{"id":"https://openalex.org/W2565912168","doi":"https://doi.org/10.1007/978-3-319-45797-0","title":"Algorithms for Data Science","display_name":"Algorithms for Data Science","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2565912168","doi":"https://doi.org/10.1007/978-3-319-45797-0","mag":"2565912168"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-45797-0","is_oa":false,"landing_page_url":"http://doi.org/10.1007/978-3-319-45797-0","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"book"},"type":"book","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/A5063459196","display_name":"Brian M. Steele","orcid":null},"institutions":[{"id":"https://openalex.org/I6750721","display_name":"University of Montana","ror":"https://ror.org/0078xmk34","country_code":"US","type":"education","lineage":["https://openalex.org/I6750721"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Brian Steele","raw_affiliation_strings":["University of Montana, Missoula, USA"],"affiliations":[{"raw_affiliation_string":"University of Montana, Missoula, USA","institution_ids":["https://openalex.org/I6750721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007348120","display_name":"John Chandler","orcid":null},"institutions":[{"id":"https://openalex.org/I6750721","display_name":"University of Montana","ror":"https://ror.org/0078xmk34","country_code":"US","type":"education","lineage":["https://openalex.org/I6750721"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Chandler","raw_affiliation_strings":["School of Business Administration, University of Montana, Missoula, USA"],"affiliations":[{"raw_affiliation_string":"School of Business Administration, University of Montana, Missoula, USA","institution_ids":["https://openalex.org/I6750721"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010734390","display_name":"Swarna Reddy","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Swarna Reddy","raw_affiliation_strings":["SoftMath Consultants, LLC, Missoula, USA"],"affiliations":[{"raw_affiliation_string":"SoftMath Consultants, LLC, Missoula, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5063459196"],"corresponding_institution_ids":["https://openalex.org/I6750721"],"apc_list":null,"apc_paid":null,"fwci":0.7455,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.79806047,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.06930000334978104,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.06930000334978104,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/analytics","display_name":"Analytics","score":0.694600522518158},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6573536992073059},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6117621064186096},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.5703420639038086},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5440934300422668},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2635938823223114},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12997594475746155}],"concepts":[{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.694600522518158},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6573536992073059},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6117621064186096},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.5703420639038086},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5440934300422668},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2635938823223114},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12997594475746155},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-319-45797-0","is_oa":false,"landing_page_url":"http://doi.org/10.1007/978-3-319-45797-0","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"book"},{"id":"pmh:oai:aleph.bib-bvb.de:BVB01-029399224","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-45797-0","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"software, multimedia"},{"id":"pmh:oai:dial.uclouvain.be:ebook:90393","is_oa":false,"landing_page_url":"http://hdl.handle.net/2078/ebook:90393","pdf_url":null,"source":{"id":"https://openalex.org/S4306401902","display_name":"Digital Access to Libraries (Universit\u00e9 catholique de Louvain (UCL), l'Universit\u00e9 de Namur (UNamur) and the Universit\u00e9 Saint-Louis (USL-B))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I95674353","host_organization_name":"UCLouvain","host_organization_lineage":["https://openalex.org/I95674353"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2018564485","https://openalex.org/W2560866016","https://openalex.org/W4206828100","https://openalex.org/W4235674952","https://openalex.org/W4251529734","https://openalex.org/W4399673693"],"related_works":["https://openalex.org/W4226266853","https://openalex.org/W4210252074","https://openalex.org/W4390482427","https://openalex.org/W3092201768","https://openalex.org/W2796632413","https://openalex.org/W2740083192","https://openalex.org/W2794907032","https://openalex.org/W2508885301","https://openalex.org/W4255802207","https://openalex.org/W4385267788"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}