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CLA
2007
14 years 27 days ago
Inducing Decision Trees via Concept Lattices
The paper presents a new method of decision tree induction based on formal concept analysis (FCA). The decision tree is derived using a concept lattice, i.e. a hierarchy of cluster...
Radim Belohlávek, Bernard De Baets, Jan Out...
AI
2006
Springer
14 years 3 months ago
Classification Based on Logical Concept Analysis
This paper studies the problem of classification by using a concept lattice as a search space of classification rules. The left hand side of a classification rule is composed by a ...
Yan Zhao, Yiyu Yao
ICFCA
2007
Springer
14 years 3 months ago
Performances of Galois Sub-hierarchy-building Algorithms
Abstract. The Galois Sub-hierarchy (GSH) is a polynomial-size representation of a concept lattice which has been applied to several fields, such as software engineering and linguis...
Gabriela Arévalo, Anne Berry, Marianne Huch...
GREC
2009
Springer
14 years 3 months ago
Symbol Recognition Using a Concept Lattice of Graphical Patterns
Abstract. In this paper we propose a new approach to recognize symbols by the use of a concept lattice. We propose to build a concept lattice in terms of graphical patterns. Each m...
Marçal Rusiñol, Karell Bertet, Jean-...
ICCS
2005
Springer
14 years 5 months ago
Querying a Bioinformatic Data Sources Registry with Concept Lattices
Abstract Bioinformatic data sources available on the web are multiple and heterogenous. The lack of documentation and the difficulty of interaction with these data banks require us...
Nizar Messai, Marie-Dominique Devignes, Amedeo Nap...
IEEECIT
2005
IEEE
14 years 5 months ago
Management and Retrieval of Web Services Based on Formal Concept Analysis
After introducing some basic concepts of Web services and the definition of their relationships, we formally define the problem of managing and retrieving of Web services. This pa...
Dunlu Peng, Sheng Huang, Xiaoling Wang, Aoying Zho...