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NECO
1998
151views more  NECO 1998»
15 years 6 months ago
Nonlinear Component Analysis as a Kernel Eigenvalue Problem
We describe a new method for performing a nonlinear form of Principal Component Analysis. By the use of integral operator kernel functions, we can e ciently compute principal comp...
Bernhard Schölkopf, Alex J. Smola, Klaus-Robe...
BMCBI
2011
15 years 1 months ago
Bio: : Phylo - phyloinformatic analysis using Perl
Background: Phyloinformatic analyses involve large amounts of data and metadata of complex structure. Collecting, processing, analyzing, visualizing and summarizing these data and...
Rutger A. Vos, Jason Caravas, Klaas Hartmann, Mark...
SDM
2011
SIAM
370views Data Mining» more  SDM 2011»
14 years 9 months ago
Sparse Latent Semantic Analysis
Latent semantic analysis (LSA), as one of the most popular unsupervised dimension reduction tools, has a wide range of applications in text mining and information retrieval. The k...
Xi Chen, Yanjun Qi, Bing Bai, Qihang Lin, Jaime G....
CIA
2006
Springer
15 years 10 months ago
Semantic Web Research Anno 2006: Main Streams, Popular Fallacies, Current Status and Future Challenges
In this topical1 paper we try to give an analysis and overview of the current state of Semantic Web research. We point to different interpretations of the Semantic Web as the reaso...
Frank van Harmelen
ECAI
2008
Springer
15 years 8 months ago
Using Natural Language Generation Technology to Improve Information Flows in Intensive Care Units
In the drive to improve patient safety, patients in modern intensive care units are closely monitored with the generation of very large volumes of data. Unless the data are further...
Jim Hunter, Albert Gatt, François Portet, E...