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2009, 1. Aufl., ISBN 0470722118, xxix, 403 p., [6] p. of plates
Kernel methods have long been established as effective techniques in the framework of machine learning and pattern recognition, and have now become the... 
Remote sensing | Support vector machines
Book
Journal of Machine Learning Research, ISSN 1532-4435, 04/2012, Volume 13, pp. 981 - 1006
The Nystrom method is an efficient technique to generate low-rank matrix approximations and is used in several large-scale learning applications. A key aspect... 
Nyström method | Large-scale learning | Ensemble methods | Low-rank approximation | large-scale learning | MATRIX DECOMPOSITIONS | KERNEL | APPROXIMATIONS | ensemble methods | nystrom method | COMPONENT ANALYSIS | COMPUTATION | ALGORITHMS | low-rank approximation | AUTOMATION & CONTROL SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
2009, ISBN 0521791928, xiii, 349
Machine learning methods originated from artificial intelligence and are now used in various fields in environmental sciences today. This is the first... 
Kernel functions | Environmental sciences | Neural networks (Computer science) | Machine learning
Book
2016, Chapman & Hall/CRC handbooks of modern statistical methods, ISBN 9781482253016, xviii, 684 pages
Handbook of Spatial Epidemiology explains how to model epidemiological problems and improve inference about disease etiology from a geographical perspective.... 
Spatial Analysis | Epidemiologic Methods | Medical geography | Epidemiology | Medicine: General Issues | Statistical Theory & Methods
Book
2009, Foundations and trends in computer graphics and vision, ISBN 9781601982681, Volume 4, issue 3., Issue 3, ix, [2], 99
Book
Radiocarbon, ISSN 0033-8222, 12/2017, Volume 59, Issue 6, pp. 1809 - 1833
Bayesian models have proved very powerful in analyzing large datasets of radiocarbon (C-14) measurements from specific sites and in regional cultural or... 
kernel density | data analysis | Bayesian analysis | radiocarbon dating | GEOCHEMISTRY & GEOPHYSICS | DATES | DEMOGRAPHY | CALIBRATION CURVES | KERNEL DENSITY-ESTIMATION | AGE | Dating techniques | Data analysis | Calibration | Masks | Neolithic | Datasets | Artifacts | Archaeology | Demographics | Data sets | Methods | Deoxyribonucleic acid--DNA
Journal Article
Journal Article
2004, Computational molecular biology, ISBN 0262195097, ix, 400
Book
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 07/2014, Volume 36, Issue 7, pp. 1325 - 1339
Journal Article
2014, ISBN 9781107024960
"Offering a fundamental basis in kernel-based learning theory, this book covers both statistical and algebraic principles. It provides over 30 major theorems... 
Support vector machines | Kernel functions | Machine learning
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