Vasileios G. Kanas

Orcid: 0000-0002-0824-8938

According to our database1, Vasileios G. Kanas authored at least 22 papers between 2011 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Classification of acoustical signals by combining active learning strategies with semi-supervised learning schemes.
Neural Comput. Appl., 2023

2020
Uncertainty Based Under-Sampling for Learning Naive Bayes Classifiers Under Imbalanced Data Sets.
IEEE Access, 2020

2019
Combination of Active Learning and Semi-Supervised Learning under a Self-Training Scheme.
Entropy, 2019

Combining Active Learning with Self-train algorithm for classification of multimodal problems.
Proceedings of the 10th International Conference on Information, 2019

Investigating the Benefits of Exploiting Incremental Learners Under Active Learning Scheme.
Proceedings of the Artificial Intelligence Applications and Innovations, 2019

2018
Optimized Active Learning Strategy for Audiovisual Speaker Recognition.
Proceedings of the Speech and Computer - 20th International Conference, 2018

An incremental self-trained ensemble algorithm.
Proceedings of the 2018 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2018

2017
Learning MRI-based classification models for MGMT methylation status prediction in glioblastoma.
Comput. Methods Programs Biomed., 2017

2016
EEG-based Classification of Epileptic and Non-Epileptic Events using Multi-Array Decomposition.
Int. J. Monit. Surveillance Technol. Res., 2016

2015
On visual gaze tracking based on a single low cost camera.
Signal Process. Image Commun., 2015

A low cost approach for brain tumor segmentation based on intensity modeling and 3D Random Walker.
Biomed. Signal Process. Control., 2015

Time-Varying Parametric Modeling of ECoG for Syllable Decoding.
Proceedings of the Brain Informatics and Health - 8th International Conference, 2015

Classification of epileptic and non-epileptic events using tensor decomposition.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015

2014
Joint Spatial-Spectral Feature Space Clustering for Speech Activity Detection from ECoG Signals.
IEEE Trans. Biomed. Eng., 2014

Chimera States in Networks of Nonlocally Coupled Hindmarsh-Rose Neuron Models.
Int. J. Bifurc. Chaos, 2014

Real-time voice activity detection for ECoG-based speech brain machine interfaces.
Proceedings of the 19th International Conference on Digital Signal Processing, 2014

Optimal selection of electrocorticographic sensors for voice activity detection.
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

On the development of brain quantum-computer interfaces.
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

Existence and control of chimera states in networks of nonlocally coupled models of neuron oscillators.
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

2013
Spatio-spectral analysis of ECoG signals during voice activity.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

2012
Combining Outlier Detection with Random Walker for Automatic Brain Tumor Segmentation.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012

2011
Investigating machine learning techniques for MRI-based classification of brain neoplasms.
Int. J. Comput. Assist. Radiol. Surg., 2011


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