Vasileios Christou

20 papers B 2Journal 15Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	An evolutionary extreme learning machine algorithm for multi-cube unit single-layer neural networks. Appl. Soft Comput. Vasileios Christou, Alexandros T. Tzallas, Christos Gogos, Markos G. Tsipouras, Georgios Tsoumanis, Nikolaos Giannakeas
2023	J	`jnl`	An Improved Medical Image Compression Method Based on Wavelet Difference Reduction. IEEE Access Matina Ch. Zerva, Vasileios Christou, Nikolaos Giannakeas, Alexandros T. Tzallas, Lisimachos P. Kondi
2023	J	`jnl`	Performance and early drop prediction for higher education students using machine learning. Expert Syst. Appl. Vasileios Christou, Ioannis G. Tsoulos, Vasileios Loupas, Alexandros T. Tzallas, Christos Gogos, Petros S. Karvelis, Nikolaos Antoniadis, Evripidis Glavas, Nikolaos Giannakeas
2023	B	`conf`	Towards a Knowledge Graph Enhanced Automation and Collaboration Framework for Digital Twins. e-Science Vasileios Christou, Yuandou Wang, Zhiming Zhao
2022	J	`jnl`	Automatic Hemiplegia Type Detection (Right or Left) Using the Levenberg-Marquardt Backpropagation Method. Inf. Vasileios Christou, Alexandros Arjmand, Dimitrios Dimopoulos, Dimitrios Varvarousis, Ioannis G. Tsoulos, Alexandros T. Tzallas, Christos Gogos, Markos G. Tsipouras, Evripidis Glavas, Avraam Ploumis, Nikolaos Giannakeas
2022	J	`jnl`	Ensemble Convolutional Neural Network Classification for Pancreatic Steatosis Assessment in Biopsy Images. Inf. Alexandros Arjmand, Odysseas Tsakai, Vasileios Christou, Alexandros T. Tzallas, Markos G. Tsipouras, Roberta Forlano, Pinelopi Manousou, Robert D. Goldin, Christos Gogos, Evripidis Glavas, Nikolaos Giannakeas
2022	J	`jnl`	Evaluating the Window Size's Role in Automatic EEG Epilepsy Detection. Sensors Vasileios Christou, Andreas Miltiadous, Ioannis G. Tsoulos, Evaggelos Karvounis, Katerina D. Tzimourta, Markos G. Tsipouras, Nikolaos P. Anastasopoulos, Alexandros T. Tzallas, Nikolaos Giannakeas
2022	J	`jnl`	Framework for probabilistic simulation of power transmission network performance under hurricanes. Reliab. Eng. Syst. Saf. Liyang Ma, Vasileios Christou, Paolo Bocchini
2022	J	`jnl`	Heterogeneous hybrid extreme learning machine for temperature sensor accuracy improvement. Expert Syst. Appl. Vasileios Christou, Kyriakos Koritsoglou, Georgios Ntritsos, Georgios Tsoumanis, Markos G. Tsipouras, Nikolaos Giannakeas, Evripidis Glavas, Alexandros T. Tzallas
2021	J	`jnl`	An evolutionary algorithm-based optimization method for the classification and quantification of steatosis prevalence in liver biopsy images. Array Alexandros Arjmand, Vasileios Christou, Ioannis G. Tsoulos, Markos G. Tsipouras, Alexandros T. Tzallas, Christos Gogos, Euripidis Glavas, Nikolaos Giannakeas
2021	J	`jnl`	EEG-Based Eye Movement Recognition Using Brain-Computer Interface and Random Forests. Sensors Evangelos Antoniou, Pavlos Bozios, Vasileios Christou, Katerina D. Tzimourta, Konstantinos Kalafatakis, Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas
2021	J	`jnl`	Machine Learning Algorithms and Statistical Approaches for Alzheimer's Disease Analysis Based on Resting-State EEG Recordings: A Systematic Review. Int. J. Neural Syst. Katerina D. Tzimourta, Vasileios Christou, Alexandros T. Tzallas, Nikolaos Giannakeas, Loukas G. Astrakas, Pantelis Angelidis, Dimitrios G. Tsalikakis, Markos G. Tsipouras
2021	—	`conf`	Neural Network-Based approach for Hemiplegia Detection via Accelerometer Signals. SEEDA-CECNSM Vasileios Christou, Alexandros Arjmand, Dimitrios Dimopoulos, Dimitrios Varvarousis, Alexandros T. Tzallas, Christos Gogos, Markos G. Tsipouras, Avraam Ploumis, Nikolaos Giannakeas
2020	J	`jnl`	Improving the Accuracy of Low-Cost Sensor Measurements for Freezer Automation. Sensors Kyriakos Koritsoglou, Vasileios Christou, Georgios Ntritsos, Georgios Tsoumanis, Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas
2020	B	`conf`	Self-Adaptive Hybrid Extreme Learning Machine for Heterogeneous Neural Networks. IJCNN Vasileios Christou, Georgios Ntritsos, Alexandros T. Tzallas, Markos G. Tsipouras, Nikolaos Giannakeas
2020	J	`jnl`	Stopping rules for a parallel genetic algorithm. Int. J. Comput. Intell. Stud. Ioannis G. Tsoulos, Alexandros T. Tzallas, Markos G. Tsipouras, Vasileios Christou, Dimitrios G. Tsalikakis
2020	—	`conf`	Transfer Learning versus Custom CNN Architectures in NAFLD Biopsy Images. TSP Alexandros Arjmand, Vasileios Christou, Alexandros T. Tzallas, Markos G. Tsipouras, Constantinos T. Angelis, Georgios Tsoumanis, Evripidis Glavas, Roberta Forlano, Pinelopi Manousou, Nikolaos Giannakeas
2019	—	`—`	Evolution of a heterogeneous hybrid extreme learning machine. Vasileios Christou
2019	J	`jnl`	Hybrid extreme learning machine approach for heterogeneous neural networks. Neurocomputing Vasileios Christou, Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas, Gavin Brown
2018	J	`jnl`	Hybrid extreme learning machine approach for homogeneous neural networks. Neurocomputing Vasileios Christou, Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas