Vasileios G. Kanas

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Anastasios BezerianosProfessor of Medical Physics and Cognitive NeuroengineeringAdresse e-mail validée de upatras.gr
Evangelia I. ZacharakiDep. of Radiation Oncology, University of Miami, USAAdresse e-mail validée de miami.edu
Kyriakos Sgarbas (Κυριάκος Σγάρμπας)Assoc. Professor, Dept. of Electrical & Computer Engineering, University of Patras, Hellas (Greece)Adresse e-mail validée de upatras.gr
Stamatis Karlos, Postdoctoral Researc...School of Informatics, Aristotle University of ThessalonikiAdresse e-mail validée de csd.auth.gr
Sotiris KotsiantisAssistant Professor, Department of Mathematics, University of Patras, GreeceAdresse e-mail validée de math.upatras.gr
Johanne HizanidisPhysics Department, University of CreteAdresse e-mail validée de physics.uoc.gr
Vasileios MegalooikonomouProfessor of Computer Engineering and Informatics, University of PatrasAdresse e-mail validée de ceid.upatras.gr
Nikos FazakisUniversity of PatrasAdresse e-mail validée de fazakis.gr
Nathan E. Crone, M.D.The Johns Hopkins University School of MedicineAdresse e-mail validée de jhmi.edu
Iosif MporasReader in Signal Processing and Machine Learning (Associate Professor)Adresse e-mail validée de herts.ac.uk
Christos K. AridasComputational Intelligence Laboratory, Department of Mathematics, University of Patras, GreeceAdresse e-mail validée de upatras.gr
Christos DavatzikosDirector, AI2D Center for AI and Data Science for Integrated Diagnostics, Professor of Radiology/ESEAdresse e-mail validée de pennmedicine.upenn.edu
Heather BenzAssociate Director, Clinical Research, EthiconAdresse e-mail validée de its.jnj.com
Pascal O. ZinnAssistant Professor, Department of Neurosurgery, University of Pittsburgh Medical CenterAdresse e-mail validée de pitt.edu
Rivka R. ColenMD Anderson Cancer CenterAdresse e-mail validée de mdanderson.org
Ginu ThomasFellow, University of Washington, Seattle,WAAdresse e-mail validée de uw.edu
Nikos FakotakisΚαθηγητής Ηλεκτρολόγων και Ηλεκτρονικών Μηχανικών, ΠανεπιστήμιοAdresse e-mail validée de upatras.gr
Evangelos SkodrasUniversity of PatrasAdresse e-mail validée de upatras.gr
Evangelos DermatasAssociate professor, Department of Computer Engineering & Informatics, University of PatrasAdresse e-mail validée de upatras.gr
Tassos BountisUniversity of Patras

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Vasileios G. Kanas

University of Patras

Adresse e-mail validée de upatras.gr

image/signal processing machine learning brain mapping/connectivity


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
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	201	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	77	2017
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	73	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	57	2014
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	47	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	41	2015
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	31	2019
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	29	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	18	2016
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	18	2014
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	17	2019
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	11	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	10	2019
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	7	2015
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, 2021	6	2021
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
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	4	2018
On the development of brain quantum-computer interfaces VG Kanas, O Karamitrou, KN Sgarbas 2014 13th International Conference on Control Automation Robotics & Vision …, 2014	3	2014
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	3	2014
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

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