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DIS
2004
Springer
15 years 7 months ago
Generating AVTs Using GA for Learning Decision Tree Classifiers with Missing Data
Abstract. Attribute value taxonomies (AVTs) have been used to perform AVT-guided decision tree learning on partially or totally missing data. In many cases, user-supplied AVTs are ...
Jinu Joo, Jun Zhang 0002, Jihoon Yang, Vasant Hona...
145
Voted
CCGRID
2006
IEEE
15 years 7 months ago
Building Cyberinfrastructure for Bioinformatics Using Service Oriented Architecture
-- Cyberinfrastructure makes the development and deployment of bioinformatics applications easier by providing the framework and components that may be loosely coupled using servic...
Wilfred W. Li, Sriram Krishnan, Kurt Mueller, Kohe...
125
Voted
DIS
2004
Springer
15 years 7 months ago
Maximum a Posteriori Tree Augmented Naive Bayes Classifiers
Bayesian classifiers such as Naive Bayes or Tree Augmented Naive Bayes (TAN) have shown excellent performance given their simplicity and heavy underlying independence assumptions....
Jesús Cerquides, Ramon López de M&aa...
CCGRID
2006
IEEE
15 years 7 months ago
IPMI-based Efficient Notification Framework for Large Scale Cluster Computing
The demand for an efficient fault tolerance system has led to the development of complex monitoring infrastructure, which in turn has created an overwhelming task of data and even...
Chokchai Leangsuksun, Tirumala Rao, Anand Tikoteka...
135
Voted
CCGRID
2006
IEEE
15 years 7 months ago
Compilation of XSLT into Dataflow Graphs for Web Service Composition
Our current research into programming models for parallel web services composition is targeted at providing mechanisms for obtaining higher throughput for large scale compute and ...
Peter M. Kelly, Paul D. Coddington, Andrew L. Wend...