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AAAI
2012
12 years 21 days ago
Supervised Probabilistic Robust Embedding with Sparse Noise
Many noise models do not faithfully reflect the noise processes introduced during data collection in many real-world applications. In particular, we argue that a type of noise re...
Yu Zhang, Dit-Yan Yeung, Eric P. Xing
ISAMI
2010
13 years 8 months ago
A Framework for Modeling and Analysis of Ambient Agent Systems: Application to an Emergency Case
It is recognized in Ambient Intelligence that ambient devices should be modeled as intelligent autonomous components rather than passive information sources. The agent paradigm sui...
Tibor Bosse, Alexei Sharpanskykh
ATAL
2008
Springer
14 years 9 days ago
An adaptive agent model for self-organizing MAS
Self-organizing multi-agent systems (MAS) use different mechanisms to mimic the adaptation exhibited by complex systems situated in unpredictable and dynamic environments. These m...
Candelaria Sansores, Juan Pavón
ESSMAC
2003
Springer
14 years 3 months ago
Filtered Gaussian Processes for Learning with Large Data-Sets
Kernel-based non-parametric models have been applied widely over recent years. However, the associated computational complexity imposes limitations on the applicability of those me...
Jian Qing Shi, Roderick Murray-Smith, D. M. Titter...
ATAL
2009
Springer
14 years 4 months ago
A process-oriented approach to model agent personality
André M. C. Campos, Frank Dignum, Virginia ...