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» Equivalent Representations of Set Functions
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ILP
2007
Springer
15 years 3 months ago
Learning with Kernels and Logical Representations
In this chapter, we describe a view of statistical learning in the inductive logic programming setting based on kernel methods. The relational representation of data and background...
Paolo Frasconi
DATE
2005
IEEE
97views Hardware» more  DATE 2005»
15 years 3 months ago
Efficient Solution of Language Equations Using Partitioned Representations
A class of discrete event synthesis problems can be reduced to solving language equations F • X ⊆ S, where F is the fixed component and S the specification. Sequential synthes...
Alan Mishchenko, Robert K. Brayton, Jie-Hong Rolan...
IJBIDM
2007
91views more  IJBIDM 2007»
14 years 9 months ago
An efficient weighted nearest neighbour classifier using vertical data representation
: The k-nearest neighbour (KNN) technique is a simple yet effective method for classification. In this paper, we propose an efficient weighted nearest neighbour classification algo...
William Perrizo, Qin Ding, Maleq Khan, Anne Denton...
ICMLA
2004
14 years 11 months ago
Planning with predictive state representations
Predictive state representation (PSR) models for controlled dynamical systems have recently been proposed as an alternative to traditional models such as partially observable Mark...
Michael R. James, Satinder P. Singh, Michael L. Li...
AAAI
1993
14 years 11 months ago
Generating Quasi-symbolic Representation of Three-Dimensional Flow
Understanding flow in the three-dimensional phase space is challenging both to human experts and to current computer science technology. To break through the barrier, we are build...
Toyoaki Nishida