Konstantinos Diamantaras
Konstantinos Diamantaras
Professor, Department of Information and Electronic Engineering, International Hellenic University
Verified email at ihu.gr - Homepage
Cited by
Cited by
Principal component neural networks: theory and applications
KI Diamantaras, SY Kung
Adaptive and learning systems for signal processing communications and control, 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
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
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
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
Adaptive principal component extraction (APEX) and applications
SY Kung, KI Diamantaras, JS Taur
Signal Processing, IEEE Transactions on 42 (5), 1202-1217, 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
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
Cross-correlation neural network models
KI Diamantaras, SY Kung
IEEE Transactions on Signal Processing 42 (11), 3218-3223, 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
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
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
Behind the Cues: A benchmarking study for Fake News Detection
G Gravanis, A Vakali, K Diamantaras, P Karadais
Expert Systems with Applications, 2019
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
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
Multilayer neural networks for reduced-rank approximation
KI Diamantaras, SY Kung
IEEE Transactions on Neural Networks 5 (5), 684-697, 1994
Neural networks and principal component analysis
KI Diamantaras, YH Hu, JN Hwang
Handbook of neural network signal processing 8, 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
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
Occlusion resistant object tracking
E Loutas, K Diamantaras, I Pitas
Image Processing, 2001. Proceedings. 2001 International Conference on 2, 65 …, 2001
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