Employing Visualization Techniques for Multimodal Data Analysis

• Grant number: 11/17925-1
• Support Opportunities: Scholarships in Brazil - Doctorate
• Start date: January 01, 2012
• End date: April 30, 2016
• Field of knowledge: Physical Sciences and Mathematics - Computer Science - Computing Methodologies and Techniques
• Principal Investigator: Fernando Vieira Paulovich
• Grantee: Danilo Barbosa Coimbra
• Host Institution: Instituto de Ciências Matemáticas e de Computação (ICMC). Universidade de São Paulo (USP). São Carlos , SP, Brazil

Abstract

This proposed PhD project aims to develop a framework for exploration and extraction of relevant information from multimodal, or heterogeneous, data supported by information visualization techniques. This framework must support the exploration of large datasets in analytical process which the user has a central role and may interact with the graphical representations generated to embed in the results obtained your knowledge or point of view. Among the heterogeneous datasets that will be considered, our goal is centered in those do not have explicit relations between their data instances, as these will be defined as part of the exploration process. Since the framework has been developed, methods of quantitative and qualitative evaluations will be conducted with users in order to evaluate the performance and effectiveness of the proposed.

Academic Publications

(References retrieved automatically from State of São Paulo Research Institutions)

COIMBRA, Danilo Barbosa. Multidimensional projections for the visual exploration of multimedia data. 2016. Doctoral Thesis - Universidade de São Paulo (USP). Instituto de Ciências Matemáticas e de Computação (ICMC/SB) São Carlos.