{"id":"https://openalex.org/W251118338","doi":"https://doi.org/10.1007/978-3-319-10831-5_8","title":"Data Wrangling: A Decisive Step for Compact Regression Trees","display_name":"Data Wrangling: A Decisive Step for Compact Regression Trees","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W251118338","doi":"https://doi.org/10.1007/978-3-319-10831-5_8","mag":"251118338"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-10831-5_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-10831-5_8","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer 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":[],"countries":[],"is_corresponding":false,"raw_author_name":"Olivier Parisot","raw_affiliation_strings":["Public Research Centre Gabriel Lippmann, Belvaux, Luxembourg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Public Research Centre Gabriel Lippmann, Belvaux, Luxembourg","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006548495","display_name":"Yoanne Didry","orcid":"https://orcid.org/0000-0002-6064-7098"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yoanne Didry","raw_affiliation_strings":["Public Research Centre Gabriel Lippmann, Belvaux, Luxembourg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Public Research Centre Gabriel Lippmann, Belvaux, Luxembourg","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018962052","display_name":"Thomas Tamisier","orcid":"https://orcid.org/0000-0003-2363-6055"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Thomas Tamisier","raw_affiliation_strings":["Public Research Centre Gabriel Lippmann, Belvaux, Luxembourg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Public Research Centre Gabriel Lippmann, Belvaux, Luxembourg","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.07602449,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"60","last_page":"63"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9970999956130981,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9970999956130981,"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/T10799","display_name":"Data Visualization and Analytics","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9950000047683716,"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/computer-science","display_name":"Computer science","score":0.8398964405059814},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6139149069786072},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5645437240600586},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.5486028790473938},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.537423849105835},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5313255190849304},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4736515283584595},{"id":"https://openalex.org/keywords/data-transformation","display_name":"Data transformation","score":0.4594382643699646},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.42181020975112915},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4170067012310028},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38203540444374084},{"id":"https://openalex.org/keywords/data-warehouse","display_name":"Data warehouse","score":0.12299284338951111},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10896822810173035}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8398964405059814},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6139149069786072},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5645437240600586},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.5486028790473938},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.537423849105835},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5313255190849304},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4736515283584595},{"id":"https://openalex.org/C150670458","wikidata":"https://www.wikidata.org/wiki/Q4272815","display_name":"Data transformation","level":3,"score":0.4594382643699646},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.42181020975112915},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4170067012310028},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38203540444374084},{"id":"https://openalex.org/C135572916","wikidata":"https://www.wikidata.org/wiki/Q193351","display_name":"Data warehouse","level":2,"score":0.12299284338951111},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10896822810173035},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-10831-5_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-10831-5_8","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7200000286102295,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W78907429","https://openalex.org/W86680466","https://openalex.org/W109176405","https://openalex.org/W123765585","https://openalex.org/W1570448133","https://openalex.org/W1594031697","https://openalex.org/W1987552279","https://openalex.org/W2064766209","https://openalex.org/W2143677795","https://openalex.org/W3085162807","https://openalex.org/W3120740533","https://openalex.org/W6843735874"],"related_works":["https://openalex.org/W4225274103","https://openalex.org/W2013728941","https://openalex.org/W2154046714","https://openalex.org/W2579659702","https://openalex.org/W2189613078","https://openalex.org/W1574055964","https://openalex.org/W2923661510","https://openalex.org/W3003759491","https://openalex.org/W2542318691","https://openalex.org/W2547096368"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}