Christos Ferles

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 4

Top Topics

Binary Partition Tree

Som Neural Network

Hierarchical Organization

Top Venues

Neural Networks

Appl. Artif. Intell.

Publications

Matthew Coulson, Christos Ferles, Simon Winberg, Kevin J. Naidoo
Growing Hierarchical Self-Organising Representation Map (GHSORM). Inf. Sci. 642 (2023)
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)
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) (2021)
Christos Ferles, Yannis Papanikolaou, Kevin J. Naidoo
Denoising Autoencoder Self-Organizing Map (DASOM). Neural Networks 105 (2018)
Christos Ferles, Georgios Siolas, Andreas Stafylopatis
Scaled Self-Organizing Map - Hidden Markov Model Architecture for Biological sequence Clustering. Appl. Artif. Intell. 27 (6) (2013)
Christos Ferles, Andreas Stafylopatis
Self-Organizing Hidden Markov Model Map (SOHMMM). Neural Networks 48 (2013)
Christos Ferles, Georgios Siolas, Andreas Stafylopatis
Scaled On-line Unsupervised Learning Algorithm for a SOM-HMM Hybrid. ISCIS (2011)
Christos Ferles, Andreas Stafylopatis
Sequence clustering with the Self-Organizing Hidden Markov Model Map. BIBE (2008)
Christos Ferles, Andreas Stafylopatis
A Hybrid Self-Organizing Model for Sequence Analysis. ICTAI (2) (2008)
Minas Pertselakis, Christos Ferles, Kostas Tsiolis, Andreas Stafylopatis
Wireless Distributed Implementation of a Fuzzy Neural Classification System. Int. J. Artif. Intell. Tools 14 (4) (2005)