Vasileios G. Kanas

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	All	Since 2016
Citations	469	396
h-index	9	9
i10-index	9	9

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2013201420152016201720182019202020218 24 34 62 61 77 79 100 17

Co-authors

Anastasios BezerianosProfessor of Medical Physics and Cognitive NeuroengineeringVerified email at upatras.gr
Evangelia I. ZacharakiVVR Group, Electrical and Computer Engineering, University of Patras, GreeceVerified email at upatras.gr
Kyriakos Sgarbas (Κυριάκος Σγάρμπας)Assoc. Professor, Dept. of Electrical & Computer Engineering, University of Patras, Hellas (Greece)Verified email at upatras.gr
Johanne HizanidisPhysics Department, University of CreteVerified email at physics.uoc.gr
Stamatis Karlos, Postdoctoral Researc...School of Informatics, Aristotle University of ThessalonikiVerified email at csd.auth.gr
Vasileios MegalooikonomouProfessor of Computer Engineering and Informatics, University of PatrasVerified email at ceid.upatras.gr
Nikos FazakisUniversity of PatrasVerified email at fazakis.gr
Sotiris KotsiantisAssistant Professor, Department of Mathematics, University of Patras, GreeceVerified email at math.upatras.gr
Christos DavatzikosDirector, Center for Biomedical Image Computing and Analytics, Professor of Radiology, andVerified email at uphs.upenn.edu
Nathan E. Crone, M.D.The Johns Hopkins University School of MedicineVerified email at jhmi.edu
Iosif MporasSenior Lecturer (Assist. Professor) in Information Engineering, University of HertfordshireVerified email at herts.ac.uk
Heather BenzAssociate Director, Clinical Research, EthiconVerified email at its.jnj.com
Christos K. AridasComputational Intelligence Laboratory, Department of Mathematics, University of Patras, GreeceVerified email at upatras.gr
Pascal O. ZinnAssistant Professor, Department of Neurosurgery, University of Pittsburgh Medical CenterVerified email at pitt.edu
Rivka R. ColenMD Anderson Cancer CenterVerified email at mdanderson.org
Ginu ThomasSt Vincent’s Medical Center, Bridgeport,CTVerified email at hhchealth.org
Nikos FakotakisΚαθηγητής Ηλεκτρολόγων και Ηλεκτρονικών Μηχανικών, ΠανεπιστήμιοVerified email at upatras.gr
Evangelos SkodrasUniversity of PatrasVerified email at upatras.gr
Evangelos DermatasAssociate professor, Department of Computer Engineering & Informatics, University of PatrasVerified email at upatras.gr
Tassos BountisUniversity of Patras

Vasileios G. Kanas

University of Patras

Verified email at upatras.gr

image/signal processing machine learning brain mapping/connectivity


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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	156	2014
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 (6), 821-828, 2011	61	2011
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	52	2014
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	43	2017
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	35	2015
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	28	2015
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	21	2014
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	12	2016
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	10	2019
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	9	2014
Combining outlier detection with random walker for automatic brain tumor segmentation VG Kanas, EI Zacharaki, E Dermatas, A Bezerianos, K Sgarbas, ... IFIP International Conference on Artificial Intelligence Applications and …, 2012	9	2012
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	6	2019
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	5	2019
Optimized Active Learning Strategy for Audiovisual Speaker Recognition S Karlos, K Kaleris, N Fazakis, VG Kanas, S Kotsiantis International Conference on Speech and Computer, 281-290, 2018	4	2018
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	4	2018
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	4	2015
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	4	2014
Investigating the benefits of exploiting incremental learners under active learning scheme S Karlos, VG Kanas, N Fazakis, C Aridas, S Kotsiantis IFIP International Conference on Artificial Intelligence Applications and …, 2019	2	2019
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	2	2014
Safety property comparison between Gröbner bases and BDD-based model checking method S Alwi, Y Fujimoto 2014 13th International Conference on Control Automation Robotics & Vision …, 2014	1	2014

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