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George Manis
George Manis
Associate Professor, Dept. of Computer Science and Engineering, University of Ioannina, Greece
Email confirmado em cs.uoi.gr
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Ano
Heartbeat time series classification with support vector machines
A Kampouraki, G Manis, C Nikou
IEEE transactions on information technology in biomedicine 13 (4), 512-518, 2008
3572008
Bubble entropy: An entropy almost free of parameters
G Manis, MD Aktaruzzaman, R Sassi
IEEE Transactions on Biomedical Engineering 64 (11), 2711-2718, 2017
1432017
A six stage approach for the diagnosis of the Alzheimer’s disease based on fMRI data
EE Tripoliti, DI Fotiadis, M Argyropoulou, G Manis
Journal of biomedical informatics 43 (2), 307-320, 2010
882010
Fast computation of approximate entropy
G Manis
Computer methods and programs in biomedicine 91 (1), 48-54, 2008
662008
Low computational cost for sample entropy
G Manis, M Aktaruzzaman, R Sassi
Entropy 20 (1), 61, 2018
592018
Automated diagnosis of diseases based on classification: dynamic determination of the number of trees in random forests algorithm
EE Tripoliti, DI Fotiadis, G Manis
IEEE transactions on information technology in biomedicine 16 (4), 615-622, 2011
542011
Experimental analysis of heart rate variability of long-recording electrocardiograms in normal subjects and patients with coronary artery disease and normal left ventricular …
S Nikolopoulos, A Alexandridi, S Nikolakeas, G Manis
Journal of biomedical informatics 36 (3), 202-217, 2003
502003
Arrhythmic sudden cardiac death: substrate, mechanisms and current risk stratification strategies for the post-myocardial infarction patient
P Arsenos, K Gatzoulis, P Dilaveris, G Manis, D Tsiachris, S Archontakis, ...
Hellenic J Cardiol 54 (4), 301-315, 2013
482013
Hardware implementation of Pan & Tompkins QRS detection algorithm
C Pavlatos, A Dimopoulos, G Manis, G Papakonstantinou
452003
Modifications of the construction and voting mechanisms of the random forests algorithm
EE Tripoliti, DI Fotiadis, G Manis
Data & Knowledge Engineering 87, 41-65, 2013
432013
Time dependent fuzzy cognitive maps for medical diagnosis
E Bourgani, CD Stylios, G Manis, VC Georgopoulos
Artificial Intelligence: Methods and Applications: 8th Hellenic Conference …, 2014
362014
Deceleration capacity of heart rate predicts arrhythmic and total mortality in heart failure patients
P Arsenos, G Manis, KA Gatzoulis, P Dilaveris, T Gialernios, A Angelis, ...
Annals of Noninvasive Electrocardiology 21 (5), 508-518, 2016
282016
Decreased scale-specific heart rate variability after multiresolution wavelet analysis predicts sudden cardiac death in heart failure patients
P Arsenos, K Gatzoulis, G Manis, T Gialernios, P Dilaveris, D Tsiachris, ...
International journal of cardiology 154 (3), 358-360, 2012
262012
Assessment of the classification capability of prediction and approximation methods for HRV analysis
G Manis, S Nikolopoulos, A Alexandridi, C Davos
Computers in biology and medicine 37 (5), 642-654, 2007
242007
Risk stratification for arrhythmic sudden cardiac death in heart failure patients using machine learning techniques
G Manis, S Nikolopoulos, P Arsenos, K Gatzoulis, P Dilaveris, ...
Computing in Cardiology 2013, 141-144, 2013
232013
A study on fuzzy cognitive map structures for medical decision support systems
E Bourgani, C Stylios, V Georgopoulos, G Manis
8th conference of the European Society for Fuzzy Logic and Technology …, 2013
232013
Dynamic construction of Random Forests: Evaluation using biomedical engineering problems
EE Tripoliti, DI Fotiadis, G Manis
Proceedings of the 10th IEEE International Conference on Information …, 2010
232010
Deceleration Capacity of heart rate: Two new methods of computation
P Arsenos, G Manis
Biomedical Signal Processing and Control 14, 158-163, 2014
192014
Robustness of support vector machine-based classification of heart rate signals
A Kampouraki, C Nikou, G Manis
2006 International Conference of the IEEE Engineering in Medicine and …, 2006
182006
Block entropy analysis of heart rate variability signals
K Karamanos, S Nikolopoulos, K Hizanidis, G Manis, A Alexandridi, ...
International Journal of Bifurcation and Chaos 16 (07), 2093-2101, 2006
182006
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