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» Learning Behavior Models for Hybrid Timed Systems
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161
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PAMI
2007
186views more  PAMI 2007»
15 years 1 days ago
Value-Directed Human Behavior Analysis from Video Using Partially Observable Markov Decision Processes
—This paper presents a method for learning decision theoretic models of human behaviors from video data. Our system learns relationships between the movements of a person, the co...
Jesse Hoey, James J. Little
117
Voted
RTAS
2010
IEEE
14 years 10 months ago
Timing Analysis for TDMA Arbitration in Resource Sharing Systems
Abstract--Modern computing systems have adopted multicore architectures and multiprocessor systems on chip (MPSoCs) for accommodating the increasing demand on computation power. Ho...
Andreas Schranzhofer, Jian-Jia Chen, Lothar Thiele
MMAS
2011
Springer
14 years 7 months ago
Scalable Bayesian Reduced-Order Models for Simulating High-Dimensional Multiscale Dynamical Systems
While existing mathematical descriptions can accurately account for phenomena at microscopic scales (e.g. molecular dynamics), these are often high-dimensional, stochastic and thei...
Phaedon-Stelios Koutsourelakis, Elias Bilionis
90
Voted
ITS
2010
Springer
160views Multimedia» more  ITS 2010»
15 years 5 months ago
ITS in Ill-Defined Domains: Toward Hybrid Approaches
Classical approaches for supporting tutoring services face several limitations for ill-defined domains. To overcome these limitations, we argue for the utilization of hybrid approa...
Philippe Fournier-Viger, Roger Nkambou, Engelbert ...
SBIA
2000
Springer
15 years 4 months ago
Linguistic Relations Encoding in a Symbolic-Connectionist Hybrid Natural Language Processor
In recent years, the Natural Language Processing scene has witnessed the steady growth of interest in connectionist modeling. The main appeal of such an approach is that one does n...
João Luís Garcia Rosa, Edson Fran&cc...