Kostas Diamantaras
Kostas Diamantaras
Professor, Department of Informatics and Eelctronic Engineering, International Hellenic University
Verified email at it.teithe.gr - Homepage
TitleCited byYear
Principal component neural networks: theory and applications
KI Diamantaras, SY Kung
Adaptive and learning systems for signal processing communications and control, 1996
14031996
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
2701998
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
2241990
Adaptive principal component extraction (APEX) and applications
SY Kung, KI Diamantaras, JS Taur
Signal Processing, IEEE Transactions on 42 (5), 1202-1217, 1994
2051994
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
1841998
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
1352015
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
1122017
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
592000
Cross-correlation neural network models
KI Diamantaras, SY Kung
IEEE Transactions on Signal Processing 42 (11), 3218-3223, 1994
561994
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
462003
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
362003
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
331997
Multilayer neural networks for reduced-rank approximation
KI Diamantaras, SY Kung
IEEE Transactions on Neural Networks 5 (5), 684-697, 1994
331994
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
302000
Neural networks and principal component analysis
KI Diamantaras, YH Hu, JN Hwang
Handbook of Neural Network Signal Processing 8, 2002
292002
Blind separation of multiple binary sources using a single linear mixture
KI Diamantaras
Acoustics, Speech, and Signal Processing, 2000. ICASSP'00. Proceedings. 2000 …, 2000
282000
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
272006
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
272004
Occlusion resistant object tracking
E Loutas, K Diamantaras, I Pitas
Image Processing, 2001. Proceedings. 2001 International Conference on 2, 65 …, 2001
272001
Neural networks for extracting pure/constrained/oriented principal components
SY Kung, KI Diamantaras, JS Taur
SVD and Signal Processing II: Algorithms, Analysis and Applications, 57-81, 1991
261991
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