Patent
1990-06-28
1993-06-22
Fleming, Michael R.
395 51, 395 77, G06F 1518
Patent
active
052221970
ABSTRACT:
A rule invocation mechanism in an inductive learning engine employing symbolic rules for characterizing a sequence of time-related events. The rules to be tested as hypotheses against new events in the sequence are ranked according to their information content or "quality" value. The efficiency of the rule-to-event pattern matching process for characterizing the new events is increased by not testing a hypothesis if a much better hypothesis already exists. Those hypotheses that characterize events in the sequence are tagged to the event.
REFERENCES:
patent: 4642782 (1987-02-01), Kemper et al.
patent: 4752890 (1988-05-01), Natarajan et al.
patent: 4777585 (1988-10-01), Kokawa et al.
patent: 4802103 (1989-01-01), Faggin et al.
patent: 4803642 (1989-02-01), Muranga
patent: 4809219 (1989-02-01), Ashford et al.
patent: 4829450 (1989-05-01), Manthey
patent: 4843567 (1989-06-01), Mukherjee et al.
patent: 4849879 (1989-07-01), Chinnaswamy et al.
patent: 4860213 (1989-08-01), Bonissone
patent: 4866635 (1989-09-01), Kahn et al.
patent: 4881178 (1989-11-01), Holland et al.
patent: 4890240 (1989-12-01), Loeb et al.
patent: 4959799 (1990-09-01), Yoshiura et al.
patent: 4999833 (1991-03-01), Lee
patent: 5016204 (1991-05-01), Simoudis et al.
patent: 5022498 (1991-06-01), Sasaki et al.
patent: 5034898 (1991-07-01), Lu et al.
patent: 5099436 (1992-03-01), McCown et al.
patent: 5103498 (1992-04-01), Lanier et al.
Ng et al., "Uncertainty Management in Expert Systems", IEEE Expert, Apr. 1990, pp. 29-48.
Lindley, "The Probability Approach to the Treatment of Uncertainty in Artificial Intelligence and Expert Systems", Statistical Science vol. 2 No. 1 pp. 3-44, 1987.
Cheeseman, "Learning of Expert Systems From Data".
Sorrells, "A Time-Constrained Inference Strategy For Real Time Expert Systems", Proc. IEEE 1985 National Aerospace and Electronics Conference pp. 1336-1341.
Chen, "An Inductive Engine for the Acquisition of Temporal Knowledge" Doctoral Thesis, Dep't of Computer Science, Univ. of Ill. (1988).
Lu, "An Intelligent Framework for Engineering Decision-making," SAE Technical paper No. 870562, Feb. 1987.
Lu et al., "A Machine Learning Approach to the Automatic Synthesis etc." AI EDAM, vol. No. 1, No. 2, pp. 109-118 (1987).
Vaccarro, "Detection of Anomalous Computer Session Activity," Proceeding of IEEE Symposium on Security and Privacy, May 1989.
Abbruzzese Gregory B.
Chen Kaihu
Teng Henry S.
Verdeven Michael P.
Wilson Matthew
Brinkman Dirk
Digital Equipment Corporation
Downs Robert W.
Fleming Michael R.
Wilson Penelope S.
LandOfFree
Rule invocation mechanism for inductive learning engine does not yet have a rating. At this time, there are no reviews or comments for this patent.
If you have personal experience with Rule invocation mechanism for inductive learning engine, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Rule invocation mechanism for inductive learning engine will most certainly appreciate the feedback.
Profile ID: LFUS-PAI-O-1446186