{"id":"https://openalex.org/W2942046394","doi":"https://doi.org/10.32614/rj-2020-021","title":"tsmp: An R Package for Time Series with Matrix Profile","display_name":"tsmp: An R Package for Time Series with Matrix Profile","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W2942046394","doi":"https://doi.org/10.32614/rj-2020-021","mag":"2942046394"},"language":"en","primary_location":{"id":"doi:10.32614/rj-2020-021","is_oa":true,"landing_page_url":"https://doi.org/10.32614/rj-2020-021","pdf_url":"https://journal.r-project.org/archive/2020/RJ-2020-021/RJ-2020-021.pdf","source":{"id":"https://openalex.org/S2489169438","display_name":"The R Journal","issn_l":"2073-4859","issn":["2073-4859"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The R Journal","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://journal.r-project.org/archive/2020/RJ-2020-021/RJ-2020-021.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069242851","display_name":"Francisco Bischoff","orcid":"https://orcid.org/0000-0002-5301-8672"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Francisco Bischoff","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5045522817","display_name":"Pedro Pereira Rodrigues","orcid":"https://orcid.org/0000-0001-7867-6682"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pedro,Pereira Rodrigues","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5069242851"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1522,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.39094463,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"12","issue":"1","first_page":"76","last_page":"76"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9818000197410583,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.9696999788284302,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/joins","display_name":"Joins","score":0.8136122226715088},{"id":"https://openalex.org/keywords/r-package","display_name":"R package","score":0.7385939359664917},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7112091779708862},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5105105638504028},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.4109591841697693},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39578330516815186},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3723340332508087},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.24650979042053223},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.22548028826713562}],"concepts":[{"id":"https://openalex.org/C2778692605","wikidata":"https://www.wikidata.org/wiki/Q4041866","display_name":"Joins","level":2,"score":0.8136122226715088},{"id":"https://openalex.org/C2984074130","wikidata":"https://www.wikidata.org/wiki/Q73539779","display_name":"R package","level":2,"score":0.7385939359664917},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7112091779708862},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5105105638504028},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.4109591841697693},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39578330516815186},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3723340332508087},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.24650979042053223},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.22548028826713562},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.32614/rj-2020-021","is_oa":true,"landing_page_url":"https://doi.org/10.32614/rj-2020-021","pdf_url":"https://journal.r-project.org/archive/2020/RJ-2020-021/RJ-2020-021.pdf","source":{"id":"https://openalex.org/S2489169438","display_name":"The R Journal","issn_l":"2073-4859","issn":["2073-4859"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The R Journal","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1904.12626","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1904.12626","pdf_url":"https://arxiv.org/pdf/1904.12626","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:digitalcommons.unl.edu:r-journal-1158","is_oa":false,"landing_page_url":"https://digitalcommons.unl.edu/r-journal/181","pdf_url":null,"source":{"id":"https://openalex.org/S4306513441","display_name":"Insecta mundi","issn_l":"0749-6737","issn":["0749-6737","1942-1354","1942-1362"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310316217","host_organization_name":"Center for Systematic Entomology","host_organization_lineage":["https://openalex.org/P4310316217"],"host_organization_lineage_names":["Center for Systematic Entomology"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"The R Journal","raw_type":"text"}],"best_oa_location":{"id":"doi:10.32614/rj-2020-021","is_oa":true,"landing_page_url":"https://doi.org/10.32614/rj-2020-021","pdf_url":"https://journal.r-project.org/archive/2020/RJ-2020-021/RJ-2020-021.pdf","source":{"id":"https://openalex.org/S2489169438","display_name":"The R Journal","issn_l":"2073-4859","issn":["2073-4859"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The R Journal","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G160550121","display_name":null,"funder_award_id":"-FEDER-","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G2631452109","display_name":null,"funder_award_id":"(ERDF)","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G2864110009","display_name":null,"funder_award_id":"NORTE-01-0145-FEDER-000016","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G3550249319","display_name":null,"funder_award_id":"NORTE 2020","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G6000643058","display_name":null,"funder_award_id":"000016","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G6603360721","display_name":null,"funder_award_id":"PORTUGAL 2020","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"}],"funders":[{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2942046394.pdf","grobid_xml":"https://content.openalex.org/works/W2942046394.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W2026297770","https://openalex.org/W2077720176","https://openalex.org/W2091921805","https://openalex.org/W2106595237","https://openalex.org/W2127100972","https://openalex.org/W2129330015","https://openalex.org/W2252531811","https://openalex.org/W2771203716","https://openalex.org/W2772177579","https://openalex.org/W2798290452","https://openalex.org/W2805089775","https://openalex.org/W2808779432","https://openalex.org/W2906896108","https://openalex.org/W2907759361","https://openalex.org/W2908357282","https://openalex.org/W2982975975","https://openalex.org/W3103464150","https://openalex.org/W3147178137","https://openalex.org/W4242702158","https://openalex.org/W4399581691"],"related_works":["https://openalex.org/W2088925915","https://openalex.org/W2382891957","https://openalex.org/W2393491644","https://openalex.org/W2067184662","https://openalex.org/W3047837489","https://openalex.org/W2622139626","https://openalex.org/W2133660117","https://openalex.org/W2104496206","https://openalex.org/W3013303285","https://openalex.org/W2385836742"],"abstract_inverted_index":{"This":[0,62],"article":[1],"describes":[2],"tsmp,":[3],"an":[4],"R":[5,60],"package":[6,16,39,63],"that":[7,20],"implements":[8],"the":[9,37,47,50,55,59],"MP":[10],"concept":[11],"for":[12],"TS.":[13],"The":[14],"tsmp":[15,38],"is":[17],"a":[18],"toolkit":[19],"allows":[21],"all-pairs":[22],"similarity":[23],"joins,":[24],"motif,":[25],"discords":[26],"and":[27,53],"chains":[28],"discovery,":[29],"semantic":[30],"segmentation,":[31],"etc.":[32],"Here":[33],"we":[34],"describe":[35],"how":[36],"may":[40],"be":[41,65],"used":[42],"by":[43],"showing":[44],"some":[45],"of":[46],"use-cases":[48],"from":[49],"original":[51],"articles":[52],"evaluate":[54],"algorithm":[56],"speed":[57],"in":[58],"environment.":[61],"can":[64],"downloaded":[66],"at":[67],"https://CRAN.R-project.org/package=tsmp.":[68]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}