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ICML
2008
IEEE
14 years 10 months ago
Automatic discovery and transfer of MAXQ hierarchies
We present an algorithm, HI-MAT (Hierarchy Induction via Models And Trajectories), that discovers MAXQ task hierarchies by applying dynamic Bayesian network models to a successful...
Neville Mehta, Soumya Ray, Prasad Tadepalli, Thoma...
ICML
2005
IEEE
14 years 10 months ago
Dirichlet enhanced relational learning
We apply nonparametric hierarchical Bayesian modelling to relational learning. In a hierarchical Bayesian approach, model parameters can be "personalized", i.e., owned b...
Zhao Xu, Volker Tresp, Kai Yu, Shipeng Yu, Hans-Pe...
KDD
2006
ACM
201views Data Mining» more  KDD 2006»
14 years 10 months ago
Polynomial association rules with applications to logistic regression
A new class of associations (polynomial itemsets and polynomial association rules) is presented which allows for discovering nonlinear relationships between numeric attributes wit...
Szymon Jaroszewicz
CHI
2007
ACM
14 years 10 months ago
The facial expression effect of an animated agent on the decisions taken in the negotiation game
This paper investigates the manner in which decisionmaking is influenced by the impressions given by lifelike agents in negotiation situations. These impressions comprise an agent...
Masahide Yuasa, Naoki Mukawa
SIGMOD
2006
ACM
122views Database» more  SIGMOD 2006»
14 years 10 months ago
The ADO.NET entity framework: making the conceptual level real
This paper describes the ADO.NET Entity Framework, a platform for programming against data that raises the level of ion from the logical (relational) level to the conceptual (enti...
Anil Nori, José A. Blakeley, S. Muralidhar