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» Language Identification With Confidence Limits
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CORR
1999
Springer
61views Education» more  CORR 1999»
13 years 4 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
ICGI
1998
Springer
13 years 8 months ago
Learning k-Variable Pattern Languages Efficiently Stochastically Finite on Average from Positive Data
Abstract. The present paper presents a new approach of how to convert Gold-style [4] learning in the limit into stochastically finite learning with high confidence. We illustrate t...
Peter Rossmanith, Thomas Zeugmann
PKDD
2009
Springer
118views Data Mining» more  PKDD 2009»
13 years 11 months ago
Protein Identification from Tandem Mass Spectra with Probabilistic Language Modeling
This paper presents an interdisciplinary investigation of statistical information retrieval (IR) techniques for protein identification from tandem mass spectra, a challenging probl...
Yiming Yang, Abhay Harpale, Subramaniam Ganapathy
IADIS
2008
13 years 5 months ago
Aggregation in Confidence-Based Concept Discovery for Multi-Relational Data Mining
Multi-relational data mining has become popular due to the limitations of propositional problem definition in structured domains and the tendency of storing data in relational dat...
Yusuf Kavurucu, Pinar Senkul, Ismail Hakki Toroslu