InfoVis2: a repository of visual mining and information visualization and sonification techniques

• Grant number: 04/09888-5
• Support Opportunities: Regular Research Grants
• Start date: December 01, 2004
• End date: December 31, 2006
• Field of knowledge: Physical Sciences and Mathematics - Computer Science - Computing Methodologies and Techniques
• Principal Investigator: Rosane Minghim
• Grantee: Rosane Minghim
• Host Institution: Instituto de Ciências Matemáticas e de Computação (ICMC). Universidade de São Paulo (USP). São Carlos , SP, Brazil

Abstract

Visual support for data interpretation is a very promising research areas in computing due to the large demand generated by the dimensionality and volume of data sets and the current maturity stage of the subject of graphical mappings to help data interpretation. Building on previous results of a first InfoVis Project and also of the post-doctorate work of the two main researchers of this project, this research plan proposes to develop a repository of data visualization, sonification and visual mining techniques that will make available a number of techniques aimed at supporting the analysis of complex data. These techniques will be created as a result of extensions and concept application of results obtained in recent research of the team members. Also planned are the adaptation of such repository to a Peer-to-Peer Web Services architecture and the adaptation for use and test of the techniques developed and extended in various areas of applications. (AU)

Scientific publications

(7)

(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)

PAULOVICH, FERNANDO V.; MINGHIM, ROSANE. HiPP: A Novel Hierarchical Point Placement Strategy and its Application to the Exploration of Document Collections. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, v. 14, n. 6, p. 1229-1236, NOV-DEC 2008. (04/09888-5)

MINGHIM, ROSANE; PAULOVICH, FERNANDO VIEIRA; ANDRADE LOPES, ALNEU DE; ERBACHER, RF; ROBERTS, JC; GROHN, MT; BORNER, K. Content-based text mapping using multi-dimensional projections for exploration of document collections. MEDICAL IMAGING 2007: PACS AND IMAGING INFORMATICS, v. 6060, p. 12-pg., 2006-01-01. (04/09888-5)

PAULOVICH, FERNANDO VIEIRA; MINGHIM, ROSANE; BANISSI, E; BURKHARD, RA; URSYN, A; ZHANG, JJ; BANNATYNE, MWM; MAPLE, C; COWELL, AJ; TIANM, GY; et al. Text Map Explorer: a tool to create and explore document maps. INFORMATION VISUALIZATION-BOOK, v. N/A, p. 3-pg., 2006-01-01. (04/09888-5)

PAULOVICH, FERNANDO V.; OLIVEIRA, MARIA CRISTINA F.; MINGHIM, ROSANE. The projection explorer: A flexible tool for projection-based multidimensional visualization. 2009 XXII BRAZILIAN SYMPOSIUM ON COMPUTER GRAPHICS AND IMAGE PROCESSING (SIBGRAPI 2009), v. N/A, p. 2-pg., 2007-01-01. (04/01756-2, 04/09888-5)

DE ANDRADE LOPES, ALNEU; MINGHIM, ROSANE; MELO, VINICIUS; PAULOVICH, FERNANDO VIEIRA; ERBACHER, RF; ROBERTS, JC; GROHN, MT; BORNER, K. Mapping texts through dimensionality reduction and visualization techniques for interactive exploration of document collections. MEDICAL IMAGING 2007: PACS AND IMAGING INFORMATICS, v. 6060, p. 12-pg., 2006-01-01. (04/09888-5)

PAULOVICH, FERNANDO VIEIRA; NONATO, LUIS GUSTAVO; MINGHIM, ROSANE; LEVKOWITZ, HAIM; BANISSI, E; BURKHARD, RA; URSYN, A; ZHANG, JJ; BANNATYNE, MWM; MAPLE, C; et al. Visual mapping of text collections through a fast high precision projection technique. INFORMATION VISUALIZATION-BOOK, v. N/A, p. 3-pg., 2006-01-01. (04/01756-2, 04/09888-5)

PINHO, ROBERTO; DE OLIVEIRA, MARIA CRISTINA FERREIRA; MINGHIM, ROSANE; ANDRADE, MARINHO G.; BANISSI, E; BURKHARD, RA; URSYN, A; ZHANG, JJ; BANNATYNE, MWM; MAPLE, C; et al. Voromap: A Voronoi-based tool for visual exploration of multi-dimensional data. INFORMATION VISUALIZATION-BOOK, v. N/A, p. 2-pg., 2006-01-01. (04/09888-5)