1305 search results - page 107 / 261 » An Optimization Algorithm Based on Active and Instance-Based... |
122
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FLAIRS
2004
15 years 4 months ago
2004
Naive Bayes is one of the most efficient and effective inductive learning algorithms for machine learning and data mining. Its competitive performance in classification is surpris...
137
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KDD
2006
ACM
16 years 3 months ago
2006
ACM
Classification has been commonly used in many data mining projects in the financial service industry. For instance, to predict collectability of accounts receivable, a binary clas...
127
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CIDM
2009
IEEE
15 years 8 months ago
2009
IEEE
—This paper addresses two main challenges for clustering which require extensive human effort: selecting appropriate parameters for an arbitrary clustering algorithm and identify...
115
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CEC
2007
IEEE
15 years 9 months ago
2007
IEEE
— Over the recent years, there has been increasing research activities made on improving the efficacy of Memetic Algorithm (MA) for solving complex optimization problems. Partic...
142
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GECCO
2003
Springer
15 years 8 months ago
2003
Springer
Abstract. Population size for EvolutionaryAlgorithms is usually an empirical parameter. We study the population size from aspects of fitness landscapes’ ruggedness and Probably ...