| 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 | 50 | 2021 |
| 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 | 49 | 2021 |
| 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 | 35 | 2019 |
| Hybrid extreme learning machine approach for heterogeneous neural networks V Christou, MG Tsipouras, N Giannakeas, AT Tzallas, G Brown Neurocomputing 361, 137-150, 2019 | 26 | 2019 |
| Hybrid extreme learning machine approach for homogeneous neural networks V Christou, MG Tsipouras, N Giannakeas, AT Tzallas Neurocomputing 311, 397-412, 2018 | 18 | 2018 |
| 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 | 15 | 2022 |
| 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 | 14 | 2020 |
| 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 | 14 | 2009 |
| 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 | 12 | 2020 |
| 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 | 8 | 2023 |
| 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 | 7 | 2022 |
| 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 | 4 | 2023 |
| 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 | 4 | 2022 |
| 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 | 4 | 2021 |
| 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 | 3 | 2022 |
| 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 | 3 | 2022 |
| 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 | 3 | 2021 |
| Modern telephony threats & countermeasures II Androulidakis, VP Christou, AS Karametis, CA Papanikolaou WSEAS International Conference. Proceedings. Mathematics and Computers in …, 2008 | 3 | 2008 |
| 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 | 1 | 2021 |
| 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 | 1 | 2020 |
