Università degli Studi dell'Insubria Insubria Space
 

InsubriaSPACE - Thesis PhD Repository >
Insubria Thesis Repository >
01 - Tesi di dottorato >

Please use this identifier to cite or link to this item: http://hdl.handle.net/10277/817

Authors: Vergani, Alberto Arturo
Internal Tutor: BINAGHI, ELISABETTA
Title: Contributions in computational intelligence with results in functional neuroimaging
Abstract: This thesis applies computational intelligence methodologies to study functional brain images. It is a state-of-the-art application relative to unsupervised learning domain to functional neuroimaging. There are also contributions related to computational intelligence on topics relative to clustering validation and spatio-temporal clustering analysis. Speci_cally, there are the presentation of a new separation measure based on fuzzy sets theory to establish the validity of the fuzzy clustering outcomes and the presentation of a framework to approach the parcellation of functional neuroimages taking in account both spatial and temporal patterns. These contributions have been applied to neuroimages obtained with functional Magnetic Resonance Imaging, using both active and passive paradigm and using both in-house data and fMRI repository. The results obtained shown, globally, an improvement on the quality of the neuroimaging analysis using the methodological contributions proposed.
Keywords: Unsupervised learning, fMRI
Subject MIUR : INF/01 INFORMATICA
Issue Date: 2018
Language: eng
Doctoral course: Informatica e matematica del calcolo
Academic cycle: 31
Publisher: Università degli Studi dell'Insubria
Citation: Vergani, A.A.Contributions in computational intelligence with results in functional neuroimaging (Doctoral Thesis, Università degli Studi dell'Insubria, 2018).

Files in This Item:

File Description SizeFormatVisibility
PhD_Thesis_VerganiAlbertoArturo_completa.pdftesto completo tesi10,32 MBAdobe PDFView/Open

This item is licensed under a Creative Commons License
Creative Commons


Items in InsubriaSPACE are protected by copyright, with all rights reserved, unless otherwise indicated.


Share this record
Del.icio.us

Citeulike

Connotea

Facebook

Stumble it!

reddit


 

  ICT Support, development & maintenance are provided by the AePIC team @ CILEA. Powered on DSpace Software.  Feedback