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Selection: with tag kernel-based-methods [3 articles] 

 

Kernel-based measures of association

  
Wiley Interdisciplinary Reviews: Computational Statistics, Vol. 10, No. 2. (March 2018), e1422, doi:10.1002/wics.1422

Abstract

Measures of association have been widely used for describing statistical relationships between two sets of variables. Traditionally, such association measures focus on specialized settings. Based on an in‐depth summary of existing common measures, we present a general framework for association measures that unifies existing methods and novel extensions based on kernels, including practical solutions to computational challenges. Specifically, we introduce association screening and variable selection via maximizing kernel‐based association measures. We also develop a backward dropping procedure for feature selection when ...

 

Multivariate binary discrimination by the kernel method

  
Biometrika, Vol. 63, No. 3. (1 December 1976), pp. 413-420, doi:10.1093/biomet/63.3.413

Abstract

An extension of the kernel method of density estimation from continuous to multivariate binary spaces is described. Its simple nonparametric nature together with its consistency properties make it an attractive tool in discrimination problems, with some advantages over already proposed parametric counterparts. The method is illustrated by an application to a particular medical diagnostic problem. Simple extensions of the method to categorical data and to data of mixed binary and continuous form are indicated. ...

 

(INRMM-MiD internal record) List of keywords of the INRMM meta-information database - part 21

  
(February 2014)
Keywords: inrmm-list-of-tags   italy   iucn   iucn-critically-endangered-cr   iucn-data-deficient-dd   iucn-endangered-en   iucn-extinct-in-the-wild-ew   iucn-least-concern-lc   iucn-lower-risk-least-concern-lrlc   iucn-lower-risk-near-threatened-lrnt   iucn-near-threatened-nt   iucn-vulnerable-vu   iverson-bracket   janus-abbreviatus   japan   jatropha-curcas   joint-research-centre   journal-ranking   jubaea-chilensis   juglans-jamaicensis   juglans-mandshurica   juglans-nigra   juglans-regia   juglans-spp   juniper-wood   juniperus-californica   juniperus-cedrus   juniperus-communis   juniperus-deppeana   juniperus-drupacea   juniperus-excelsa   juniperus-foetidissima   juniperus-monosperma   juniperus-occidentalis   juniperus-osteosperma   juniperus-oxycedrus   juniperus-phoenicea   juniperus-rigida   juniperus-silicicola   juniperus-spp   juniperus-thurifera   juniperus-virginiana   kalmia-latifolia   kalopanax-septemlobus   kappa   kazdaglari   kenya   kernel-based-methods   kk10   knn-distance   knowledge-engineering   knowledge-freedom   knowledge-integration   knowledge-management   kolkwitzia-amabilis   koompassia-excelsa   korea   kosovo   la-nina   laburnum-alpinum   laburnum-anagyroides   lag-effect   lagarostrobos-franklinii   lagerstroemia-speciosa   lagoon   lagopus-muta   lagunaria-patersoni   laguncularia-racemosa   lai   lamiastrum-galeobdolon   lamium-orvala   land   land-cover   land-disuse   land-evaluation   land-management   land-use   land-use-changes   land-use-driven-climate-change   land-use-dynamics   land-use-intensity   land-use-land-cover-changes   landform   landsat   landscape   landscape-changes   landscape-dynamics   landscape-genetics   landscape-modelling   landslides   landslides-as-major-erosion-process   language-design   languages   languages-death   lapse-rate   large-scale   large-vs-wide-scale   larix-chinensis   larix-decidua   larix-eurolepis  

Abstract

List of indexed keywords within the transdisciplinary set of domains which relate to the Integrated Natural Resources Modelling and Management (INRMM). In particular, the list of keywords maps the semantic tags in the INRMM Meta-information Database (INRMM-MiD). [\n] The INRMM-MiD records providing this list are accessible by the special tag: inrmm-list-of-tags ( http://mfkp.org/INRMM/tag/inrmm-list-of-tags ). ...

This page of the database may be cited as:
Integrated Natural Resources Modelling and Management - Meta-information Database. http://mfkp.org/INRMM/tag/kernel-based-methods

Publication metadata

Bibtex, RIS, RSS/XML feed, Json, Dublin Core

Meta-information Database (INRMM-MiD).
This database integrates a dedicated meta-information database in CiteULike (the CiteULike INRMM Group) with the meta-information available in Google Scholar, CrossRef and DataCite. The Altmetric database with Article-Level Metrics is also harvested. Part of the provided semantic content (machine-readable) is made even human-readable thanks to the DCMI Dublin Core viewer. Digital preservation of the meta-information indexed within the INRMM-MiD publication records is implemented thanks to the Internet Archive.
The library of INRMM related pubblications may be quickly accessed with the following links.
Search within the whole INRMM meta-information database:
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Full-text and abstracts of the publications indexed by the INRMM meta-information database are copyrighted by the respective publishers/authors. They are subject to all applicable copyright protection. The conditions of use of each indexed publication is defined by its copyright owner. Please, be aware that the indexed meta-information entirely relies on voluntary work and constitutes a quite incomplete and not homogeneous work-in-progress.
INRMM-MiD was experimentally established by the Maieutike Research Initiative in 2008 and then improved with the help of several volunteers (with a major technical upgrade in 2011). This new integrated interface is operational since 2014.