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 - 2nd Dept. of ObstetricsVerified 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
Euclid KeramopoulosAssociate Professor,Dept of Information and Electronic Engineering,International Hellenic UniversityVerified email at ihu.gr
Georgios GravanisIHUVerified email at iee.ihu.gr
Georgios EvangelidisProfessor of Computer Science, University of Macedonia, Thessaloniki, GreeceVerified email at uom.edu.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
George A. PapakostasProfessor, MLV Research Group, Department of Computer Science, International Hellenic UniversityVerified email at cs.ihu.gr
Maria GiatsoglouPost doc @ Informatics Dept, Aristotle University, Thessaloniki, GreeceVerified email at csd.auth.gr
Manolis VozalisVerified email at uom.gr
Michail SalampasisProfessor at International Hellenic UniversityVerified email at ihu.gr
Markos ZampoglouUnaffiliatedVerified email at iti.gr
Stefanos OugiaroglouInternational Hellenic UniversityVerified email at ihu.gr
I. PitasProfessor, Department of Informatics, Aristotle University of Thessaloniki, 54124, Greece.Verified email at csd.auth.gr

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	1579	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	443	2015
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	363	2017
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	316	1998
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	248	1990
Adaptive principal component extraction (APEX) and applications SY Kung, KI Diamantaras, JS Taur Signal Processing, IEEE Transactions on 42 (5), 1202-1217, 1994	230	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	222	1998
Behind the Cues: A benchmarking study for Fake News Detection G Gravanis, A Vakali, K Diamantaras, P Karadais Expert Systems with Applications, 2019	154	2019
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	67	2020
Cross-correlation neural network models KI Diamantaras, SY Kung IEEE Transactions on Signal Processing 42 (11), 3218-3223, 1994	66	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	61	2000
Airfare prices prediction using machine learning techniques K Tziridis, T Kalampokas, GA Papakostas, KI Diamantaras 2017 25th European Signal Processing Conference (EUSIPCO), 1036-1039, 2017	48	2017
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	47	2003
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
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
Multilayer neural networks for reduced-rank approximation KI Diamantaras, SY Kung IEEE Transactions on Neural Networks 5 (5), 684-697, 1994	36	1994
Market sentiment and exchange rate directional forecasting V Plakandaras, T Papadimitriou, P Gogas, K Diamantaras Algorithmic Finance 4 (1-2), 69-79, 2015	35	2015
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	35	2008
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	34	2000
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	33	2006

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