dc.contributor.author | Jelínek, Jiří | cze |
dc.date.accessioned | 2021-03-04T17:50:43Z | |
dc.date.available | 2021-03-04T17:50:43Z | |
dc.date.issued | 2019 | eng |
dc.identifier.isbn | 978-989-758-350-6 | eng |
dc.identifier.uri | https://dspace.jcu.cz/handle/20.500.14390/701 | |
dc.description.abstract | This paper aims to present a classification model based on Kohonen maps with a modified learning mechanism and structure as well. Modification of the model structure consists of its modification for hierarchical training and recall. The change of the learning process is the transition from unsupervised to supervised learning. Experiments were performed with the modified model to verify changes in the model and compare the results with other research. | eng |
dc.format | p. 584-591 | eng |
dc.language.iso | eng | eng |
dc.publisher | SciTePress | eng |
dc.relation.ispartof | ICAART 2019 - Proceedings of the 11th International Conference on Agents and Artificial Intelligence | eng |
dc.subject | Kohonen Map | eng |
dc.subject | Neural Networks | eng |
dc.subject | Pattern Classification | eng |
dc.title | Kohonen map modification for classification tasks | eng |
dc.type | ConferenceObject | eng |
dc.identifier.obd | 43885629 | eng |
dc.peerreviewed | yes | eng |
dc.publicationstatus | postprint | eng |
dc.event | 11th International Conference on Agents and Artificial Intelligence, ICAART 2019 (19.02.2019 - 21.02.2019, Praha) | eng |