Vasileios G. Kanas

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 13

Top Topics

Optimal Selection

Imbalanced Data Sets

Active Learning

Naive Bayes Classifier

Top Venues

Int. J. Monit. Surveillance Technol. Res.

Publications

Stamatis Karlos, Christos K. Aridas, Vasileios G. Kanas, Sotiris Kotsiantis
Classification of acoustical signals by combining active learning strategies with semi-supervised learning schemes. Neural Comput. Appl. 35 (1) (2023)
Christos K. Aridas, Stamatis Karlos, Vasileios G. Kanas, Nikos Fazakis, Sotiris B. Kotsiantis
Uncertainty Based Under-Sampling for Learning Naive Bayes Classifiers Under Imbalanced Data Sets. IEEE Access 8 (2020)
Stamatis Karlos, Vasileios G. Kanas, Christos K. Aridas, Nikos Fazakis, Sotiris Kotsiantis
Combining Active Learning with Self-train algorithm for classification of multimodal problems. IISA (2019)
Nikos Fazakis, Vasileios G. Kanas, Christos K. Aridas, Stamatis Karlos, Sotiris Kotsiantis
Combination of Active Learning and Semi-Supervised Learning under a Self-Training Scheme. Entropy 21 (10) (2019)
Stamatis Karlos, Vasileios G. Kanas, Nikos Fazakis, Christos K. Aridas, Sotiris Kotsiantis
Investigating the Benefits of Exploiting Incremental Learners Under Active Learning Scheme. AIAI (2019)
Stamatis Karlos, Nikos Fazakis, Konstantinos Kaleris, Vasileios G. Kanas, Sotiris Kotsiantis
An incremental self-trained ensemble algorithm. EAIS (2018)
Stamatis Karlos, Konstantinos Kaleris, Nikos Fazakis, Vasileios G. Kanas, Sotiris Kotsiantis
Optimized Active Learning Strategy for Audiovisual Speaker Recognition. SPECOM (2018)
Vasileios G. Kanas, Evangelia I. Zacharaki, Ginu A. Thomas, Pascal O. Zinn, Vasileios Megalooikonomou, Rivka R. Colen
Learning MRI-based classification models for MGMT methylation status prediction in glioblastoma. Comput. Methods Programs Biomed. 140 (2017)
Evangelia Pippa, Vasileios G. Kanas, Evangelia I. Zacharaki, Vasiliki Tsirka, Michael Koutroumanidis, Vasileios Megalooikonomou
EEG-based Classification of Epileptic and Non-Epileptic Events using Multi-Array Decomposition. Int. J. Monit. Surveillance Technol. Res. 4 (2) (2016)
Vasileios G. Kanas, Evangelia I. Zacharaki, Evangelia Pippa, Vasiliki Tsirka, Michael Koutroumanidis, Vasileios Megalooikonomou
Classification of epileptic and non-epileptic events using tensor decomposition. BIBE (2015)
Evangelos Skodras, Vasileios G. Kanas, Nikolaos D. Fakotakis
On visual gaze tracking based on a single low cost camera. Signal Process. Image Commun. 36 (2015)
Vasileios G. Kanas, Evangelia I. Zacharaki, Christos Davatzikos, Kyriakos N. Sgarbas, Vasileios Megalooikonomou
A low cost approach for brain tumor segmentation based on intensity modeling and 3D Random Walker. Biomed. Signal Process. Control. 22 (2015)
Vasileios G. Kanas, Iosif Mporas, Griffin Milsap, Kyriakos N. Sgarbas, Nathan E. Crone, Anastasios Bezerianos
Time-Varying Parametric Modeling of ECoG for Syllable Decoding. BIH (2015)
Vasileios G. Kanas, Iosif Mporas, Heather L. Benz, Kyriakos N. Sgarbas, Anastasios Bezerianos, Nathan E. Crone
Real-time voice activity detection for ECoG-based speech brain machine interfaces. DSP (2014)
Johanne Hizanidis, Vasileios G. Kanas, Anastasios Bezerianos, Tassos Bountis
Chimera States in Networks of Nonlocally Coupled Hindmarsh-Rose Neuron Models. Int. J. Bifurc. Chaos 24 (3) (2014)
Vasileios G. Kanas, Iosif Mporas, Heather L. Benz, Kyriakos N. Sgarbas, Nathan E. Crone, Anastasios Bezerianos
Optimal selection of electrocorticographic sensors for voice activity detection. ICARCV (2014)
Vasileios G. Kanas, Iosif Mporas, Heather L. Benz, Kyriakos N. Sgarbas, Anastasios Bezerianos, Nathan E. Crone
Joint Spatial-Spectral Feature Space Clustering for Speech Activity Detection from ECoG Signals. IEEE Trans. Biomed. Eng. 61 (4) (2014)
Johanne Hizanidis, Vasileios G. Kanas, Anastasios Bezerianos, Tassos Bountis
Existence and control of chimera states in networks of nonlocally coupled models of neuron oscillators. ICARCV (2014)
Vasileios G. Kanas, Olga Karamitrou, Kyriakos N. Sgarbas
On the development of brain quantum-computer interfaces. ICARCV (2014)
Vasileios G. Kanas, Iosif Mporas, Heather L. Benz, Kyriakos N. Sgarbas, Nathan E. Crone, Anastasios Bezerianos
Spatio-spectral analysis of ECoG signals during voice activity. BIBE (2013)
Vasileios G. Kanas, Evangelia I. Zacharaki, Evangelos Dermatas, Anastasios Bezerianos, Kyriakos N. Sgarbas, Christos Davatzikos
Combining Outlier Detection with Random Walker for Automatic Brain Tumor Segmentation. AIAI (2) (2012)
Evangelia I. Zacharaki, Vasileios G. Kanas, Christos Davatzikos
Investigating machine learning techniques for MRI-based classification of brain neoplasms. Int. J. Comput. Assist. Radiol. Surg. 6 (6) (2011)