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Vasileios Christou
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Machine learning algorithms and statistical approaches for Alzheimer’s disease analysis based on resting-state EEG recordings: A systematic review
KD Tzimourta, V Christou, AT Tzallas, N Giannakeas, LG Astrakas, ...
International journal of neural systems 31 (05), 2130002, 2021
482021
EEG-based eye movement recognition using brain–computer interface and random forests
E Antoniou, P Bozios, V Christou, KD Tzimourta, K Kalafatakis, ...
Sensors 21 (7), 2339, 2021
432021
Training of deep convolutional neural networks to identify critical liver alterations in histopathology image samples
A Arjmand, CT Angelis, V Christou, AT Tzallas, MG Tsipouras, E Glavas, ...
Applied Sciences 10 (1), 42, 2019
352019
Hybrid extreme learning machine approach for heterogeneous neural networks
V Christou, MG Tsipouras, N Giannakeas, AT Tzallas, G Brown
Neurocomputing 361, 137-150, 2019
272019
Hybrid extreme learning machine approach for homogeneous neural networks
V Christou, MG Tsipouras, N Giannakeas, AT Tzallas
Neurocomputing 311, 397-412, 2018
172018
Surveying users' practices regarding mobile phones' security features
I Androulidakis, V Christou, NG Bardis, I Stilios
Proceedings of the 3rd international conference on European computing …, 2009
142009
Improving the accuracy of low-cost sensor measurements for freezer automation
K Koritsoglou, V Christou, G Ntritsos, G Tsoumanis, MG Tsipouras, ...
Sensors 20 (21), 6389, 2020
122020
Transfer Learning versus Custom CNN Architectures in NAFLD Biopsy Images
A Arjmand, V Christou, AT Tzallas, MG Tsipouras, CT Angelis, ...
2020 43rd International Conference on Telecommunications and Signal …, 2020
122020
Evaluating the Window Size’s Role in Automatic EEG Epilepsy Detection
V Christou, A Miltiadous, I Tsoulos, E Karvounis, KD Tzimourta, ...
Sensors 22 (23), 9233, 2022
112022
Automatic hemiplegia type detection (right or left) using the Levenberg-Marquardt backpropagation method
V Christou, A Arjmand, D Dimopoulos, D Varvarousis, I Tsoulos, ...
Information 13 (2), 101, 2022
62022
Grammatical Evolution-Based Feature Extraction for Hemiplegia Type Detection
V Christou, I Tsoulos, A Arjmand, D Dimopoulos, D Varvarousis, ...
Signals 3 (4), 737-751, 2022
42022
An evolutionary algorithm-based optimization method for the classification and quantification of steatosis prevalence in liver biopsy images
A Arjmand, V Christou, IG Tsoulos, MG Tsipouras, AT Tzallas, C Gogos, ...
Array 11, 100078, 2021
42021
Performance and early drop prediction for higher education students using machine learning
V Christou, I Tsoulos, V Loupas, AT Tzallas, C Gogos, PS Karvelis, ...
Expert Systems with Applications 225, 120079, 2023
32023
An improved medical image compression method based on wavelet difference reduction
MCH Zerva, V Christou, N Giannakeas, AT Tzallas, LP Kondi
IEEE Access 11, 18026-18037, 2023
32023
Heterogeneous hybrid extreme learning machine for temperature sensor accuracy improvement
V Christou, K Koritsoglou, G Ntritsos, G Tsoumanis, MG Tsipouras, ...
Expert Systems with Applications 203, 117488, 2022
32022
Ensemble Convolutional Neural Network Classification for Pancreatic Steatosis Assessment in Biopsy Images
A Arjmand, O Tsakai, V Christou, AT Tzallas, MG Tsipouras, R Forlano, ...
Information 13 (4), 160, 2022
32022
Modern telephony threats & countermeasures
II Androulidakis, VP Christou, AS Karametis, CA Papanikolaou
WSEAS International Conference. Proceedings. Mathematics and Computers in …, 2008
32008
Neural network-based approach for hemiplegia detection via accelerometer signals
V Christou, A Arjmand, D Dimopoulos, D Varvarousis, AT Tzallas, ...
2021 6th South-East Europe Design Automation, Computer Engineering, Computer …, 2021
22021
Automated Quantification of Pancreatic Steatosis in Biopsy Images using a Classification Based System
A Arjmand, M Pappas, O Tsakai, V Christou, AT Tzallas, MG Tsipouras, ...
2021 6th South-East Europe Design Automation, Computer Engineering, Computer …, 2021
12021
Self-adaptive hybrid extreme learning machine for heterogeneous neural networks
V Christou, G Ntritsos, AT Tzallas, MG Tsipouras, N Giannakeas
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
12020
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Articles 1–20