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» Predicting relative performance of classifiers from samples
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CVPR
2008
IEEE
14 years 11 months ago
Face alignment via boosted ranking model
Face alignment seeks to deform a face model to match it with the features of the image of a face by optimizing an appropriate cost function. We propose a new face model that is al...
Gianfranco Doretto, Hao Wu, Xiaoming Liu 0002
ACL
2010
13 years 7 months ago
Fine-Grained Genre Classification Using Structural Learning Algorithms
Prior use of machine learning in genre classification used a list of labels as classification categories. However, genre classes are often organised into hierarchies, e.g., coveri...
Zhili Wu, Katja Markert, Serge Sharoff
ICML
2003
IEEE
14 years 9 months ago
Learning on the Test Data: Leveraging Unseen Features
This paper addresses the problem of classification in situations where the data distribution is not homogeneous: Data instances might come from different locations or times, and t...
Benjamin Taskar, Ming Fai Wong, Daphne Koller
BMCBI
2007
163views more  BMCBI 2007»
13 years 9 months ago
Strainer: software for analysis of population variation in community genomic datasets
Background: Metagenomic analyses of microbial communities that are comprehensive enough to provide multiple samples of most loci in the genomes of the dominant organism types will...
John M. Eppley, Gene W. Tyson, Wayne M. Getz, Jill...
BMCBI
2006
102views more  BMCBI 2006»
13 years 9 months ago
MycoperonDB: a database of computationally identified operons and transcriptional units in Mycobacteria
Background: A key post genomics challenge is to identify how genes in an organism come together and perform physiological functions. An important first step in this direction is t...
Sarita Ranjan, Ranjit Kumar Gundu, Akash Ranjan