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Christos Ferles
Christos Ferles
Research Scientist (Post-Doc, PhD, MEng)
Verified email at uniwa.gr - Homepage
Title
Cited by
Cited by
Year
Denoising autoencoder self-organizing map (DASOM)
C Ferles, Y Papanikolaou, KJ Naidoo
Neural Networks 105, 112-131, 2018
602018
Self-organizing hidden markov model map (SOHMMM)
C Ferles, A Stafylopatis
Neural networks 48, 133-147, 2013
182013
Sequence clustering with the self-organizing hidden Markov model map
C Ferles, A Stafylopatis
2008 8th IEEE International Conference on BioInformatics and BioEngineering, 1-7, 2008
182008
A hybrid self-organizing model for sequence analysis
C Ferles, A Stafylopatis
2008 20th IEEE International Conference on Tools with Artificial …, 2008
122008
Scaled self-organizing map–hidden Markov model architecture for biological sequence clustering
C Ferles, G Siolas, A Stafylopatis
Applied Artificial Intelligence 27 (6), 461-495, 2013
112013
Self-Organizing Hidden Markov Model Map (SOHMMM): biological sequence clustering and cluster visualization
C Ferles, WS Beaufort, V Ferle
Hidden Markov Models: Methods and Protocols, 83-101, 2017
62017
Scaled on-line unsupervised learning algorithm for a SOM-HMM hybrid
C Ferles, G Siolas, A Stafylopatis
Computer and Information Sciences II: 26th International Symposium on …, 2012
52012
Deep learning self-organizing map of convolutional layers
C Ferles, Y Papanikolaou, SP Savaidis, SA Mitilineos
Proceedings of the 2nd International Conference on Artificial Intelligence …, 2021
42021
Growing Hierarchical Self-Organising Representation Map (GHSORM)
M Coulson, C Ferles, S Winberg, KJ Naidoo
Information Sciences 642, 119121, 2023
32023
Deep self-organizing map of convolutional layers for clustering and visualizing image data
C Ferles, Y Papanikolaou, SP Savaidis, SA Mitilineos
Machine Learning and Knowledge Extraction 3 (4), 879-899, 2021
32021
Wireless distributed implementation of a fuzzy neural classification system
M Pertselakis, C Ferles, K Tsiolis, A Stafylopatis
International Journal on Artificial Intelligence Tools 14 (04), 661-682, 2005
32005
APNIWAVE: An Efficient Radar-Based Sleep-Apnea Screening Device for Use at Home
D Uzunidis, D Liapis, P Kasnesis, C Ferles, E Margaritis, CZ Patrikakis, ...
2023 12th International Conference on Modern Circuits and Systems …, 2023
22023
Cluster visualization and nonlinear projection techniques for biological sequences
C Ferles, A Stafylopatis
Neural Network World 26 (3), 289, 2016
12016
Υβριδικό πιθανοτικό δίκτυο μη επιβλεπόμενης μάθησης για την ανάλυση ακολουθιών συμβόλων και βιολογικών αλληλουχιών
ΧΙ Φερλές
2014
Ασύρµατη Κατανεµηµένη Υλοποίηση Νευρο-ασαφούς Συστήµατος Ταξινόµησης
Κ Τσιωλης, Χ Φερλες
2003
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