Vasileios Christou

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 18

Top Topics

Method Based On Wavelet

Medical Image Compression

Top Venues

Expert Syst. Appl.

Publications

Matina Ch. Zerva, Vasileios Christou, Nikolaos Giannakeas, Alexandros T. Tzallas, Lisimachos P. Kondi
An Improved Medical Image Compression Method Based on Wavelet Difference Reduction. IEEE Access 11 (2023)
Vasileios Christou, Ioannis G. Tsoulos, Vasileios Loupas, Alexandros T. Tzallas, Christos Gogos, Petros S. Karvelis, Nikolaos Antoniadis, Evripidis Glavas, Nikolaos Giannakeas
Performance and early drop prediction for higher education students using machine learning. Expert Syst. Appl. 225 (2023)
Vasileios Christou, Yuandou Wang, Zhiming Zhao
Towards a Knowledge Graph Enhanced Automation and Collaboration Framework for Digital Twins. e-Science (2023)
Vasileios Christou, Andreas Miltiadous, Ioannis Tsoulos, Evaggelos Karvounis, Katerina D. Tzimourta, Markos G. Tsipouras, Nikolaos P. Anastasopoulos, Alexandros T. Tzallas, Nikolaos Giannakeas
Evaluating the Window Size's Role in Automatic EEG Epilepsy Detection. Sensors 22 (23) (2022)
Liyang Ma, Vasileios Christou, Paolo Bocchini
Framework for probabilistic simulation of power transmission network performance under hurricanes. Reliab. Eng. Syst. Saf. 217 (2022)
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
Ensemble Convolutional Neural Network Classification for Pancreatic Steatosis Assessment in Biopsy Images. Inf. 13 (4) (2022)
Vasileios Christou, Kyriakos Koritsoglou, Georgios Ntritsos, Georgios Tsoumanis, Markos G. Tsipouras, Nikolaos Giannakeas, Evripidis Glavas, Alexandros T. Tzallas
Heterogeneous hybrid extreme learning machine for temperature sensor accuracy improvement. Expert Syst. Appl. 203 (2022)
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
Automatic Hemiplegia Type Detection (Right or Left) Using the Levenberg-Marquardt Backpropagation Method. Inf. 13 (2) (2022)
Vasileios Christou, Alexandros Arjmand, Dimitrios Dimopoulos, Dimitrios Varvarousis, Alexandros T. Tzallas, Christos Gogos, Markos G. Tsipouras, Avraam Ploumis, Nikolaos Giannakeas
Neural Network-Based approach for Hemiplegia Detection via Accelerometer Signals. SEEDA-CECNSM (2021)
Evangelos Antoniou, Pavlos Bozios, Vasileios Christou, Katerina D. Tzimourta, Konstantinos Kalafatakis, Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas
EEG-Based Eye Movement Recognition Using Brain-Computer Interface and Random Forests. Sensors 21 (7) (2021)
Katerina D. Tzimourta, Vasileios Christou, Alexandros T. Tzallas, Nikolaos Giannakeas, Loukas G. Astrakas, Pantelis Angelidis, Dimitrios G. Tsalikakis, Markos G. Tsipouras
Machine Learning Algorithms and Statistical Approaches for Alzheimer's Disease Analysis Based on Resting-State EEG Recordings: A Systematic Review. Int. J. Neural Syst. 31 (5) (2021)
Alexandros Arjmand, Vasileios Christou, Ioannis G. Tsoulos, Markos G. Tsipouras, Alexandros T. Tzallas, Christos Gogos, Euripidis Glavas, Nikolaos Giannakeas
An evolutionary algorithm-based optimization method for the classification and quantification of steatosis prevalence in liver biopsy images. Array 11 (2021)
Alexandros Arjmand, Vasileios Christou, Alexandros T. Tzallas, Markos G. Tsipouras, Constantinos T. Angelis, Georgios Tsoumanis, Evripidis Glavas, Roberta Forlano, Pinelopi Manousou, Nikolaos Giannakeas
Transfer Learning versus Custom CNN Architectures in NAFLD Biopsy Images. TSP (2020)
Ioannis G. Tsoulos, Alexandros T. Tzallas, Markos G. Tsipouras, Vasileios Christou, Dimitrios G. Tsalikakis
Stopping rules for a parallel genetic algorithm. Int. J. Comput. Intell. Stud. 9 (1/2) (2020)
Kyriakos Koritsoglou, Vasileios Christou, Georgios Ntritsos, Georgios Tsoumanis, Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas
Improving the Accuracy of Low-Cost Sensor Measurements for Freezer Automation. Sensors 20 (21) (2020)
Vasileios Christou, Georgios Ntritsos, Alexandros T. Tzallas, Markos G. Tsipouras, Nikolaos Giannakeas
Self-Adaptive Hybrid Extreme Learning Machine for Heterogeneous Neural Networks. IJCNN (2020)
Vasileios Christou, Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas, Gavin Brown
Hybrid extreme learning machine approach for heterogeneous neural networks. Neurocomputing 361 (2019)
Vasileios Christou, Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas
Hybrid extreme learning machine approach for homogeneous neural networks. Neurocomputing 311 (2018)