Kostas Diamantaras

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	All	Since 2016
Citations	4223	1112
h-index	24	12
i10-index	55	16

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Co-authors

Sun-Yuan KungProfessor of Electrical Engineering, Princeton UniversityVerified email at princeton.edu
Theophilos PapadimitriouDemocritus University of ThraceVerified email at econ.duth.gr
Michael G. StrintzisCenter for Research and Technology HellasVerified email at iti.gr
Athina PetropuluECE RutgersVerified email at rutgers.edu
Nicos MaglaverasProfessor - Aristotle University - The Medical School - Lab of Computing, Medical Informatics andVerified email at auth.gr
Konstantinos ChatzisavvasDpt of Electrical and Computer Engineering, University of Western Macedonia & School of MathematicsVerified email at auth.gr
Georgios SarigiannidisCEO mSensisVerified email at msensis.com
Athena VakaliProfessor of Computer Science, Aristotle UniversityVerified email at csd.auth.gr
Athanasios I. MargarisUniversity of MacedoniaVerified email at uom.gr
George A. PapakostasProfessor, Department of Computer Science, International Hellenic University (IHU)Verified email at teiemt.gr
Thanasis VafeiadisCenter for Research and Technology HellasVerified email at iti.gr
Maria GiatsoglouPost doc @ Informatics Dept, Aristotle University, Thessaloniki, GreeceVerified email at csd.auth.gr
Manolis VozalisVerified email at uom.gr
Markos ZampoglouUnaffiliatedVerified email at iti.gr
I. PitasProfessor, Department of Informatics, Aristotle University of Thessaloniki, 54124, Greece.Verified email at csd.auth.gr
Kostas GoulianasAssistant Professor, Department of Informatics, TEI of Thessaloniki, 57400, GreeceVerified email at it.teithe.gr
M KottiDeloitteVerified email at it.teithe.gr
Stefanos OugiaroglouInternational Hellenic University, Thessaloniki, GreeceVerified email at ihu.gr
Georgios EvangelidisProfessor of Computer Science, University of Macedonia, Thessaloniki, GreeceVerified email at uom.edu.gr
Tomas McKelveyProfessor, Department of Electrical Engineering, Signal Processing, Chalmers University ofVerified email at chalmers.se

Kostas Diamantaras

Professor, Department of Information and Electronic Engineering, International Hellenic University

Verified email at ihu.gr - Homepage

Machine Learning Data Analysis Signal Processing Parallel Processing Image and Video Processing


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Principal component neural networks: theory and applications KI Diamantaras, SY Kung Adaptive and learning systems for signal processing communications and control, 1996	1480	1996
ECG pattern recognition and classification using non-linear transformations and neural networks: A review N Maglaveras, T Stamkopoulos, K Diamantaras, C Pappas, M Strintzis International journal of medical informatics 52 (1-3), 191-208, 1998	290	1998
A comparison of machine learning techniques for customer churn prediction T Vafeiadis, KI Diamantaras, G Sarigiannidis, KC Chatzisavvas Simulation Modelling Practice and Theory 55, 1-9, 2015	238	2015
A neural network learning algorithm for adaptive principal component extraction (APEX) SY Kung, KI Diamantaras Acoustics, Speech, and Signal Processing, 1990. ICASSP-90., 1990 …, 1990	229	1990
Sentiment analysis leveraging emotions and word embeddings M Giatsoglou, MG Vozalis, K Diamantaras, A Vakali, G Sarigiannidis, ... Expert Systems with Applications 69, 214-224, 2017	218	2017
Adaptive principal component extraction (APEX) and applications SY Kung, KI Diamantaras, JS Taur Signal Processing, IEEE Transactions on 42 (5), 1202-1217, 1994	214	1994
ECG analysis using nonlinear PCA neural networks for ischemia detection T Stamkopoulos, K Diamantaras, N Maglaveras, M Strintzis Signal Processing, IEEE Transactions on 46 (11), 3058-3067, 1998	196	1998
Blind two-input-two-output FIR channel identification based on frequency domain second-order statistics KI Diamantaras, AP Petropulu, B Chen IEEE Transactions on Signal Processing 48 (2), 534-542, 2000	60	2000
Cross-correlation neural network models KI Diamantaras, SY Kung IEEE Transactions on Signal Processing 42 (11), 3218-3223, 1994	59	1994
Blind MIMO FIR channel identification based on second-order spectra correlations I Bradaric, AP Petropulu, KI Diamantaras IEEE Transactions on Signal Processing 51 (6), 1668-1674, 2003	45	2003
A linear systolic array for real-time morphological image processing KI Diamantaras, SY Kung The Journal of VLSI Signal Processing 17 (1), 43-55, 1997	37	1997
On blind identifiability of FIR-MIMO systems with cyclostationary inputs using second order statistics I Bradaric, AP Petropulu, KI Diamantaras IEEE transactions on signal processing 51 (2), 434-441, 2003	36	2003
Blind deconvolution of multi-input single-output systems with binary sources KI Diamantaras, T Papadimitriou IEEE Transactions on Signal Processing 54 (10), 3720-3731, 2006	32	2006
Blind separation of N binary sources from one observation: a deterministic approach KI Diamantaras, E Chassioti International Workshop on Independent Component Analysis and blind Signal …, 2000	32	2000
Multilayer neural networks for reduced-rank approximation KI Diamantaras, SY Kung IEEE Transactions on Neural Networks 5 (5), 684-697, 1994	32	1994
Behind the Cues: A benchmarking study for Fake News Detection G Gravanis, A Vakali, K Diamantaras, P Karadais Expert Systems with Applications, 2019	31	2019
Video scene segmentation using spatial contours and 3-D robust motion estimation T Papadimitriou, KI Diamantaras, MG Strintzis, M Roumeliotis IEEE Transactions on Circuits and Systems for Video Technology 14 (4), 485-497, 2004	30	2004
Neural networks and principal component analysis KI Diamantaras, YH Hu, JN Hwang Handbook of neural network signal processing 8, 2002	30	2002
An efficient subspace method for the blind identification of multichannel FIR Systems KI Diamantaras, T Papadimitriou Signal Processing, IEEE Transactions on 56 (12), 5833-5839, 2008	28	2008
Occlusion resistant object tracking E Loutas, K Diamantaras, I Pitas Image Processing, 2001. Proceedings. 2001 International Conference on 2, 65 …, 2001	28	2001

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