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Konstantinos Diamantaras

Observed names: Diamantaras, Diamantaras, Konstantinos, Diamantaras, Konstantinos I., Diamantaras, Kostas I., K. DIAMANTARAS, K. Diamantaras, K. I. Diamantaras, K.I. Diamantaras, KONSTANTINOS DIAMANTARAS, Konstantinos I Diamantaras, Konstantinos I. Diamantaras, Kostas Diamantaras
Observed institutions: Democritus University of Thrace, National Technical University of Athens, International Hellenic University, University of Macedonia, Korea Maritime and Ocean University, Princeton University, Aristotle University of Thessaloniki, Laboratoire d'Informatique Fondamentale et Appliquée de Tours, Siemens (United States), Chalmers University of Technology, Drexel University, Alexander Technological Educational Institute of Thessaloniki
ORCID: 0000-0003-1373-4022
Observed ORCID: 0000-0003-1373-4022
OpenAlex ID: A5047747213
Principal Component Neural Networks: Theory and Applications
1996 · Konstantinos Diamantaras, Sun‐Yuan Kung · Medical Entomology and Zoology · 876
A comparison of machine learning techniques for customer churn prediction
2015 · T. Vafeiadis, K.I. Diamantaras, et al. · Simulation Modelling Practice and Theory · 469
Sentiment analysis leveraging emotions and word embeddings
2016 · Maria Giatsoglou, Manolis G. Vozalis, et al. · Expert Systems with Applications · 374
Augmented Reality and Gamification in Education: A Systematic Literature Review of Research, Applications, and Empirical Studies
2022 · Georgios Lampropoulos, Euclid Keramopoulos, et al. · Applied Sciences · 348
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ECG pattern recognition and classification using non-linear transformations and neural networks: A review
1998 · Nicos Maglaveras, Telemachos Stamkopoulos, et al. · International Journal of Medical Informatics · 235
Behind the cues: A benchmarking study for fake news detection
2019 · Georgios Gravanis, Athena Vakali, et al. · Expert Systems with Applications · 233
Adaptive Principal component EXtraction (APEX) and applications
1994 · S.Y. Kung, K.I. Diamantaras, et al. · IEEE Transactions on Signal Processing · 171
A neural network learning algorithm for adaptive principal component extraction (APEX)
2002 · S.Y. Kung, K.I. Diamantaras · International Conference on Acoustics, Speech, and Signal Processing · 163
ECG analysis using nonlinear PCA neural networks for ischemia detection
1998 · T. Stamkopoulos, K. Diamantaras, et al. · IEEE Transactions on Signal Processing · 160
Enhancing the functionality of augmented reality using deep learning, semantic web and knowledge graphs: A review
2020 · Georgios Lampropoulos, Euclid Keramopoulos, et al. · Visual Informatics · 134
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Augmented Reality and Virtual Reality in Education: Public Perspectives, Sentiments, Attitudes, and Discourses
2022 · Georgios Lampropoulos, Euclid Keramopoulos, et al. · Education Sciences · 98
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Integrating Augmented Reality, Gamification, and Serious Games in Computer Science Education
2023 · Georgios Lampropoulos, Euclid Keramopoulos, et al. · Education Sciences · 92
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Airfare prices prediction using machine learning techniques
2017 · K. Tziridis, Th. Kalampokas, et al. · European Signal Processing Conference (EUSIPCO) · 87
Cross-correlation neural network models
1994 · K.I. Diamantaras, Sun-Yuan Kung · IEEE Transactions on Signal Processing · 55
Blind two-input-two-output FIR channel identification based on frequency domain second-order statistics
2000 · K.I. Diamantaras, A.P. Petropulu, et al. · IEEE Transactions on Signal Processing · 51
Exploring the effect of data reduction on Neural Network and Support Vector Machine classification
2017 · Stefanos Ougiaroglou, Konstantinos I. Diamantaras, et al. · Neurocomputing · 41
Design and implementation of an open source Greek POS Tagger and Entity Recognizer using spaCy
2019 · Eleni Partalidou, Eleftherios Spyromitros-Xioufis, et al. · IEEE/WIC/ACM International Conference on Web Intelligence · 39
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Predicting bulk density using pedotransfer functions for soils in the Upper Anthemountas basin, Greece
2018 · Stefanos Sevastas, Dionisios Gasparatos, et al. · Geoderma Regional · 37
Fault detection and diagnosis for non-linear processes empowered by dynamic neural networks
2021 · Georgios Gravanis, Ioannis Dragogias, et al. · Computers & Chemical Engineering · 34
Blind MIMO FIR channel identification based on second-order spectra correlations
2003 · I. Bradaric, A.P. Petropulu, et al. · IEEE Transactions on Signal Processing · 34
Multilayer neural networks for reduced-rank approximation
1994 · K.I. Diamantaras, Sun-Yuan Kung · IEEE Transactions on Neural Networks · 34
Market sentiment and exchange rate directional forecasting
2015 · Vasilios Plakandaras, Theophilos Papadimitriou, et al. · Algorithmic Finance · 32
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Recommendation Systems for e-Shopping: Review of Techniques for Retail and Sustainable Marketing
2023 · George Stalidis, Iphigenia Karaveli, et al. · Sustainability · 31
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A Linear Systolic Array for Real-Time Morphological Image Processing
1997 · K.I. Diamantaras, S.Y. Kung · The Journal of VLSI Signal Processing Systems for Signal Image and Video Technology · 31
An Efficient Subspace Method for the Blind Identification of Multichannel FIR Systems
2008 · K.I. Diamantaras, T. Papadimitriou · IEEE Transactions on Signal Processing · 28
Works count: 202
Citation count: 4,858
H-index: 26
I10-index: 57
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