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ICML
2003
IEEE
16 years 7 months ago
Multi-Objective Programming in SVMs
We propose a general framework for support vector machines (SVM) based on the principle of multi-objective optimization. The learning of SVMs is formulated as a multiobjective pro...
Jinbo Bi
EVOW
2008
Springer
15 years 8 months ago
Classification of Seafloor Habitats Using Genetic Programming
In this paper we use Genetic Programming for the classification of different seafloor habitats, based on the acoustic backscatter data from an echo sounder. By developing a differ...
Sara Silva, Yao-Ting Tseng
IPPS
2010
IEEE
15 years 4 months ago
Out-of-core distribution sort in the FG programming environment
We describe the implementation of an out-of-core, distribution-based sorting program on a cluster using FG, a multithreaded programming framework. FG mitigates latency from disk-I/...
Priya Natarajan, Thomas H. Cormen, Elena Riccio St...
PKDD
2004
Springer
118views Data Mining» more  PKDD 2004»
15 years 11 months ago
Learning from Multi-source Data
This paper proposes an efficient method to learn from multi source data with an Inductive Logic Programming method. The method is based on two steps. The first one consists in lea...
Élisa Fromont, Marie-Odile Cordier, Rene Qu...
IQ
1997
15 years 7 months ago
Total Data Quality Management: The Case of IRI
Implementing a Total Data Quality Management (TDQM) program is not a trivial undertaking. Two key steps are (1) to clearly define what an organization means by data quality and (2...
Rita Kovac, Yang W. Lee, Leo Pipino