Christos Ferles

According to our database, Christos Ferles authored at least 11 papers between 2005 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Growing Hierarchical Self-Organising Representation Map (GHSORM).

Matthew Coulson, Christos Ferles, Simon Winberg, Kevin J. Naidoo

Inf. Sci., 2023

APNIWAVE: An Efficient Radar-Based Sleep-Apnea Screening Device for Use at Home.

Dimitris Uzunidis, Dimitris Liapis, Panagiotis Kasnesis, Christos Ferles, Evangelos Margaritis, Charalampos Z. Patrikakis, Georgios Tzanis, Simos Symeonidis, Stelios A. Mitilineos

Proceedings of the 12th International Conference on Modern Circuits and Systems Technologies, 2023

2021

Deep Self-Organizing Map of Convolutional Layers for Clustering and Visualizing Image Data.

Christos Ferles, Yannis Papanikolaou, Stylianos P. Savaidis, Stelios A. Mitilineos

Mach. Learn. Knowl. Extr., 2021

2018

Denoising Autoencoder Self-Organizing Map (DASOM).

Christos Ferles, Yannis Papanikolaou, Kevin J. Naidoo

Neural Networks, 2018

2014

Υβριδικό πιθανοτικό δίκτυο μη επιβλεπόμενης μάθησης για την ανάλυση ακολουθιών συμβόλων και βιολογικών αλληλουχιών

Christos Ferles

PhD thesis, 2014

2013

Self-Organizing Hidden Markov Model Map (SOHMMM).

Christos Ferles, Andreas Stafylopatis

Neural Networks, 2013

Scaled Self-Organizing Map - Hidden Markov Model Architecture for Biological sequence Clustering.

Christos Ferles, Georgios Siolas, Andreas Stafylopatis

Appl. Artif. Intell., 2013

2011

Scaled On-line Unsupervised Learning Algorithm for a SOM-HMM Hybrid.

Christos Ferles, Georgios Siolas, Andreas Stafylopatis

Proceedings of the Computer and Information Sciences II, 2011

2008

A Hybrid Self-Organizing Model for Sequence Analysis.

Christos Ferles, Andreas Stafylopatis

Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

Sequence clustering with the Self-Organizing Hidden Markov Model Map.

Christos Ferles, Andreas Stafylopatis

Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

2005

Wireless Distributed Implementation of a Fuzzy Neural Classification System.

Minas Pertselakis, Christos Ferles, Kostas Tsiolis, Andreas Stafylopatis

Int. J. Artif. Intell. Tools, 2005