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» Learning to Predict Rare Events in Event Sequences
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ICIP
2001
IEEE
14 years 7 months ago
Complex event classification in degraded image sequences
Andrei Rares, Marcel J. T. Reinders, Jan Biemond
WSC
2001
13 years 7 months ago
Simulation of rare events in transportation systems
Prior to the deployment of any new or replacement component within a transportation system, it should be demonstrated that the modified system meets or exceeds the safety requirem...
Lori M. Kaufman, Ted C. Giras
FLAIRS
2008
13 years 8 months ago
Learning a Probabilistic Model of Event Sequences from Internet Weblog Stories
One of the central problems in building broad-coverage story understanding systems is generating expectations about event sequences, i.e. predicting what happens next given some a...
Mehdi Manshadi, Reid Swanson, Andrew S. Gordon
JAIR
2002
134views more  JAIR 2002»
13 years 5 months ago
Specific-to-General Learning for Temporal Events with Application to Learning Event Definitions from Video
We develop, analyze, and evaluate a novel, supervised, specific-to-general learner for a simple temporal logic and use the resulting algorithm to learn visual event definitions fr...
Alan Fern, Robert Givan, Jeffrey Mark Siskind
KDD
2008
ACM
217views Data Mining» more  KDD 2008»
14 years 6 months ago
Stream prediction using a generative model based on frequent episodes in event sequences
This paper presents a new algorithm for sequence prediction over long categorical event streams. The input to the algorithm is a set of target event types whose occurrences we wis...
Srivatsan Laxman, Vikram Tankasali, Ryen W. White