Vasileios G. Kanas

22 papers C 5Misc 1Journal 10Unranked 6
YearRankTypeTitle / Venue / Authors
2023 J jnl
Classification of acoustical signals by combining active learning strategies with semi-supervised learning schemes.
Neural Comput. Appl.
Stamatis Karlos, Christos K. Aridas, Vasileios G. Kanas, Sotiris Kotsiantis
2020 J jnl
Uncertainty Based Under-Sampling for Learning Naive Bayes Classifiers Under Imbalanced Data Sets.
IEEE Access
Christos K. Aridas, Stamatis Karlos, Vasileios G. Kanas, Nikos Fazakis, Sotiris B. Kotsiantis
2019 J jnl
Combination of Active Learning and Semi-Supervised Learning under a Self-Training Scheme.
Entropy
Nikos Fazakis, Vasileios G. Kanas, Christos K. Aridas, Stamatis Karlos, Sotiris Kotsiantis
2019 — conf
Combining Active Learning with Self-train algorithm for classification of multimodal problems.
IISA
Stamatis Karlos, Vasileios G. Kanas, Christos K. Aridas, Nikos Fazakis, Sotiris Kotsiantis
2019 Misc conf
Investigating the Benefits of Exploiting Incremental Learners Under Active Learning Scheme.
AIAI
Stamatis Karlos, Vasileios G. Kanas, Nikos Fazakis, Christos K. Aridas, Sotiris Kotsiantis
2018 — conf
An incremental self-trained ensemble algorithm.
EAIS
Stamatis Karlos, Nikos Fazakis, Konstantinos Kaleris, Vasileios G. Kanas, Sotiris Kotsiantis
2018 — conf
Optimized Active Learning Strategy for Audiovisual Speaker Recognition.
SPECOM
Stamatis Karlos, Konstantinos Kaleris, Nikos Fazakis, Vasileios G. Kanas, Sotiris Kotsiantis
2017 J jnl
Learning MRI-based classification models for MGMT methylation status prediction in glioblastoma.
Comput. Methods Programs Biomed.
Vasileios G. Kanas, Evangelia I. Zacharaki, Ginu A. Thomas, Pascal O. Zinn, Vasileios Megalooikonomou, Rivka R. Colen
2016 J jnl
EEG-based Classification of Epileptic and Non-Epileptic Events using Multi-Array Decomposition.
Int. J. Monit. Surveillance Technol. Res.
Evangelia Pippa, Vasileios G. Kanas, Evangelia I. Zacharaki, Vasiliki Tsirka, Michael Koutroumanidis, Vasileios Megalooikonomou
2015 J jnl
A low cost approach for brain tumor segmentation based on intensity modeling and 3D Random Walker.
Biomed. Signal Process. Control.
Vasileios G. Kanas, Evangelia I. Zacharaki, Christos Davatzikos, Kyriakos N. Sgarbas, Vasileios Megalooikonomou
2015 C conf
Classification of epileptic and non-epileptic events using tensor decomposition.
BIBE
Vasileios G. Kanas, Evangelia I. Zacharaki, Evangelia Pippa, Vasiliki Tsirka, Michael Koutroumanidis, Vasileios Megalooikonomou
2015 J jnl
On visual gaze tracking based on a single low cost camera.
Signal Process. Image Commun.
Evangelos Skodras, Vasileios G. Kanas, Nikolaos D. Fakotakis
2015 — conf
Time-Varying Parametric Modeling of ECoG for Syllable Decoding.
BIH
Vasileios G. Kanas, Iosif Mporas, Griffin Milsap, Kyriakos N. Sgarbas, Nathan E. Crone, Anastasios Bezerianos
2014 J jnl
Chimera States in Networks of Nonlocally Coupled Hindmarsh-Rose Neuron Models.
Int. J. Bifurc. Chaos
Johanne Hizanidis, Vasileios G. Kanas, Anastasios Bezerianos, Tassos Bountis
2014 C conf
Existence and control of chimera states in networks of nonlocally coupled models of neuron oscillators.
ICARCV
Johanne Hizanidis, Vasileios G. Kanas, Anastasios Bezerianos, Tassos Bountis
2014 J jnl
Joint Spatial-Spectral Feature Space Clustering for Speech Activity Detection from ECoG Signals.
IEEE Trans. Biomed. Eng.
Vasileios G. Kanas, Iosif Mporas, Heather L. Benz, Kyriakos N. Sgarbas, Anastasios Bezerianos, Nathan E. Crone
2014 C conf
On the development of brain quantum-computer interfaces.
ICARCV
Vasileios G. Kanas, Olga Karamitrou, Kyriakos N. Sgarbas
2014 C conf
Optimal selection of electrocorticographic sensors for voice activity detection.
ICARCV
Vasileios G. Kanas, Iosif Mporas, Heather L. Benz, Kyriakos N. Sgarbas, Nathan E. Crone, Anastasios Bezerianos
2014 — conf
Real-time voice activity detection for ECoG-based speech brain machine interfaces.
DSP
Vasileios G. Kanas, Iosif Mporas, Heather L. Benz, Kyriakos N. Sgarbas, Anastasios Bezerianos, Nathan E. Crone
2013 C conf
Spatio-spectral analysis of ECoG signals during voice activity.
BIBE
Vasileios G. Kanas, Iosif Mporas, Heather L. Benz, Kyriakos N. Sgarbas, Nathan E. Crone, Anastasios Bezerianos
2012 — conf
Combining Outlier Detection with Random Walker for Automatic Brain Tumor Segmentation.
AIAI (2)
Vasileios G. Kanas, Evangelia I. Zacharaki, Evangelos Dermatas, Anastasios Bezerianos, Kyriakos N. Sgarbas, Christos Davatzikos
2011 J jnl
Investigating machine learning techniques for MRI-based classification of brain neoplasms.
Int. J. Comput. Assist. Radiol. Surg.
Evangelia I. Zacharaki, Vasileios G. Kanas, Christos Davatzikos