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IJON
2006
95views more  IJON 2006»
15 years 1 months ago
Ensemble classifiers based on correlation analysis for DNA microarray classification
Since accurate classification of DNA microarray is a very important issue for the treatment of cancer, it is more desirable to make a decision by combining the results of various ...
Kyung-Joong Kim, Sung-Bae Cho
CORR
2007
Springer
89views Education» more  CORR 2007»
15 years 1 months ago
Evaluating Personal Archiving Strategies for Internet-based Information
Internet-based personal digital belongings present different vulnerabilities than locally stored materials. We use responses to a survey of people who have recovered lost websites...
Catherine C. Marshall, Frank McCown, Michael L. Ne...
110
Voted
JCSS
2008
81views more  JCSS 2008»
15 years 1 months ago
A simulator for adaptive parallel applications
Dynamically allocating computing nodes to parallel applications is a promising technique for improving the utilization of cluster resources. Detailed simulations can help identify...
Basile Schaeli, Sebastian Gerlach, Roger D. Hersch
137
Voted
JCSS
2008
138views more  JCSS 2008»
15 years 1 months ago
Reducing mechanism design to algorithm design via machine learning
We use techniques from sample-complexity in machine learning to reduce problems of incentive-compatible mechanism design to standard algorithmic questions, for a broad class of re...
Maria-Florina Balcan, Avrim Blum, Jason D. Hartlin...
116
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JCST
2008
121views more  JCST 2008»
15 years 1 months ago
Clustering Text Data Streams
Abstract Clustering text data streams is an important issue in data mining community and has a number of applications such as news group filtering, text crawling, document organiza...
Yubao Liu, Jiarong Cai, Jian Yin, Ada Wai-Chee Fu
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