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» On the Generation of Spatiotemporal Datasets
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NAR
2008
90views more  NAR 2008»
14 years 11 months ago
Many Microbe Microarrays Database: uniformly normalized Affymetrix compendia with structured experimental metadata
Many Microbe Microarrays Database (M3D ) is designed to facilitate the analysis and visualization of expression data in compendia compiled from multiple laboratories. M3D contains...
Jeremiah J. Faith, Michael E. Driscoll, Vincent A....
72
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NPL
2008
100views more  NPL 2008»
14 years 11 months ago
Comparing Combination Rules of Pairwise Neural Networks Classifiers
A decomposition approach to multiclass classification problems consists in decomposing a multiclass problem into a set of binary ones. Decomposition splits the complete multiclass ...
Olivier Lezoray, Hubert Cardot
PAA
2008
14 years 11 months ago
Prototype reduction using an artificial immune model
Artificial immune system (AIS)-based pattern classification approach is relatively new in the field of pattern recognition. The study explores the potentiality of this paradigm in ...
Utpal Garain
PAMI
2008
135views more  PAMI 2008»
14 years 11 months ago
MultiK-MHKS: A Novel Multiple Kernel Learning Algorithm
In this paper, we develop a new effective multiple kernel learning algorithm. First, we map the input data into m different feature spaces by m empirical kernels, where each genera...
Zhe Wang, Songcan Chen, Tingkai Sun
72
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SIGIR
2008
ACM
14 years 10 months ago
Learning to rank with partially-labeled data
Ranking algorithms, whose goal is to appropriately order a set of objects/documents, are an important component of information retrieval systems. Previous work on ranking algorith...
Kevin Duh, Katrin Kirchhoff