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From Fuzzy Deformable Prototypes to Elastic Patterns: Preliminary proposal

Belongs to book: Short Papers of the 8th Conference on Cloud Computing Conference, Big Data & Emerging Topics (JCC-BD&ET 2020)
Document type: Objeto de conferencia

Abstract

Based on previous experience in prediction systems with Fuzzy Deformable Prototypes, improvement in their functioning and deformation capacity is necessary, a new idea/concept for this is proposed. We propose a system with artificial intelligence that is capable of characterizing new situations, within the context of a PhD. thesis, capable of recognizing samples in a cognitive environment, in addition to testing its viability and performance in a non-cognitive environment a preliminary experiment is carried out, classifying handwritten digits from a reference database (MNIST) with a good success rate.

General information

Exposure date: septiembre 2020
Issue date: 2020
Document language: English
Event: VIII Conference on Cloud Computing, Big Data & Emerging Topics (Modalidad virtual, 8 al 10 de septiembre de 2020)
Origin: Instituto de Investigación en Informática; Instituto de Investigación en Informática
ISBN: 978-950-34-1927-4
Pages: 40-43

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Created: 16 de septiembre de 2020
Available since: 16 de septiembre de 2020
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  • http://sedici.unlp.edu.ar/handle/10915/104774

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    Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) Except where otherwise noted, this item's license is described as Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)