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» Learning Behavior Models for Hybrid Timed Systems
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139
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ISOLA
2010
Springer
14 years 11 months ago
LivingKnowledge: Kernel Methods for Relational Learning and Semantic Modeling
Latest results of statistical learning theory have provided techniques such us pattern analysis and relational learning, which help in modeling system behavior, e.g. the semantics ...
Alessandro Moschitti
139
Voted
IROS
2006
IEEE
202views Robotics» more  IROS 2006»
15 years 6 months ago
Topological characterization of mobile robot behavior
— We propose to classify the behaviors of a mobile robot thanks to topological methods as an alternative to metric ones. To do so, we adapt an analysis scheme from Physics of non...
Aurélien Hazan, Frédéric Dave...
86
Voted
WSC
1997
15 years 2 months ago
SmartATMS: A Simulator for Air Traffic Management Systems
Air Traffic Management Systems (ATMS) of the future will feature Free Flight, in which aircraft choose their own routes, altitude, and speed, and automated conflict resolution me...
Tak-Kuen John Koo, Yi Ma, George J. Pappas, Claire...
AAAI
2011
14 years 24 days ago
An Online Spectral Learning Algorithm for Partially Observable Nonlinear Dynamical Systems
Recently, a number of researchers have proposed spectral algorithms for learning models of dynamical systems—for example, Hidden Markov Models (HMMs), Partially Observable Marko...
Byron Boots, Geoffrey J. Gordon
118
Voted
HICSS
2005
IEEE
162views Biometrics» more  HICSS 2005»
15 years 6 months ago
An Agent-Based Approach to Study Virtual Learning Communities
This paper focuses on agent-based approach to study the relationship between the individual behavior of participants and the overall development of a virtual community, to help pe...
Yiwen Zhang, Mohan Tanniru