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» Generation of Attributes for Learning Algorithms
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ECAI
2008
Springer
13 years 9 months ago
Generating Diagnoses from Conflict Sets with Continuous Attributes
Abstract. Many techniques in model-based diagnosis and other research fields find the hitting sets of a group of sets. Existing techniques apply to sets of finite elements only. Th...
Emmanuel Benazera, Louise Travé-Massuy&egra...
EACL
2010
ACL Anthology
13 years 9 months ago
Attribute-Centric Referring Expression Generation
The premise of the work presented in this chapter is that much of the existing work on the generation of referring expressions has focused on aspects of the problem that appear to ...
Robert Dale, Jette Viethen
SSPR
2000
Springer
13 years 11 months ago
Prototype Learning with Attributed Relational Graphs
An algorithm for learning structural patterns given in terms of Attributed Relational Graphs (ARG's) is presented. The algorithm, based on inductive learning methodologies, pr...
Pasquale Foggia, Roberto Genna, Mario Vento
MLDM
2009
Springer
14 years 2 months ago
Discretization of Target Attributes for Subgroup Discovery
Abstract. We describe an algorithm called TargetCluster for the discretization of continuous targets in subgroup discovery. The algorithm identifies patterns in the target data an...
Katherine Moreland, Klaus Truemper
IJCAI
1993
13 years 9 months ago
Multi-Interval Discretization of Continuous-Valued Attributes for Classification Learning
Since most real-world applications of classification learning involve continuous-valued attributes, properly addressing the discretization process is an important problem. This pa...
Usama M. Fayyad, Keki B. Irani