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CAINE
2008
15 years 8 months ago
Parallel Assembler for Fuzzy Genome Sequence Assembly
Assembly is an NP-Hard problem, which involves comparing fragments that have a time complexity of O(n2 ). This paper presents a parallel approach for sequence assembly. The parall...
Sara Nasser, Adrienne Breland, Frederick C. Harris...
FLAIRS
2006
15 years 8 months ago
Machine Learning for Imbalanced Datasets: Application in Medical Diagnostic
In this paper, we present a new rule induction algorithm for machine learning in medical diagnosis. Medical datasets, as many other real-world datasets, exhibit an imbalanced clas...
Luis Mena, Jesus A. Gonzalez
IS
2008
15 years 6 months ago
Mining relational data from text: From strictly supervised to weakly supervised learning
This paper approaches the relation classification problem in information extraction framework with different machine learning strategies, from strictly supervised to weakly superv...
Zhu Zhang
IJBRA
2007
97views more  IJBRA 2007»
15 years 6 months ago
Structural Risk Minimisation based gene expression profiling analysis
: For microarray based cancer classification, feature selection is a common method for improving classifier generalisation. Most wrapper methods use cross validation methods to eva...
Xue-wen Chen, Byron Gerlach, Dechang Chen, ZhenQiu...
CORR
1999
Springer
61views Education» more  CORR 1999»
15 years 6 months ago
Language Identification With Confidence Limits
A statistical classification algorithm and its application to language identification from noisy input are described. The main innovation is to compute confidence limits on the cl...
David Elworthy