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» An Overview of Associative Classifiers
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EUSFLAT
2009
679views Fuzzy Logic» more  EUSFLAT 2009»
14 years 7 months ago
Combining Wavelets and Computational Intelligence Methods with Applications on Multi-class Classification Datasets
In this paper, we propose a novel algorithm for wavelet feature extraction as input to a supervised Multi-Class Classifier to improve classification performance. In particular, to ...
Carlos Campos Bracho
EUSFLAT
2009
133views Fuzzy Logic» more  EUSFLAT 2009»
14 years 7 months ago
On the Information Provided by Uncertainty Measures in the Classification of Remote Sensing Images
This paper investigates the potential information provided to the user by the uncertainty measures applied to the possibility distributions associated with the spatial units of an ...
Luisa M. S. Gonçalves, Cidália C. Fo...
CORR
2011
Springer
183views Education» more  CORR 2011»
14 years 1 months ago
Learning When Training Data are Costly: The Effect of Class Distribution on Tree Induction
For large, real-world inductive learning problems, the number of training examples often must be limited due to the costs associated with procuring, preparing, and storing the tra...
Foster J. Provost, Gary M. Weiss
FCA
2005
Springer
201views Formal Methods» more  FCA 2005»
15 years 3 months ago
A Survey of Formal Concept Analysis Support for Software Engineering Activities
Formal Concept Analysis (FCA) has typically been applied in the field of software engineering to support software maintenance and object-oriented class identification tasks. This...
Thomas Tilley, Richard Cole, Peter Becker 0002, Pe...
SPIESR
2004
152views Database» more  SPIESR 2004»
14 years 11 months ago
Issues in managing image and video data
This paper presents an overview of our recent work on managing image and video data. The first half of the paper describes a representation for the semantic spatial layout of vide...
Shawn D. Newsam, Jelena Tesic, Lei Wang, B. S. Man...