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PKDD
2007
Springer
86views Data Mining» more  PKDD 2007»
14 years 4 months ago
An Effective Approach to Enhance Centroid Classifier for Text Categorization
Centroid Classifier has been shown to be a simple and yet effective method for text categorization. However, it is often plagued with model misfit (or inductive bias) incurred by i...
Songbo Tan, Xueqi Cheng
CIE
2010
Springer
14 years 2 months ago
On the Completeness of Quantum Computation Models
The notion of computability is stable (i.e. independent of the choice of an indexing) over infinite-dimensional vector spaces provided they have a finite “tensorial dimension...
Pablo Arrighi, Gilles Dowek
ILP
2005
Springer
14 years 3 months ago
Strategies to Parallelize ILP Systems
Abstract. It is well known by Inductive Logic Programming (ILP) practioners that ILP systems usually take a long time to find valuable models (theories). The problem is specially ...
Nuno A. Fonseca, Fernando M. A. Silva, Rui Camacho
EKAW
2004
Springer
14 years 3 months ago
Knowledge Formulation for AI Planning
Abstract. In this paper we present an overview of the principle components of GIPO, an environment to support knowledge acquisition for AI Planning. GIPO assists in the knowledge f...
T. L. McCluskey, Ron M. Simpson
AIMSA
2000
Springer
14 years 2 months ago
Least Generalization under Relative Implication
Inductive Logic Programming (ILP) deals with inducing clausal theories from examples basically through generalization or specialization. The specialization and generalization oper...
Svetla Boytcheva