2006-12
AUTHORS ABSTRACTSupport vector machines (SVMs) are becoming popular in a wide variety of biological applications. But, what exactly are SVMs and how do they work? And what are their most promising applications in the life sciences?
PAGES1565-1567
http://scigraph.springernature.com/pub.10.1038/nbt1206-1565
DOIhttp://dx.doi.org/10.1038/nbt1206-1565
DIMENSIONShttps://app.dimensions.ai/details/publication/pub.1051026888
PUBMEDhttps://www.ncbi.nlm.nih.gov/pubmed/17160063
JSON-LD is the canonical representation for SciGraph data.
TIP: You can open this SciGraph record using an external JSON-LD service: JSON-LD Playground Google SDTT
[
{
"@context": "https://springernature.github.io/scigraph/jsonld/sgcontext.json",
"author": [
{
"affiliation": {
"alternateName": "University of Washington",
"id": "https://www.grid.ac/institutes/grid.34477.33",
"name": [
"Department of Genome Sciences, University of Washington, 1705 NE Pacific Street, Seattle, Washington 98195, USA. noble@gs.washington.edu"
],
"type": "Organization"
},
"familyName": "Noble",
"givenName": "William S",
"id": "sg:person.01334532172.13",
"sameAs": [
"https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01334532172.13"
],
"type": "Person"
}
],
"citation": [
{
"id": "https://doi.org/10.1073/pnas.211566398",
"sameAs": [
"https://app.dimensions.ai/details/publication/pub.1019952469"
],
"type": "CreativeWork"
},
{
"id": "https://doi.org/10.1093/bioinformatics/16.10.906",
"sameAs": [
"https://app.dimensions.ai/details/publication/pub.1029326163"
],
"type": "CreativeWork"
},
{
"id": "https://doi.org/10.1126/science.286.5439.531",
"sameAs": [
"https://app.dimensions.ai/details/publication/pub.1042995627"
],
"type": "CreativeWork"
},
{
"id": "sg:pub.10.1023/a:1012487302797",
"sameAs": [
"https://app.dimensions.ai/details/publication/pub.1048573168",
"https://doi.org/10.1023/a:1012487302797"
],
"type": "CreativeWork"
}
],
"datePublished": "2006-12",
"datePublishedReg": "2006-12-01",
"description": "Support vector machines (SVMs) are becoming popular in a wide variety of biological applications. But, what exactly are SVMs and how do they work? And what are their most promising applications in the life sciences?",
"genre": "research_article",
"id": "sg:pub.10.1038/nbt1206-1565",
"inLanguage": [
"en"
],
"isAccessibleForFree": false,
"isPartOf": [
{
"id": "sg:journal.1115214",
"issn": [
"1087-0156",
"1546-1696"
],
"name": "Nature Biotechnology",
"type": "Periodical"
},
{
"issueNumber": "12",
"type": "PublicationIssue"
},
{
"type": "PublicationVolume",
"volumeNumber": "24"
}
],
"name": "What is a support vector machine?",
"pagination": "1565-1567",
"productId": [
{
"name": "readcube_id",
"type": "PropertyValue",
"value": [
"f312fabbd555ecbbcb845fc2361e7651deb59894cdfe3ad0107221919ff19d3f"
]
},
{
"name": "pubmed_id",
"type": "PropertyValue",
"value": [
"17160063"
]
},
{
"name": "nlm_unique_id",
"type": "PropertyValue",
"value": [
"9604648"
]
},
{
"name": "doi",
"type": "PropertyValue",
"value": [
"10.1038/nbt1206-1565"
]
},
{
"name": "dimensions_id",
"type": "PropertyValue",
"value": [
"pub.1051026888"
]
}
],
"sameAs": [
"https://doi.org/10.1038/nbt1206-1565",
"https://app.dimensions.ai/details/publication/pub.1051026888"
],
"sdDataset": "articles",
"sdDatePublished": "2019-04-11T12:11",
"sdLicense": "https://scigraph.springernature.com/explorer/license/",
"sdPublisher": {
"name": "Springer Nature - SN SciGraph project",
"type": "Organization"
},
"sdSource": "s3://com-uberresearch-data-dimensions-target-20181106-alternative/cleanup/v134/2549eaecd7973599484d7c17b260dba0a4ecb94b/merge/v9/a6c9fde33151104705d4d7ff012ea9563521a3ce/jats-lookup/v90/0000000361_0000000361/records_53981_00000001.jsonl",
"type": "ScholarlyArticle",
"url": "http://www.nature.com/nbt/journal/v24/n12/full/nbt1206-1565.html"
}
]
Download the RDF metadata as: json-ld nt turtle xml License info
JSON-LD is a popular format for linked data which is fully compatible with JSON.
curl -H 'Accept: application/ld+json' 'https://scigraph.springernature.com/pub.10.1038/nbt1206-1565'
N-Triples is a line-based linked data format ideal for batch operations.
curl -H 'Accept: application/n-triples' 'https://scigraph.springernature.com/pub.10.1038/nbt1206-1565'
Turtle is a human-readable linked data format.
curl -H 'Accept: text/turtle' 'https://scigraph.springernature.com/pub.10.1038/nbt1206-1565'
RDF/XML is a standard XML format for linked data.
curl -H 'Accept: application/rdf+xml' 'https://scigraph.springernature.com/pub.10.1038/nbt1206-1565'
This table displays all metadata directly associated to this object as RDF triples.
74 TRIPLES
20 PREDICATES
31 URIs
21 LITERALS
9 BLANK NODES