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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
552018
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
Self-organizing hidden markov model map (SOHMMM)
C Ferles, A Stafylopatis
Neural networks 48, 133-147, 2013
172013
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
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
Growing Hierarchical Self-Organising Representation Map (GHSORM)
M Coulson, C Ferles, S Winberg, KJ Naidoo
Information Sciences 642, 119121, 2023
22023
Cluster visualization and nonlinear projection techniques for biological sequences
C Ferles, A Stafylopatis
Neural Network World 26 (3), 289, 2016
12016
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
2023
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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