{"id":"https://openalex.org/W1494846899","doi":"https://doi.org/10.1023/a:1007442505281","title":"Guest Editors' Introduction: On Applied Research in Machine Learning","display_name":"Guest Editors' Introduction: On Applied Research in Machine Learning","publication_year":1998,"publication_date":"1998-02-01","ids":{"openalex":"https://openalex.org/W1494846899","doi":"https://doi.org/10.1023/a:1007442505281","mag":"1494846899"},"language":"en","primary_location":{"id":"doi:10.1023/a:1007442505281","is_oa":true,"landing_page_url":"https://doi.org/10.1023/a:1007442505281","pdf_url":"https://link.springer.com/content/pdf/10.1023/A:1007442505281.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"type":"editorial","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1023/A:1007442505281.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037283651","display_name":"Foster Provost","orcid":"https://orcid.org/0000-0002-0307-3884"},"institutions":[{"id":"https://openalex.org/I2801304177","display_name":"College of Westchester","ror":"https://ror.org/00ck0vh11","country_code":"US","type":"education","lineage":["https://openalex.org/I2801304177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Foster Provost","raw_affiliation_strings":["Bell Atlantic Science and Technology, 400 Westchester Avenue, White Plains, New York, 10604","Bell Atlantic Science and Technology, 400 Westchester Avenue, White Plains, New York 10604. E-mail: provost@acm.org#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bell Atlantic Science and Technology, 400 Westchester Avenue, White Plains, New York, 10604","institution_ids":["https://openalex.org/I2801304177"]},{"raw_affiliation_string":"Bell Atlantic Science and Technology, 400 Westchester Avenue, White Plains, New York 10604. E-mail: provost@acm.org#TAB#","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037339239","display_name":"Ron Kohavi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210086253","display_name":"Silicon Valley Community Foundation","ror":"https://ror.org/001ader08","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210086253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ron Kohavi","raw_affiliation_strings":["Data Mining and Visualization, Silicon Graphics Inc., 2011 N. Shoreline Blvd, Mountain View, CA, 94043","Data Mining and Visualization, Silicon Graphics Inc., 2011 N. Shoreline Blvd, Mountain View, CA. 94043. E-mail: [email\u00a0protected]#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data Mining and Visualization, Silicon Graphics Inc., 2011 N. Shoreline Blvd, Mountain View, CA, 94043","institution_ids":["https://openalex.org/I4210086253"]},{"raw_affiliation_string":"Data Mining and Visualization, Silicon Graphics Inc., 2011 N. Shoreline Blvd, Mountain View, CA. 94043. E-mail: [email\u00a0protected]#TAB#","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":378,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"30","issue":"2-3","first_page":"127","last_page":"132"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9998000264167786,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9998000264167786,"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":0.9987999796867371,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9959999918937683,"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/computer-science","display_name":"Computer science","score":0.3827178478240967},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34676122665405273}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3827178478240967},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34676122665405273}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1023/a:1007442505281","is_oa":true,"landing_page_url":"https://doi.org/10.1023/a:1007442505281","pdf_url":"https://link.springer.com/content/pdf/10.1023/A:1007442505281.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1023/a:1007442505281","is_oa":true,"landing_page_url":"https://doi.org/10.1023/a:1007442505281","pdf_url":"https://link.springer.com/content/pdf/10.1023/A:1007442505281.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320332688","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1494846899.pdf","grobid_xml":"https://content.openalex.org/works/W1494846899.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W22339246","https://openalex.org/W1482003017","https://openalex.org/W1507022600","https://openalex.org/W1512628935","https://openalex.org/W1517113043","https://openalex.org/W1534731256","https://openalex.org/W1540214124","https://openalex.org/W1548876828","https://openalex.org/W1584333058","https://openalex.org/W1588282782","https://openalex.org/W1788543673","https://openalex.org/W1807497805","https://openalex.org/W1955600018","https://openalex.org/W1990991465","https://openalex.org/W2033626294","https://openalex.org/W2042385018","https://openalex.org/W2138745909","https://openalex.org/W2239614009","https://openalex.org/W2404077489","https://openalex.org/W2752600643","https://openalex.org/W2982720039","https://openalex.org/W2992158480","https://openalex.org/W4230355672","https://openalex.org/W4234250824","https://openalex.org/W6625896234"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655","https://openalex.org/W2359140296"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":24},{"year":2021,"cited_by_count":26},{"year":2020,"cited_by_count":26},{"year":2019,"cited_by_count":18},{"year":2018,"cited_by_count":24},{"year":2017,"cited_by_count":20},{"year":2016,"cited_by_count":17},{"year":2015,"cited_by_count":16},{"year":2014,"cited_by_count":21},{"year":2013,"cited_by_count":19},{"year":2012,"cited_by_count":12}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2016-06-24T00:00:00"}