<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc> <http://www.nanopub.org/nschema#hasAssertion> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#assertion> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#Head> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc> <http://www.nanopub.org/nschema#hasProvenance> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#provenance> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#Head> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc> <http://www.nanopub.org/nschema#hasPublicationInfo> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#Head> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://www.nanopub.org/nschema#Nanopublication> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#Head> .
<https://w3id.org/kpxl/ios/ds/terms/Unstable_Population_Indicator> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://www.w3.org/2002/07/owl#Class> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#assertion> .
<https://w3id.org/kpxl/ios/ds/terms/Unstable_Population_Indicator> <http://www.w3.org/2000/01/rdf-schema#label> "Unstable Population Indicator" <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#assertion> .
<https://w3id.org/kpxl/ios/ds/terms/Unstable_Population_Indicator> <http://www.w3.org/2004/02/skos/core#definition> "A discretized version of the Jeffrey's divergence with an implementation that overcomes numerical problems in rare classes" <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#assertion> .
<https://w3id.org/kpxl/ios/ds/terms/Unstable_Population_Indicator> <http://www.w3.org/2004/02/skos/core#relatedMatch> <http://www.wikidata.org/entity/Q131222> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#assertion> .
<https://w3id.org/kpxl/ios/ds/terms/Unstable_Population_Indicator> <http://www.w3.org/2004/02/skos/core#relatedMatch> <http://www.wikidata.org/entity/Q255166> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#assertion> .
<https://w3id.org/kpxl/ios/ds/terms/Unstable_Population_Indicator> <http://www.w3.org/2004/02/skos/core#relatedMatch> <http://www.wikidata.org/entity/Q3045002> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#assertion> .
<https://doi.org/10.3233/DS-240059> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/spar/fabio/ScholarlyWork> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#provenance> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#assertion> <http://www.w3.org/ns/prov#wasGeneratedBy> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#research-activity> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#provenance> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#research-activity> <http://purl.org/dc/terms/description> <https://doi.org/10.3233/DS-240059> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#provenance> .
<http://www.wikidata.org/entity/Q131222> <https://w3id.org/np/o/ntemplate/hasLabelFromApi> "information theory - mathematical theory from the field of probability theory and statistics" <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .
<http://www.wikidata.org/entity/Q255166> <https://w3id.org/np/o/ntemplate/hasLabelFromApi> "Kullback–Leibler divergence - measurement of how one probability distribution is different from a second, reference probability distribution" <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .
<http://www.wikidata.org/entity/Q3045002> <https://w3id.org/np/o/ntemplate/hasLabelFromApi> "concept drift - change of statistical properties over time" <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .
<https://orcid.org/0000-0002-1267-0234> <http://xmlns.com/foaf/0.1/name> "Tobias Kuhn" <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .
<https://orcid.org/0000-0003-2581-8370> <http://xmlns.com/foaf/0.1/name> "Marcel R. Haas" <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#author-list> <http://www.w3.org/1999/02/22-rdf-syntax-ns#_1> <https://orcid.org/0000-0003-2581-8370> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#sig> <http://purl.org/nanopub/x/hasAlgorithm> "RSA" <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#sig> <http://purl.org/nanopub/x/hasPublicKey> "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQCjDGQCS1S+SRnERDuYDXOugdYUP0efEquHJEEHAbU/uLzBVlga89zqrNPCS7fBE6lArBUWEmT8eLKdMapyqvAzI1J3jUWTMhDJF+XFBkUiuiFfNSc4vJJcmi0yujtnuzXsRIG202jyaP4f5ULoskFwaZOSBZJfiE0dsB3D7DTIAQIDAQAB" <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#sig> <http://purl.org/nanopub/x/hasSignature> "OUdLPt4XlB4MP50Doxsl0mAkNxr46uRwrzKa+CSFWSN+dEPlvFc2A02FHUdfkFVdLszL5G9FuMEH12CIyY0j14poevX4pXtyjXP+OYuQsWJDtTEJiUT/j27vKYZqy+PH3Jidc3BGCSa7IUs7UuioyORbFu/P5lkYkzUn66MEr54=" <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#sig> <http://purl.org/nanopub/x/hasSignatureTarget> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#sig> <http://purl.org/nanopub/x/signedBy> <https://orcid.org/0000-0002-1267-0234> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc> <http://purl.org/dc/terms/created> "2024-07-12T07:32:15.922Z"^^<http://www.w3.org/2001/XMLSchema#dateTime> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc> <http://purl.org/dc/terms/creator> <https://orcid.org/0000-0002-1267-0234> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc> <http://purl.org/dc/terms/isPartOf> <https://doi.org/10.3233/DS-240059> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc> <http://purl.org/dc/terms/license> <https://creativecommons.org/licenses/by/4.0/> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc> <http://purl.org/nanopub/x/hasNanopubType> <https://w3id.org/kpxl/ios/ds/terms/DataScienceNanopub> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc> <http://purl.org/nanopub/x/introduces> <https://w3id.org/kpxl/ios/ds/terms/Unstable_Population_Indicator> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc> <http://purl.org/nanopub/x/supersedes> <https://w3id.org/kpxl/ios/ds/np/RA4SqymT32eltSYbr41lDKMBV3Zr8nEBEXRFhfOrN6f3k> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc> <http://purl.org/nanopub/x/wasCreatedAt> <https://nanodash.petapico.org/> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc> <http://purl.org/ontology/bibo/authorList> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#author-list> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc> <http://www.w3.org/2000/01/rdf-schema#label> "Class: Unstable Population Indicator" <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc> <http://www.w3.org/ns/prov#wasDerivedFrom> <https://w3id.org/np/RAnbcxVzRTuhBALtiXoVccSrFwQl0p0MjPbTi7JWzqk7M> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc> <https://w3id.org/np/o/ntemplate/wasCreatedFromProvenanceTemplate> <http://purl.org/np/RA_bMeVDu1KMzSAdjjedJfMFgcyGZ-G3FbELL6J1vFZ_o> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc> <https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate> <http://purl.org/np/RAA2MfqdBCzmz9yVWjKLXNbyfBNcwsMmOqcNUxkk1maIM> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc> <https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate> <http://purl.org/np/RABngHbKpoJ3U9Nebc8mX_KUdv_vXw28EejqAyQya5zVA> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc> <https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate> <http://purl.org/np/RAh1gm83JiG5M6kDxXhaYT1l49nCzyrckMvTzcPn-iv90> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc> <https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate> <http://purl.org/np/RAjpBMlw3owYhJUBo3DtsuDlXsNAJ8cnGeWAutDVjuAuI> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc> <https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate> <https://w3id.org/np/RA5R_qv3VsZIrDKd8Mr37x3HoKCsKkwN5tJVqgQsKhjTE> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc> <https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate> <https://w3id.org/np/RAIabr2sRVJ-YOIwZRD__BVMJKnq3QtQw_mjLIGSACPAI> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc> <https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate> <https://w3id.org/np/RA_JdI7pfDcyvEXLr_gper3h8egmNggeTqkJbyHrlMEdo> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc> <https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate> <https://w3id.org/np/RAoWx0AJvNw-WqkGgZO4k8udNCg6kMcGZARN3DgO_5TII> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .
<https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc> <https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate> <http://purl.org/np/RAXfRJDfFUFU9xDDwIrXb8h6ypt8ISJVCMzmQvSCRHrhI> <https://w3id.org/kpxl/ios/ds/np/RA0XRooQKz2A7aoP0VJLS2NKcvQv-n7RwPoYtcD4wtTPc#pubinfo> .