Data processing: artificial intelligence – Neural network – Learning task
Reexamination Certificate
2006-03-21
2008-10-14
Holmes, Michael B (Department: 2129)
Data processing: artificial intelligence
Neural network
Learning task
Reexamination Certificate
active
07437338
ABSTRACT:
In response to a query relating to a category, identify at least one case. An indication is received regarding whether the at least one case belongs to the category. A categorizer is trained based on the received indication. Cases from a data set are allocated into plural bins. For respective bins, quantification measures are computed for cases belonging to the category based on output from the categorizer. Information is provided regarding a trend of the category over the plural bins based on the computed quantification measures.
REFERENCES:
patent: 5819258 (1998-10-01), Vaithyanathan et al.
patent: 5930764 (1999-07-01), Melchione et al.
patent: 5943670 (1999-08-01), Prager
patent: 6038560 (2000-03-01), Wical
patent: 6170025 (2001-01-01), Drottar et al.
patent: 6173279 (2001-01-01), Levin et al.
patent: 6701333 (2004-03-01), Suermondt et al.
patent: 6704905 (2004-03-01), Fukushige et al.
patent: 6728690 (2004-04-01), Meek et al.
patent: 6767213 (2004-07-01), Fleishman
patent: 6823323 (2004-11-01), Forman et al.
patent: 6842751 (2005-01-01), Vilalta et al.
patent: 6944616 (2005-09-01), Ferguson et al.
patent: 6973452 (2005-12-01), Metzger et al.
patent: 7043492 (2006-05-01), Neal et al.
patent: 7113957 (2006-09-01), Cohen et al.
patent: 7177855 (2007-02-01), Witkowski et al.
patent: 2002/0107712 (2002-08-01), Lam et al.
patent: 2003/0187809 (2003-10-01), Suermondt et al.
patent: 2004/0064464 (2004-04-01), Forman et al.
patent: 2005/0096866 (2005-05-01), Shan et al.
patent: 2006/0173559 (2006-08-01), Kirshenbaum et al.
patent: 2006/0248054 (2006-11-01), Kirshenbaum et al.
patent: 2007/0185901 (2007-08-01), Gates
patent: 0747846 (1996-12-01), None
Forman et al., U.S. Appl. No. 11/364,108, entitled “Identifying an Emerging or New Category,” filed, Feb. 28, 2006, pp. 1-34, Figs. 1-6.
G. Forman, U.S. Appl. No. 10/902,924, entitled “System and Method for Category Discovery,” filed Jul. 30, 2004, pp. 1-38, Figs. 1-7D.
Kirshenbaum et al., U.S. Appl. No. 11/080,098, entitled “A Method of, and System for, Classification Count Adjustment,” filed Mar. 14, 2005, pp. 1-31, Figs. 1A-5.
Kirshenbaum et al., U.S. Appl. No. 11/118,178, entitled “Providing Training Information for Training a Categroizer,” filed Apr. 29, 2005, pp. 1-39, Figs. 1-3E.
Kirschenbaum et al., U.S. Appl. No. 11/118,786, entitled “Computing a Quantification Measure Associated with Cases in a Category,” filed Apr. 29, 2005, pp. 1-35, Figs. 1-3D.
Kirshenbaum et al., U.S. Appl. No. 11/172,187, entitled “Effecting Action to Address an Issue Associated with a Category Based on Information that Enables Ranking of Categories,” filed Jun. 30, 2005, pp. 1-52, Figs. 1-5H.
Kirshenbaum et al., U.S. Appl. No. 11/211,979, entitled “Producing a Measure Regarding Cases Associated with an Issue After One or More Events Have Occurred,” filed Aug. 25, 2005, pp. 1-51, Figs. 1-5H.
J.Z. Shan, U.S. Appl. No. 11/119,037, entitled “Detecting Change in Data,” filed Apr. 29, 2005, pp. 1-26, Figs. 1-6.
J.Z. Shan, U.S. Appl. No. 11/117,989, entitled “Performing Quality Determination of Data,” filed Apr. 28, 2005, pp. 1-32, Figs. 1-9.
Kirshenbaum et al., U.S. Appl. No. 11/047,093, entitled “Methods and Systems for a Prediction Model,” filed Jan. 31, 2005, pp. 1-29, Figs. 1-6.
J.Z. Shan, U.S. Appl. No. 11/118,832, entitled “Determining a Time Point Corresponding to a Change in Data Values Based on Fitting with Respect to Plural Aggregate Value Sets,” filed Apr. 29, 2005, pp. 1-26. Figs. 1-8.
G.H. Forman et al., U.S. Appl. No. 11/393,487, entitled “Comparing Distributions of Cases Over Groups of Categories,” filed Mar. 30, 2006, pp. 1-39, Figs. 1-7E.
Office Action dated Oct. 16, 2007 from U.S. Appl. No. 11/118,178, 53 pages.
Office Action dated Sep. 18, 2007 from U.S. Appl. No. 11/118,786, 22 pages.
Forman George H.
Kirshenbaum Evan R.
Suermondt Henri J.
Hewlett--Packard Development Company, L.P.
Holmes Michael B
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