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TKDE
2012
190views Formal Methods» more  TKDE 2012»
13 years 5 months ago
Scalable Learning of Collective Behavior
—This study of collective behavior is to understand how individuals behave in a social networking environment. Oceans of data generated by social media like Facebook, Twitter, Fl...
Lei Tang, Xufei Wang, Huan Liu
TIT
1998
123views more  TIT 1998»
15 years 2 months ago
The Minimum Description Length Principle in Coding and Modeling
—We review the principles of Minimum Description Length and Stochastic Complexity as used in data compression and statistical modeling. Stochastic complexity is formulated as the...
Andrew R. Barron, Jorma Rissanen, Bin Yu
107
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SBP
2010
Springer
15 years 1 months ago
Mitigating Issues Related to the Modeling of Insurgent Recruitment
Modeling the specific motivations and influences related to an individual‘s decision to become involved in insurgent warfare presents its own collection of unique challenges. The...
Erica Briscoe, Ethan Trewhitt, Lora Weiss, Elizabe...
PAAMS
2010
Springer
15 years 1 months ago
A Model-Based Ambient Agent Providing Support in Handling Desire and Temptation
An ambient agent system is presented estimating a human's dynamics of desiring and being tempted. The agent is equipped with a dynamical model of the human's processes wh...
Mark Hoogendoorn, Zulfiqar A. Memon, Jan Treur, Mu...
AAAI
2012
13 years 5 months ago
A Search Algorithm for Latent Variable Models with Unbounded Domains
This paper concerns learning and prediction with probabilistic models where the domain sizes of latent variables have no a priori upper-bound. Current approaches represent prior d...
Michael Chiang, David Poole