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ORCIDChristos Ferles
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2020 – today
- 2023
[j6]Matthew Coulson, Christos Ferles
, Simon Winberg, Kevin J. Naidoo:
Growing Hierarchical Self-Organising Representation Map (GHSORM). Inf. Sci. 642: 119121 (2023)- [c4]Dimitris Uzunidis, Dimitris Liapis, Panagiotis Kasnesis, Christos Ferles, Evangelos Margaritis, Charalampos Z. Patrikakis, Georgios Tzanis, Simos Symeonidis, Stelios A. Mitilineos:
APNIWAVE: An Efficient Radar-Based Sleep-Apnea Screening Device for Use at Home. MOCAST 2023: 1-5 - 2021
- [j5]Christos Ferles, Yannis Papanikolaou, Stylianos P. Savaidis, Stelios A. Mitilineos:
Deep Self-Organizing Map of Convolutional Layers for Clustering and Visualizing Image Data. Mach. Learn. Knowl. Extr. 3(4): 879-899 (2021)
2010 – 2019
- 2018
- [j4]Christos Ferles, Yannis Papanikolaou, Kevin J. Naidoo:
Denoising Autoencoder Self-Organizing Map (DASOM). Neural Networks 105: 112-131 (2018) - 2014
- [b1]Christos Ferles:
Υβριδικό πιθανοτικό δίκτυο μη επιβλεπόμενης μάθησης για την ανάλυση ακολουθιών συμβόλων και βιολογικών αλληλουχιών. National Technical University of Athens, Greece, 2014 - 2013
- [j3]Christos Ferles, Georgios Siolas, Andreas Stafylopatis:
Scaled Self-Organizing Map - Hidden Markov Model Architecture for Biological sequence Clustering. Appl. Artif. Intell. 27(6): 461-495 (2013) - [j2]Christos Ferles, Andreas Stafylopatis:
Self-Organizing Hidden Markov Model Map (SOHMMM). Neural Networks 48: 133-147 (2013) - 2011
- [c3]Christos Ferles, Georgios Siolas, Andreas Stafylopatis:
Scaled On-line Unsupervised Learning Algorithm for a SOM-HMM Hybrid. ISCIS 2011: 533-537
2000 – 2009
- 2008
- [c2]Christos Ferles, Andreas Stafylopatis:
Sequence clustering with the Self-Organizing Hidden Markov Model Map. BIBE 2008: 1-7 - [c1]Christos Ferles, Andreas Stafylopatis:
A Hybrid Self-Organizing Model for Sequence Analysis. ICTAI (2) 2008: 105-112 - 2005
- [j1]Minas Pertselakis, Christos Ferles, Kostas Tsiolis, Andreas Stafylopatis:
Wireless Distributed Implementation of a Fuzzy Neural Classification System. Int. J. Artif. Intell. Tools 14(4): 661-682 (2005)
Coauthor Index
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