Combining visual analytics and content based data retrieval technology for efficient data analysis

Proceedings of the International Conference on Information Visualisation

Volumn , Issue , 2010, Pages 61-67

  Rodrigues Jr , Jose Fernando ^a   Romani, Luciana A S ^a   Traina, Agma Juci Machado ^a   Traina Jr , Caetano ^a  

^a UNIVERSITY OF SÃO PAULO   (Brazil)

Author keywords

Metric spaces and similarity queries; Multiple views; Visual data analysis

Indexed keywords

CONTENT-BASED; DATA ANALYSIS; DATA DOMAINS; DATA RETRIEVAL; DATA SETS; INTERACTIVE FILTERING; METRIC SPACES; MULTIPLE ATTRIBUTES; MULTIPLE VIEWS; SIMILARITY QUERY; VISUAL ANALYSIS; VISUAL ANALYTICS; VISUAL DATA ANALYSIS; VISUAL SELECTION; VISUALIZATION TECHNIQUE;

DATA REDUCTION; SET THEORY; TOPOLOGY; VISUALIZATION;

DATA VISUALIZATION;

EID: 78449288735     PISSN: 10939547     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IV.2010.101     Document Type: Conference Paper

References (14)

1. E. A. Rundensteiner, M. O. Ward, J. Yang, and P. R. Doshi, "Xmd-vtool: visual interactive data exploration and trend discovery of high-dimensional data sets," in SIGMOD Conference, 2002, p. 631.
2. D. A. Keim, "Information visualization and visual data mining," IEEE Transactions on Visualization and Computer Graphics, vol. 8, no. 1, pp. 1-8, 2002.
3. C. Stolte, D. Tang, and P. Hanrahan, "Polaris: a system for query, analysis, and visualization of multidimensional databases," Commun. ACM, vol. 51, no. 11, pp. 75-84, 2008.
4. H. Hochheiser and B. Shneiderman, "Dynamic query tools for time series data sets: timebox widgets for interactive exploration," Information Visualization, vol. 3, pp. 1-18, 2004.
5. J. Gerken, M. Heilig, H.-C. Jetter, S. Rexhausen, M. Demarmels, W. A. Konig, and H. Reiterer, "Lessons learned from the design and evaluation of visual information-seeking systems," Int. J. on Digital Libraries, vol. 10, no. 2-3, pp. 49-46, 2009.
6. A. Hiroike, Y. Musha, A. Sugimoto, and Y. Mori, "Visualization of information spaces to retrieve and browse image data," in VISUAL, 1999, pp. 155-162.
7. J. C. Felipe, A. J. M. Traina, and C. Traina Jr., "Global warp metric distance: Boosting content-based image retrieval through histograms," in IEEE International Symposium on Multimedia-ISM2005, J. J. P. Tsai, M. Muhlhauser, and M. Takizawa, Eds. Irvine, CA: IEEE Press, 2005, p. 8.
8. D. S. Zhang and G. J. Lu, "Shape retrieval using fourier descriptors," in Intl. Conference on Multimedia and Distance Education, Fargo, ND, USA, 2001, pp. 1-9.
9. C. C. Aggarwal, A. Hinneburg, and D. A. Keim, "On the surprising behavior of distance metrics in high dimensional spaces," in International Conference on Database Theory (ICDT), J. V. d. Bussche and V. Vianu, Eds. London, UK: Springer Verlag, 2001, pp. 420-434.
10. D. R. Wilson and T. R. Martinez, "Improved heterogeneous distance functions," J. Artif. Intell. Res. (JAIR), vol. 6, pp. 1-34, 1997.
11. C. Faloutsos and K.-I. D. Lin, "Fastmap: A fast algorithm for indexing, data-mining and visualization of traditional and multimedia datasets," in ACM SIGMOD International Conference on Management of Data, M. J. Carey and D. A. Schneider, Eds. San Jose, CA: ACM Press, 1995, pp. 163-174.
12. A. Inselberg and B. Dimsdale, "Parallel coordinates: A tool for visualizing multidimensional geometry," in IEEE Visualization, vol. 1. IEEE Computer Press, 1990, pp. 361-370.
13. R. Rao and S. Card, "The table lens: Merging graphical and symbolic representation in an interactive focus+context visualization for tabular information," in Proc. Human Factors in Computing Systems, 1994, pp. 318-322.
14. E. Kandogan, "Star coordinates: A multi-dimensional visualization technique with uniform treatment of dimensions," in IEEE Symposium on Information Visualization, 2000, pp. 4-8.