Konstantinos Diamantaras

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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 Maglaveras, FEAMBESProfessor - Aristotle University of Thessaloniki - School of Medicine - Lab of Computing, MedicalVerified 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 Thessaly, Department of Digital SystemsVerified email at uth.gr
Thanasis VafeiadisPostdoctoral research fellow at Information Technologies Institute (CERTH - ITI)Verified email at iti.gr
Maria GiatsoglouPost doc @ Informatics Dept, Aristotle University, Thessaloniki, GreeceVerified email at csd.auth.gr
Manolis VozalisVerified email at uom.gr
George A. PapakostasProfessor, MLV Research Group, Department of Computer Science, International Hellenic UniversityVerified email at cs.ihu.gr
Markos ZampoglouUnaffiliatedVerified email at iti.gr
I. PitasProfessor, Department of Informatics, Aristotle University of Thessaloniki, 54124, Greece.Verified email at csd.auth.gr
Georgios GravanisIHUVerified email at iee.ihu.gr
Euclid KeramopoulosAssociate Professor,Dept of Information and Electronic Engineering,International Hellenic UniversityVerified email at ihu.gr
Stefanos OugiaroglouUniversity of the Peloponnese, GreeceVerified email at uop.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

Konstantinos 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


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Principal component neural networks: theory and applications KI Diamantaras, SY Kung Adaptive and learning systems for signal processing communications and control, 1996	1547	1996
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	326	2015
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	305	1998
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	302	2017
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	243	1990
Adaptive principal component extraction (APEX) and applications SY Kung, KI Diamantaras, JS Taur Signal Processing, IEEE Transactions on 42 (5), 1202-1217, 1994	226	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	213	1998
Behind the Cues: A benchmarking study for Fake News Detection G Gravanis, A Vakali, K Diamantaras, P Karadais Expert Systems with Applications, 2019	81	2019
Cross-correlation neural network models KI Diamantaras, SY Kung IEEE Transactions on Signal Processing 42 (11), 3218-3223, 1994	64	1994
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	62	2000
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	46	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	40	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	38	2003
Enhancing the functionality of augmented reality using deep learning, semantic web and knowledge graphs: A review G Lampropoulos, E Keramopoulos, K Diamantaras Visual Informatics 4 (1), 32-42, 2020	36	2020
Multilayer neural networks for reduced-rank approximation KI Diamantaras, SY Kung IEEE Transactions on Neural Networks 5 (5), 684-697, 1994	35	1994
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	32	2008
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
Neural networks and principal component analysis KI Diamantaras Handbook of neural networks for signal processing, 8-1-8-38, 2001	32*	2001
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
Market sentiment and exchange rate directional forecasting V Plakandaras, T Papadimitriou, P Gogas, K Diamantaras Algorithmic Finance 4 (1-2), 69-79, 2015	31	2015

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