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AAAI
2006
15 years 8 months ago
Representing Systems with Hidden State
We discuss the problem of finding a good state representation in stochastic systems with observations. We develop a duality theory that generalizes existing work in predictive sta...
Christopher Hundt, Prakash Panangaden, Joelle Pine...
KDD
2005
ACM
107views Data Mining» more  KDD 2005»
16 years 3 days ago
Predicting the product purchase patterns of corporate customers
This paper describes TIPPPS (Time Interleaved Product Purchase Prediction System), which analyses billing data of corporate customers in a large telecommunications company in orde...
Bhavani Raskutti, Alan Herschtal
IJCAI
2003
15 years 8 months ago
A Planning Algorithm for Predictive State Representations
We address the problem of optimally controlling stochastic environments that are partially observable. The standard method for tackling such problems is to define and solve a Part...
Masoumeh T. Izadi, Doina Precup
ICDCS
2009
IEEE
16 years 3 months ago
Transactional Mobility in Distributed Content-Based Publish/Subscribe Systems
This paper formalizes transactional properties for publish/subscribe client mobility and develops protocols to realize them. Evaluations show that compared to traditional protocol...
Songlin Hu, Vinod Muthusamy, Guoli Li, Hans-Arno J...
AUTOMATICA
2004
91views more  AUTOMATICA 2004»
15 years 6 months ago
New path-generation based receding-horizon formulation for constrained stabilization of nonlinear systems
In this paper, a new formulation of constrained stabilizing receding-horizon control is proposed. This formulation is based on the use of open-loop steering path generators. The o...
Mazen Alamir