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» Human Detection Using Partial Least Squares Analysis
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ESANN
2006
10 years 2 months ago
Random Forests Feature Selection with K-PLS: Detecting Ischemia from Magnetocardiograms
Random Forests were introduced by Breiman for feature (variable) selection and improved predictions for decision tree models. The resulting model is often superior to AdaBoost and ...
Long Han, Mark J. Embrechts, Boleslaw K. Szymanski...
BMCBI
2005
201views more  BMCBI 2005»
10 years 1 months ago
A comparative study of discriminating human heart failure etiology using gene expression profiles
Background: Human heart failure is a complex disease that manifests from multiple genetic and environmental factors. Although ischemic and non-ischemic heart disease present clini...
Xiaohong Huang, Wei Pan, Suzanne Grindle, Xinqiang...
ICIP
2009
IEEE
9 years 11 months ago
Multiscale AM-FM analysis of pneumoconiosis x-ray images
This paper presents a computer-aided diagnostic (CAD) system for analyzing chest radiographs based on the International Labor Organization (ILO) standards. We introduce an amplitu...
Víctor Murray, Marios S. Pattichis, Herbert...
ICASSP
2011
IEEE
9 years 5 months ago
Modeling musical attributes to characterize ensemble recordings using rhythmic audio features
In this paper, we present the results of a pre-study on music performance analysis of ensemble music. Our aim is to implement a music classiļ¬cation system for the description of...
Jakob Abesser, Olivier Lartillot, Christian Dittma...
EUSFLAT
2003
205views Fuzzy Logic» more  EUSFLAT 2003»
10 years 2 months ago
The use of NNPLS algorithm for on-line calibration monitoring
The paper presents a specialised Partial Least Squares (PLS) algorithm for on-line calibration monitoring. At first, the basic scheme and philosophy of PEANO (Process Evaluation a...
Andreas Kirschner
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