| Denoising autoencoder self-organizing map (DASOM) C Ferles, Y Papanikolaou, KJ Naidoo Neural Networks 105, 112-131, 2018 | 58 | 2018 |
| 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 | 18 | 2008 |
| Self-organizing hidden markov model map (SOHMMM) C Ferles, A Stafylopatis Neural networks 48, 133-147, 2013 | 17 | 2013 |
| A hybrid self-organizing model for sequence analysis C Ferles, A Stafylopatis 2008 20th IEEE International Conference on Tools with Artificial …, 2008 | 12 | 2008 |
| 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 | 11 | 2013 |
| 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 | 6 | 2017 |
| 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 | 5 | 2012 |
| 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 | 4 | 2021 |
| 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 | 3 | 2021 |
| 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 | 3 | 2005 |
| Growing Hierarchical Self-Organising Representation Map (GHSORM) M Coulson, C Ferles, S Winberg, KJ Naidoo Information Sciences 642, 119121, 2023 | 2 | 2023 |
| 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 | 1 | 2023 |
| Cluster visualization and nonlinear projection techniques for biological sequences C Ferles, A Stafylopatis Neural Network World 26 (3), 289, 2016 | 1 | 2016 |
| 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 |
Yannis PapanikolaouHealxVerified email at csd.auth.gr
