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CAREER: New Clustering Algorithms Based on Robust Estimation and Genetic Niches with Applications to Web Usage Mining

CAREER: New Clustering Algorithms Based on Robust Estimation and Genetic Niches with Applications to Web Usage Mining
职业：基于鲁棒估计和遗传利基的新聚类算法及其在网络使用挖掘中的应用
批准号：
0533317
负责人：
Olfa Nasraoui
金额：
$0.0万
依托单位：
University of Louisville Research Foundation Inc
依托单位国家：
美国
项目类别：
Continuing Grant
财政年份：
2004
资助国家：
美国
项目状态：
已结题
起止时间：
2004-08-15 至 2009-10-31
来源：
https://www.nsf.gov/awardsearch/showAward?AWD_ID=0533317&HistoricalAwards=false
关键词：
CAREERNewClusteringAlgorithmsBased

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中文摘要
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英文摘要
This research project will develop a robust unsupervised clustering technique based on Genetic Niching. It includes the development of a statistical estimator and to use this estimator in a Baldwin learning scheme. It will also develop an evolutionary web personalization system as well as techniques for preprocessing web usage data. The career development plan will include training graduate students in web mining as well as integrating the results into the undergraduate curriculum.
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