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Vasileios Christou

Observed names: Christou, Vasileios, V. Christou
ORCID: 0000-0002-3231-8852
Observed ORCID: 0000-0002-3231-8852
OpenAlex ID: A5034481003
EEG-Based Eye Movement Recognition Using Brain–Computer Interface and Random Forests
2021 · Evangelos Antoniou, Pavlos Bozios, et al. · Sensors · 83
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Machine Learning Algorithms and Statistical Approaches for Alzheimer’s Disease Analysis Based on Resting-State EEG Recordings: A Systematic Review
2021 · Katerina D. Tzimourta, Vasileios Christou, et al. · International Journal of Neural Systems · 82
Performance and early drop prediction for higher education students using machine learning
2023 · Vasileios Christou, Ioannis Tsoulos, et al. · Expert Systems with Applications · 77
Framework for probabilistic simulation of power transmission network performance under hurricanes
2021 · Liyang Ma, Vasileios Christou, et al. · Reliability Engineering & System Safety · 75
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Effect of the interaction of corrosion pits among multiple tensile rebars on the reliability of RC structures: Experimental and numerical investigation
2021 · Supasit Srivaranun, Mitsuyoshi Akiyama, et al. · Structural Safety · 53
Fragility models of electrical conductors in power transmission networks subjected to hurricanes
2019 · Liyang Ma, Paolo Bocchini, et al. · Structural Safety · 52
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An Improved Medical Image Compression Method Based on Wavelet Difference Reduction
2023 · Matina C. H. Zerva, Vasileios Christou, et al. · IEEE Access · 37
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Evaluating the Window Size’s Role in Automatic EEG Epilepsy Detection
2022 · Vasileios Christou, Andreas Miltiadous, et al. · Sensors · 37
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Training of Deep Convolutional Neural Networks to Identify Critical Liver Alterations in Histopathology Image Samples
2019 · Alexandros Arjmand, Constantinos T. Angelis, et al. · Applied Sciences · 37
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Improving the Accuracy of Low-Cost Sensor Measurements for Freezer Automation
2020 · Kyriakos Koritsoglou, Vasileios Christou, et al. · Sensors · 29
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Smile outcome comparison of Invisalign and traditional fixed-appliance treatment: A case-control study
2020 · Terpsithea Christou, Roberto Abarca, et al. · American Journal of Orthodontics and Dentofacial Orthopedics · 29
Hybrid extreme learning machine approach for heterogeneous neural networks
2019 · Vasileios Christou, Markos G. Tsipouras, et al. · Neurocomputing · 25
Hybrid extreme learning machine approach for homogeneous neural networks
2018 · Vasileios Christou, Markos G. Tsipouras, et al. · Neurocomputing · 14
Transfer Learning versus Custom CNN Architectures in NAFLD Biopsy Images
2020 · Alexandros Arjmand, Vasileios Christou, et al. · International Conference on Telecommunications and Signal Processing (TSP) · 12
Metrics and algorithm for optimal retrofit strategy of resilient transportation networks
2016 · A. Karamlou, P. Bocchini, et al. · CRC Press eBooks · 10
Heterogeneous hybrid extreme learning machine for temperature sensor accuracy improvement
2022 · Vasileios Christou, Kyriakos Koritsoglou, et al. · Expert Systems with Applications · 8
Probabilistic simulation of power transmission systems affected by hurricane events based on fragility and AC power flow analyses
2019 · Liyang Ma, Vasileios Christou, et al. · Seoul National University Open Repository (Seoul National University) · 8
An evolutionary algorithm-based optimization method for the classification and quantification of steatosis prevalence in liver biopsy images
2021 · Alexandros Arjmand, Vasileios Christou, et al. · Array · 7
Grammatical Evolution-Based Feature Extraction for Hemiplegia Type Detection
2022 · Vasileios Christou, Ioannis Tsoulos, et al. · Signals · 6
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Automatic Hemiplegia Type Detection (Right or Left) Using the Levenberg-Marquardt Backpropagation Method
2022 · Vasileios Christou, Alexandros Arjmand, et al. · Information · 6
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Ensemble Convolutional Neural Network Classification for Pancreatic Steatosis Assessment in Biopsy Images
2022 · Alexandros Arjmand, Odysseas Tsakai, et al. · Information · 5
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Neural Network-Based approach for Hemiplegia Detection via Accelerometer Signals
2021 · Vasileios Christou, Alexandros Arjmand, et al. · South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM) · 3
Higher-order extreme learning machine
2026 · Vasileios Christou · Cognitive Systems Research · 2
Self-Adaptive Hybrid Extreme Learning Machine for Heterogeneous Neural Networks
2020 · Vasileios Christou, Georgios Ntritsos, et al. · International Joint Conference on Neural Networks (IJCNN) · 2
An evolutionary higher-order extreme learning machine method for Parkinson’s disease classification
2026 · Vasileios Christou, Alexandros T. Tzallas, et al. · Brain Network Disorders · 1
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Works count: 32
Citation count: 712
H-index: 13
I10-index: 16
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