{"id":"https://openalex.org/W2415372959","doi":"https://doi.org/10.1007/978-3-319-30162-4_6","title":"Training Model Trees on Data Streams with Missing Values","display_name":"Training Model Trees on Data Streams with Missing Values","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2415372959","doi":"https://doi.org/10.1007/978-3-319-30162-4_6","mag":"2415372959"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-30162-4_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-30162-4_6","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054000250","display_name":"Olivier Parisot","orcid":"https://orcid.org/0000-0002-3293-3628"},"institutions":[{"id":"https://openalex.org/I4210112527","display_name":"Luxembourg Institute of Science and Technology","ror":"https://ror.org/01t178j62","country_code":"LU","type":"education","lineage":["https://openalex.org/I4210112527"]}],"countries":["LU"],"is_corresponding":true,"raw_author_name":"Olivier Parisot","raw_affiliation_strings":["Luxembourg Institute of Science and Technology (LIST), Belvaux, Luxembourg"],"affiliations":[{"raw_affiliation_string":"Luxembourg Institute of Science and Technology (LIST), Belvaux, Luxembourg","institution_ids":["https://openalex.org/I4210112527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006548495","display_name":"Yoanne Didry","orcid":"https://orcid.org/0000-0002-6064-7098"},"institutions":[{"id":"https://openalex.org/I4210112527","display_name":"Luxembourg Institute of Science and Technology","ror":"https://ror.org/01t178j62","country_code":"LU","type":"education","lineage":["https://openalex.org/I4210112527"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Yoanne Didry","raw_affiliation_strings":["Luxembourg Institute of Science and Technology (LIST), Belvaux, Luxembourg"],"affiliations":[{"raw_affiliation_string":"Luxembourg Institute of Science and Technology (LIST), Belvaux, Luxembourg","institution_ids":["https://openalex.org/I4210112527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018962052","display_name":"Thomas Tamisier","orcid":"https://orcid.org/0000-0003-2363-6055"},"institutions":[{"id":"https://openalex.org/I4210112527","display_name":"Luxembourg Institute of Science and Technology","ror":"https://ror.org/01t178j62","country_code":"LU","type":"education","lineage":["https://openalex.org/I4210112527"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Thomas Tamisier","raw_affiliation_strings":["Luxembourg Institute of Science and Technology (LIST), Belvaux, Luxembourg"],"affiliations":[{"raw_affiliation_string":"Luxembourg Institute of Science and Technology (LIST), Belvaux, Luxembourg","institution_ids":["https://openalex.org/I4210112527"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000232046","display_name":"Beno\u00eet Otjacques","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112527","display_name":"Luxembourg Institute of Science and Technology","ror":"https://ror.org/01t178j62","country_code":"LU","type":"education","lineage":["https://openalex.org/I4210112527"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Beno\u00eet Otjacques","raw_affiliation_strings":["Luxembourg Institute of Science and Technology (LIST), Belvaux, Luxembourg"],"affiliations":[{"raw_affiliation_string":"Luxembourg Institute of Science and Technology (LIST), Belvaux, Luxembourg","institution_ids":["https://openalex.org/I4210112527"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5054000250"],"corresponding_institution_ids":["https://openalex.org/I4210112527"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0216757,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"81","last_page":"97"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9983000159263611,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.988099992275238,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.9259732961654663},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7822045087814331},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6618853211402893},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6461244821548462},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.6412541270256042},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.6293900609016418},{"id":"https://openalex.org/keywords/streams","display_name":"STREAMS","score":0.603704571723938},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.5037869811058044},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.46239838004112244},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.431963711977005},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4127247631549835},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12437036633491516}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.9259732961654663},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7822045087814331},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6618853211402893},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6461244821548462},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.6412541270256042},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.6293900609016418},{"id":"https://openalex.org/C42090638","wikidata":"https://www.wikidata.org/wiki/Q4048907","display_name":"STREAMS","level":2,"score":0.603704571723938},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5037869811058044},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.46239838004112244},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.431963711977005},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4127247631549835},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12437036633491516},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-30162-4_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-30162-4_6","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W99918673","https://openalex.org/W612972800","https://openalex.org/W1494213040","https://openalex.org/W1570448133","https://openalex.org/W1572978214","https://openalex.org/W1594031697","https://openalex.org/W1610612296","https://openalex.org/W1646313322","https://openalex.org/W1780185704","https://openalex.org/W1834088915","https://openalex.org/W1962414156","https://openalex.org/W1979578660","https://openalex.org/W1980607498","https://openalex.org/W1987552279","https://openalex.org/W1993220086","https://openalex.org/W1995530681","https://openalex.org/W1995790322","https://openalex.org/W2006345381","https://openalex.org/W2027525188","https://openalex.org/W2028644426","https://openalex.org/W2031030051","https://openalex.org/W2034841618","https://openalex.org/W2040315807","https://openalex.org/W2061532096","https://openalex.org/W2068714596","https://openalex.org/W2082674974","https://openalex.org/W2099302642","https://openalex.org/W2100358124","https://openalex.org/W2103012681","https://openalex.org/W2103459159","https://openalex.org/W2121013825","https://openalex.org/W2123170466","https://openalex.org/W2123214527","https://openalex.org/W2135335717","https://openalex.org/W2138052638","https://openalex.org/W2159798994","https://openalex.org/W2164813792","https://openalex.org/W2227270123","https://openalex.org/W2607075150","https://openalex.org/W2611138377","https://openalex.org/W3085162807","https://openalex.org/W3120740533","https://openalex.org/W3123613287","https://openalex.org/W3150796314","https://openalex.org/W4233413206","https://openalex.org/W4243029873","https://openalex.org/W4254900611","https://openalex.org/W6843735874"],"related_works":["https://openalex.org/W4293151273","https://openalex.org/W4389449520","https://openalex.org/W127192698","https://openalex.org/W2570600173","https://openalex.org/W2893008024","https://openalex.org/W2743735673","https://openalex.org/W2360131081","https://openalex.org/W2985941356","https://openalex.org/W4361801939","https://openalex.org/W2802243998"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
