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Vasileios G. Kanas
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Chimera states in networks of nonlocally coupled Hindmarsh–Rose neuron models
J Hizanidis, VG Kanas, A Bezerianos, T Bountis
International Journal of Bifurcation and Chaos 24 (03), 1450030, 2014
2202014
Learning MRI-based classification models for MGMT methylation status prediction in glioblastoma
VG Kanas, EI Zacharaki, GA Thomas, PO Zinn, V Megalooikonomou, ...
Computer methods and programs in biomedicine 140, 249-257, 2017
892017
Investigating machine learning techniques for MRI-based classification of brain neoplasms
EI Zacharaki, VG Kanas, C Davatzikos
International journal of computer assisted radiology and surgery 6, 821-828, 2011
782011
Uncertainty based under-sampling for learning naive bayes classifiers under imbalanced data sets
CK Aridas, S Karlos, VG Kanas, N Fazakis, SB Kotsiantis
IEEE Access 8, 2122-2133, 2019
592019
Chimera states in a two–population network of coupled pendulum–like elements
T Bountis, VG Kanas, J Hizanidis, A Bezerianos
The European Physical Journal Special Topics 223 (4), 721-728, 2014
592014
On visual gaze tracking based on a single low cost camera
E Skodras, VG Kanas, N Fakotakis
Signal Processing: Image Communication 36, 29-42, 2015
482015
A low cost approach for brain tumor segmentation based on intensity modeling and 3D Random Walker
VG Kanas, EI Zacharaki, C Davatzikos, KN Sgarbas, V Megalooikonomou
Biomedical Signal Processing and Control 22, 19-30, 2015
462015
Joint spatial-spectral feature space clustering for speech activity detection from ECoG signals
VG Kanas, I Mporas, HL Benz, KN Sgarbas, A Bezerianos, NE Crone
IEEE Transactions on Biomedical Engineering 61 (4), 1241-1250, 2014
322014
Combination of active learning and semi-supervised learning under a self-training scheme
N Fazakis, VG Kanas, CK Aridas, S Karlos, S Kotsiantis
Entropy 21 (10), 988, 2019
202019
EEG-based classification of epileptic and non-epileptic events using multi-array decomposition
E Pippa, VG Kanas, EI Zacharaki, V Tsirka, M Koutroumanidis, ...
International Journal of Monitoring and Surveillance Technologies Research …, 2016
202016
Real-time voice activity detection for ECoG-based speech brain machine interfaces
VG Kanas, I Mporas, HL Benz, KN Sgarbas, A Bezerianos, NE Crone
2014 19th International Conference on Digital Signal Processing, 862-865, 2014
202014
Classification of acoustical signals by combining active learning strategies with semi-supervised learning schemes
S Karlos, C Aridas, VG Kanas, S Kotsiantis
Neural Computing and Applications, 1-18, 2023
142023
Combining outlier detection with random walker for automatic brain tumor segmentation
VG Kanas, EI Zacharaki, E Dermatas, A Bezerianos, K Sgarbas, ...
Artificial Intelligence Applications and Innovations: AIAI 2012 …, 2012
122012
Combining active learning with self-train algorithm for classification of multimodal problems
S Karlos, VG Kanas, C Aridas, N Fazakis, S Kotsiantis
2019 10th International Conference on Information, Intelligence, Systems and …, 2019
102019
Classification of epileptic and non-epileptic events using tensor decomposition
VG Kanas, EI Zacharaki, E Pippa, V Tsirka, M Koutroumanidis, ...
2015 IEEE 15th International Conference on Bioinformatics and Bioengineering …, 2015
102015
Optimized active learning strategy for audiovisual speaker recognition
S Karlos, K Kaleris, N Fazakis, VG Kanas, S Kotsiantis
Speech and Computer: 20th International Conference, SPECOM 2018, Leipzig …, 2018
52018
An incremental self-trained ensemble algorithm
S Karlos, N Fazakis, K Kalleris, VG Kanas, S Kotsiantis
2018 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS), 1-8, 2018
42018
On the development of brain quantum-computer interfaces
VG Kanas, O Karamitrou, KN Sgarbas
2014 13th International Conference on Control Automation Robotics & Vision …, 2014
32014
Existence and control of chimera states in networks of nonlocally coupled models of neuron oscillators
J Hizanidis, VG Kanas, A Bezerianos, T Bountis
2014 13th International Conference on Control Automation Robotics & Vision …, 2014
32014
Voice activity detection from electrocorticographic signals
VG Kanas, I Mporas, HL Benz, N Huang, NV Thakor, K Sgarbas, ...
XIII Mediterranean Conference on Medical and Biological Engineering and …, 2014
32014
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