Visualization method and visualization system

Computer graphics processing and selective visual display system – Computer graphics processing – Graph generating

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Reexamination Certificate

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06873325

ABSTRACT:
A method and system for transforming a multivariate data domain into a low-dimensional visual representation. Probabilistic models of the data domain are utilized, and at least one probabilistic model is used to produce at least one predictive distribution. The predictive distributions are used as inputs to the visualization process, where the multidimensional space is converted to a low-dimensional space. In this process data vectors are considered similar, for example, if the corresponding instances of a predictive distribution, conditioned with the variable value assignments found in the data vectors, are similar. Consequently, similarity is not defined directly using the physical properties of the data vectors, but indirectly through the probabilistic predictive model(s).

REFERENCES:
patent: 5640468 (1997-06-01), Hsu
patent: 6058206 (2000-05-01), Kortge
patent: 6128613 (2000-10-01), Wong et al.
patent: 6192360 (2001-02-01), Dumais et al.
patent: 6292771 (2001-09-01), Haug et al.
patent: 6466929 (2002-10-01), Brown et al.
patent: 6567814 (2003-05-01), Bankier et al.
patent: 0 863 469 (1998-09-01), None
patent: WO 9300651 (1993-01-01), None
Baxter, “A Bayesian/Information Theoretic Model of Bias Learning”, 1996, ACM, pp 77-88.*
Silverman et al., “Bayesian Clustering for Unsupervised Estimation of Surface and Texture Models”, 1988, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 10 No. 4, pp 482-495.*
Cohen, “Drawing Graphs to Convey Proximity: An Incremental Arrangement Arrangement Method”, 1997, ACM Transactions on Computer-Human Interaction, vol. 4, No. 3, pp 197-229.*
Wang et al., “A Protype Belief Network-based Expert System Shell”, 1990, ACM, pp 509-518.*
Flagle, “The Perception of System and the Reduction of Uncertainty”, 1987, ACM, pp 137-142.*
Fung et al., “An Architecture for Probabilistic Concept-Based Information Retrieval”, 1990, ACM, pp 455-467.*
Chick, “Bayesian Analysis for Simulation Input and Output”, 1997, Proceedings of the 1997 Winter Simulation Conference, pp 253-260.*
Muggleton, “Bayesian Inductive Logic Programming”, 1994, ACM, pp 3-11.*
Petri Kontkanen et al., “BAYDA: Software for Bayesian Classification and Feature Selection,”Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD '98), ed. by R. Agrawal et al, 1998, pp. 254-258, AAAI Press, Menlo Park, CA, USA.
Yoh-Han Pao et al., “Visualization of Pattern Data Through Learning Of Non-Linear Variance-Conserving Dimension-Reduction Mapping,”Pattern Recognition, V. 30, 1997, pp. 1705-1717.
John W. Sammon, Jr., “A Nonlinear Mapping for Data Structure Analysis,”IEEE Transactions on Computers, vol. C-18, 1969, pp. 401-409.

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