Data processing: artificial intelligence – Knowledge processing system
Reexamination Certificate
2004-06-28
2008-12-09
Hirl, Joseph P (Department: 2129)
Data processing: artificial intelligence
Knowledge processing system
C706S015000, C706S019000
Reexamination Certificate
active
07464063
ABSTRACT:
An information processor, a state judging unit, a diagnostic unit, an information processing method, a state judging method and a diagnosing method aim at precisely recognizing each operation carried out by an object that functions in a number of operation modes. For this purpose, a number of combinations of n parameter values, concerning each of the operation modes, that vary with operation are detected by sensors (1a-1d) during the operation of the object, and a Self-Organizing Map creating means (2) creates Self-Organizing Maps, which corresponds one to each of the operation modes and which serve as individual separation models, regarding detection data based on the detected combination of parameter values as learning data.
REFERENCES:
patent: 6314413 (2001-11-01), Otte
patent: 6477469 (2002-11-01), Ye et al.
patent: 6647341 (2003-11-01), Golub et al.
patent: 2002/0091655 (2002-07-01), Agrafiotis et al.
patent: 2003/0017481 (2003-01-01), Golub et al.
patent: 5-272994 (1993-10-01), None
patent: 10-333912 (1998-12-01), None
patent: 11-338848 (1999-12-01), None
patent: 2000-266570 (2000-09-01), None
patent: 2001-331839 (2001-11-01), None
patent: 2002-109536 (2002-04-01), None
patent: 2002-323013 (2002-11-01), None
Delgado “Control of Nonlinear Systems Using a Self-Organising Neural Network”, Springer, 2000.
Kohonen, T. et al., “SOM—PAK: The Self-Organizing Map program Package,” Jan. 1996, pp. 1-7, Report A31 Helsinski University of Technology, Faculty of Information Technology, Laboratory of Computer and Information Science, Finland.
Uchino, E. et al., “Dynamic Pruning of SOM by Using Updating Information of Weights,” Sep. 200, pp. 379-382, 16thFuzzy System Symposium (Akita, Sep. 6-8, 2000), Japan (http://www.cis.hut.fi/research/som-research
nrc-programs.shtml).
Ohta, R. et al., “Ability of Growing Self-Organizing Map,” IEICE Technical Report, Dec. 2001, pp. 27-34, vol. 101, No. 534, The Institute of Electronics, Information and Communication Engineers, Japan.
Fujii Satoshi
Komatsu Koji
Murota Isao
Vatchkov Gantcho Lubenov
Birch & Stewart Kolasch & Birch, LLP
Caterpillar Japan Ltd.
Hirl Joseph P
Kennedy Adrian L
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