{"id":"https://openalex.org/W4245993583","doi":"https://doi.org/10.25080/majora-342d178e-025","title":"Learning from evolving data streams","display_name":"Learning from evolving data streams","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W4245993583","doi":"https://doi.org/10.25080/majora-342d178e-025"},"language":"en","primary_location":{"id":"doi:10.25080/majora-342d178e-025","doi":"https://doi.org/10.25080/majora-342d178e-025","is_oa":true,"landing_page_url":"https://doi.org/10.25080/majora-342d178e-025","pdf_url":"https://zenodo.org/record/3961242/files/Learning%20from%20evolving%20data%20streams.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Python in Science Conference","raw_type":"dataset"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://zenodo.org/record/3961242/files/Learning%20from%20evolving%20data%20streams.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042593186","display_name":"Jacob Montiel","orcid":"https://orcid.org/0000-0003-2245-0718","observed_orcids":["https://orcid.org/0000-0003-2245-0718"]},"institutions":[{"id":"https://openalex.org/I52179390","display_name":"University of Waikato","ror":"https://ror.org/013fsnh78","country_code":"NZ","type":"education","lineage":["https://openalex.org/I52179390"]}],"countries":["NZ"],"is_corresponding":true,"raw_author_name":"Jacob Montiel","raw_affiliation_strings":["University of Waikato"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Waikato","institution_ids":["https://openalex.org/I52179390"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5042593186"],"corresponding_institution_ids":["https://openalex.org/I52179390"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12761","display_name":"Data Stream Mining Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12676","display_name":"Machine Learning and ELM","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/stream-learning","display_name":"stream learning","score":0.7990000247955322},{"id":"https://openalex.org/keywords/evolving-data-streams","display_name":"evolving data streams","score":0.9169999957084656},{"id":"https://openalex.org/keywords/e-learning","display_name":"online learning","score":0.722000002861023},{"id":"https://openalex.org/keywords/python-library","display_name":"Python library","score":0.5509999990463257},{"id":"https://openalex.org/keywords/dynamic-data","display_name":"dynamic data","score":0.4189999997615814}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.8340713977813721},{"id":"https://openalex.org/C42090638","wikidata":"https://www.wikidata.org/wiki/Q4048907","display_name":"STREAMS","level":2,"score":0.7917650938034058},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.7589275240898132},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6410245895385742},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.506374716758728},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4659161865711212},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3515486717224121},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1897546648979187},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.18419674038887024},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09103524684906006},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07652974128723145},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.25080/majora-342d178e-025","doi":"https://doi.org/10.25080/majora-342d178e-025","is_oa":true,"landing_page_url":"https://doi.org/10.25080/majora-342d178e-025","pdf_url":"https://zenodo.org/record/3961242/files/Learning%20from%20evolving%20data%20streams.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Python in Science Conference","raw_type":"dataset"}],"best_oa_location":{"id":"doi:10.25080/majora-342d178e-025","doi":"https://doi.org/10.25080/majora-342d178e-025","is_oa":true,"landing_page_url":"https://doi.org/10.25080/majora-342d178e-025","pdf_url":"https://zenodo.org/record/3961242/files/Learning%20from%20evolving%20data%20streams.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Python in Science Conference","raw_type":"dataset"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4245993583.pdf","grobid_xml":"https://content.openalex.org/works/W4245993583.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3172984542","https://openalex.org/W3142712288","https://openalex.org/W2847284300","https://openalex.org/W4239186309","https://openalex.org/W3034831783","https://openalex.org/W3003473485","https://openalex.org/W3089031811","https://openalex.org/W2083347156","https://openalex.org/W2185928170","https://openalex.org/W2913586381"],"abstract_inverted_index":{"A":[0],"brief":[1],"introduction":[2],"to":[3],"machine":[4],"learning":[5,27],"for":[6,25],"evolving":[7],"data":[8,13],"streams.":[9],"In":[10],"this":[11],"field":[12],"is":[14,30],"assumed":[15],"infinite":[16],"and":[17],"can":[18],"change":[19],"over":[20],"time.":[21],"scikit-multiflow,":[22],"a":[23],"package":[24],"stream":[26],"in":[28],"Python":[29],"also":[31],"presented.":[32]},"counts_by_year":[],"updated_date":"2026-08-27T14:10:00.468798","created_date":"2022-05-12T00:00:00"}