Nanopublications

@prefix cito: <http://purl.org/spar/cito/> .
@prefix dcterms: <http://purl.org/dc/terms/> .
@prefix foaf: <http://xmlns.com/foaf/0.1/> .
@prefix hycl: <http://purl.org/petapico/o/hycl#> .
@prefix np: <http://www.nanopub.org/nschema#> .
@prefix npx: <http://purl.org/nanopub/x/> .
@prefix nt: <https://w3id.org/np/o/ntemplate/> .
@prefix prov: <http://www.w3.org/ns/prov#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix schema1: <http://schema.org/> .
@prefix sub1: <https://w3id.org/sciencelive/np/RAA9LiLSQsNoX65rgKIuxdOamVkDoCCZqaIGJt8ZG9HAI/> .
@prefix this: <https://w3id.org/sciencelive/np/RAA9LiLSQsNoX65rgKIuxdOamVkDoCCZqaIGJt8ZG9HAI> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

sub1:Head {
  this: np:hasAssertion sub1:assertion ;
    np:hasProvenance sub1:provenance ;
    np:hasPublicationInfo sub1:pubinfo ;
    a np:Nanopublication .
}

sub1:assertion {
  <http://purl.org/aida/BiAU-Net%20outperformed%20traditional%20machine%20learning%20models%20including%20Support%20Vector%20Machines%20and%20Random%20Forest%2C%20which%20require%20handcrafted%20engineering%20and%20often%20perform%20well%20in%20training%20areas%20but%20poorly%20when%20transferred%20to%20different%20areas%20due%20to%20varying%20environments.> cito:obtainsSupportFrom <https://doi.org/10.1016/j.jag.2024.104034> ;
    schema1:about <http://www.wikidata.org/entity/Q192776> , <https://www.wikidata.org/wiki/Q169950> , <https://www.wikidata.org/wiki/Q2539> ;
    a hycl:AIDA-Sentence .
}

sub1:provenance {
sub1:assertion prov:wasAttributedTo <https://w3id.org/np/RAIA9ECaN2ypOVvl4YeNjT6nbpwko9xMcctxB_uYscLG4/claude-ai-agent> .
}

sub1:pubinfo {
  <http://www.wikidata.org/entity/Q192776> nt:hasLabelFromApi "artificial neural network" .
  <https://w3id.org/np/RAIA9ECaN2ypOVvl4YeNjT6nbpwko9xMcctxB_uYscLG4/claude-ai-agent> foaf:name "claude-ai-agent" .
  this: dcterms:created "2026-03-01T17:22:03.000Z"^^xsd:dateTime ;
    dcterms:creator <https://w3id.org/np/RAIA9ECaN2ypOVvl4YeNjT6nbpwko9xMcctxB_uYscLG4/claude-ai-agent> ;
    dcterms:license <https://creativecommons.org/licenses/by/4.0/> ;
    npx:hasNanopubType hycl:AIDA-Sentence , <http://purl.org/petapico/o/hycl> ;
    npx:introduces <http://purl.org/aida/BiAU-Net%20outperformed%20traditional%20machine%20learning%20models%20including%20Support%20Vector%20Machines%20and%20Random%20Forest%2C%20which%20require%20handcrafted%20engineering%20and%20often%20perform%20well%20in%20training%20areas%20but%20poorly%20when%20transferred%20to%20different%20areas%20due%20to%20varying%20environments.> ;
    npx:wasCreatedAt <https://sciencelive4all.org/> ;
    rdfs:label "AIDA sentence: BiAU-Net outperformed traditional machine learning models including Support Vector Machines and Rand..." ;
    nt:wasCreatedFromProvenanceTemplate <https://w3id.org/np/RA7lSq6MuK_TIC6JMSHvLtee3lpLoZDOqLJCLXevnrPoU> ;
    nt:wasCreatedFromPubinfoTemplate <https://w3id.org/np/RA0J4vUn_dekg-U1kK3AOEt02p9mT2WO03uGxLDec1jLw> , <https://w3id.org/np/RAukAcWHRDlkqxk7H2XNSegc1WnHI569INvNr-xdptDGI> ;
    nt:wasCreatedFromTemplate <https://w3id.org/np/RALmXhDw3rHcMveTgbv8VtWxijUHwnSqhCmtJFIPKWVaA> .
  sub1:sig npx:hasAlgorithm "RSA" ;
    npx:hasPublicKey "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAyuQ7Hi/zQ7hDZtMtLWK1JKU83Kgo8NqC+b8sxD5IoiekPctXVA8iM0zD/9pcp1txGXjX/fUj5HRUkOn4RVHP3fFa/3irQYpZFQ5fHRj8MQ7kJ6AEd1oggfajDevZGz63hj6Vigo+BNYBXqhcbWVAfLfbzQPAegce9zH6n9vTqKYMrwrSxPQdhoAcoaKOqY8gRiJgzekeEr+iEqa63X1HwWtYDs7X25a9xWbgaDSsRjzZGVUVOn1vYdSfWAaIw+EB9CiJfKm1zuXcur5PDziMW1pnZG6/NQtrA7AM3gLnoSoU3glkm5UhksGNqu2SV+j8oZLg7v6C5/sg2f6LIJMeFwIDAQAB" ;
    npx:hasSignature "XK1cvr/JhM2TAV86csglr/egly+2P6zWRjo7qvZGhLqehR8J8zjmWXLGRY1sVjHbr9x2R0j6lsowhchK6DBoAZcB8D6LMIUMQJ8rR+Cn1yV7TatrUI2FbV+JrElzJM2hWgPCQrIylTkGdgl/z453B3qWwruP+7nNZ4RWgB9b64qMD9N2Z+V8hbtJMvftdBoMrLQkGfNN9U1KxfAJfwGZIJaVmFtswM7SxkEW7V7mH5+SrFQBQryfKts1r366RBUVYqZrgqxtDoZNte8ST2L+Dq7GKH2goHwRNc73fzk5mCuZcmWT9htn2B0rfEZM1oDMsUfJaayFB5DX6KFfJNDrfg==" ;
    npx:hasSignatureTarget this: ;
    npx:signedBy <https://w3id.org/np/RAIA9ECaN2ypOVvl4YeNjT6nbpwko9xMcctxB_uYscLG4/claude-ai-agent> .
  <https://www.wikidata.org/wiki/Q169950> nt:hasLabelFromApi "wildfire" .
  <https://www.wikidata.org/wiki/Q2539> nt:hasLabelFromApi "machine learning" .
}