Using Textures for Exploring Big Data

• Grant number: 13/00191-0
• Support Opportunities: Scholarships in Brazil - Doctorate
• Effective date (Start): August 01, 2013
• Effective date (End): April 03, 2016
• Field of knowledge: Physical Sciences and Mathematics - Computer Science - Computing Methodologies and Techniques
• Principal Investigator: Luis Gustavo Nonato
• Grantee: Erick Mauricio Gómez Nieto
• Host Institution: Instituto de Ciências Matemáticas e de Computação (ICMC). Universidade de São Paulo (USP). São Carlos , SP, Brazil
• Associated research grant: 11/22749-8 - Challenges in exploratory visualization of multidimensional data: paradigms, scalability and applications, AP.TEM

Abstract

This project aims at employing the theory of texture synthesis for information visualization. Already well stablished in Computer Graphics as a resource to add details to scenes and objects, texture synthesis has not been deeply exploited in the context of information visualization. This project aims at adapting recent advances in texture synthesis towards summarizing and explore big data. Among the target innovations we point out the visualization of music data with scalability to portable devices.

Scientific publications

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

ZANABRIA, GERMAIN GARCIA; NONATO, LUIS GUSTAVO; GOMEZ-NIETO, ERICK. iStar (i{*}): An interactive star coordinates approach for high-dimensional data exploration. COMPUTERS & GRAPHICS-UK, v. 60, p. 107-118, NOV 2016. (11/22749-8, 13/00191-0)

ZANABRIA, GERMAIN GARCIA; NONATO, LUIS GUSTAVO; GOMEZ-NIETO, ERICK. iStar (i*): An interactive star coordinates approach for high-dimensional data exploration. COMPUTERS & GRAPHICS-UK, v. 60, p. 12-pg., 2016-11-01. (13/00191-0, 11/22749-8)

GOMEZ-NIETO, ERICK; CASACA, WALLACE; MOTTA, DANILO; HARTMANN, IVAR; TAUBIN, GABRIEL; NONATO, LUIS GUSTAVO. Dealing with Multiple Requirements in Geometric Arrangements. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, v. 22, n. 3, p. 1223-1235, MAR 2016. (11/22749-8, 14/16857-0, 13/00191-0)

Academic Publications

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

NIETO, Erick Mauricio Gómez. Generation of semantic layouts for interactive multidimensional data visualization. 2017. Doctoral Thesis - Universidade de São Paulo (USP). Instituto de Ciências Matemáticas e de Computação (ICMC/SB) São Carlos.