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» Learning Behavior Models for Hybrid Timed Systems
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IJRR
2006
123views more  IJRR 2006»
15 years 3 months ago
Hybrid Control of the Berkeley Lower Extremity Exoskeleton (BLEEX)
The first functional load-carrying and energetically autonomous exoskeleton was demonstrated at U.C. Berkeley, walking at the average speed of 0.9 m/s (2 mph) while carrying a 34 ...
Hami Kazerooni, Ryan Steger, Lihua Huang
KDD
1998
ACM
181views Data Mining» more  KDD 1998»
15 years 7 months ago
Approaches to Online Learning and Concept Drift for User Identification in Computer Security
The task in the computer security domain of anomaly detection is to characterize the behaviors of a computer user (the `valid', or `normal' user) so that unusual occurre...
Terran Lane, Carla E. Brodley
113
Voted
IJCAI
1989
15 years 4 months ago
An Adaptive Model of Decision-Making in Planning
Learning how to make decisions in a domain is a critical aspect of intelligent planning behavior. The ability of a planner to adapt its decision-making to a domain depends in part...
Gregg Collins, Lawrence Birnbaum, Bruce Krulwich
JMLR
2010
103views more  JMLR 2010»
14 years 10 months ago
Learning Nonlinear Dynamic Models from Non-sequenced Data
Virtually all methods of learning dynamic systems from data start from the same basic assumption: the learning algorithm will be given a sequence of data generated from the dynami...
Tzu-Kuo Huang, Le Song, Jeff Schneider
105
Voted
EXPERT
2002
129views more  EXPERT 2002»
15 years 3 months ago
Modeling and Simulating Work Practice: A Method for Work Systems Design
er than abstracting human behavior as work processes or tasks--functional idealizations of the work to be accomplished--we model people's activities comprehensively and chrono...
Maarten Sierhuis, William J. Clancey