vasileios; Tsipouras, Markos G.; Giannakeas, Nikolaos; Tzallas, Alexandros T.; Brown, Gavin
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errSave
Hybrid extreme learning machine approach for homogeneous neural networks
errNEUROCOMPUTING
IF6.5
err2018-10-01
err10
PREAI
errChristou, Vasileios; Tsipouras, Markos G.; Giannakeas, Nikolalos; Tzallas, Alexandros T.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
D
Dan M. Frangopol
H-index: 89 · Papers: 1.1K
H
Hiroyuki Fukushima
H-index: 38 · Papers: 305
L
Loukas G. Astrakas
H-index: 36 · Papers: 150
A
Alexandros T. Tzallas
H-index: 36 · Papers: 250
M
Markos G. Tsipouras
H-index: 36 · Papers: 218
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