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Christos Ferles
Christos Ferles
Research Scientist (Post-Doc, PhD, MEng)
Zweryfikowany adres z uniwa.gr - Strona główna
Tytuł
Cytowane przez
Cytowane przez
Rok
Denoising autoencoder self-organizing map (DASOM)
C Ferles, Y Papanikolaou, KJ Naidoo
Neural Networks 105, 112-131, 2018
412018
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
172008
Self-organizing hidden markov model map (SOHMMM)
C Ferles, A Stafylopatis
Neural networks 48, 133-147, 2013
162013
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
92013
Self-Organizing Hidden Markov Model Map (SOHMMM): biological sequence clustering and cluster visualization
C Ferles, WS Beaufort, V Ferle
Hidden Markov Models, 83-101, 2017
52017
Scaled on-line unsupervised learning algorithm for a SOM-HMM hybrid
C Ferles, G Siolas, A Stafylopatis
Computer and Information Sciences II, 533-537, 2011
52011
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
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
22021
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
12021
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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