{"id":"https://openalex.org/W2004846931","doi":"https://doi.org/10.1016/s0004-3702(97)00048-9","title":"Knowing what doesn't matter: exploiting the omission of irrelevant data","display_name":"Knowing what doesn't matter: exploiting the omission of irrelevant data","publication_year":1997,"publication_date":"1997-12-01","ids":{"openalex":"https://openalex.org/W2004846931","doi":"https://doi.org/10.1016/s0004-3702(97)00048-9","mag":"2004846931"},"language":"en","primary_location":{"id":"doi:10.1016/s0004-3702(97)00048-9","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0004-3702(97)00048-9","pdf_url":null,"source":{"id":"https://openalex.org/S196139623","display_name":"Artificial Intelligence","issn_l":"0004-3702","issn":["0004-3702","1872-7921"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence","raw_type":"journal-article"},"type":"article","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/A5027200864","display_name":"Russell Greiner","orcid":"https://orcid.org/0000-0001-8327-934X"},"institutions":[{"id":"https://openalex.org/I4210137693","display_name":"Siemens (United States)","ror":"https://ror.org/04axb7e79","country_code":"US","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210137693"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Russell Greiner","raw_affiliation_strings":["Siemens Corporate Research, 755 College Road East, Princeton, NJ 08540-6632, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Siemens Corporate Research, 755 College Road East, Princeton, NJ 08540-6632, USA","institution_ids":["https://openalex.org/I4210137693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111596413","display_name":"Adam J. Grove","orcid":null},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam J. Grove","raw_affiliation_strings":["NEC Research Institute, 4 Independence Way, Princeton, NJ 08540, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NEC Research Institute, 4 Independence Way, Princeton, NJ 08540, USA","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047969246","display_name":"Alexander Kogan","orcid":"https://orcid.org/0000-0001-9672-3876"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexander Kogan","raw_affiliation_strings":["Faculty of Management, Rutgers University, Newark, NJ 07102, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Management, Rutgers University, Newark, NJ 07102, USA","institution_ids":["https://openalex.org/I102322142"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3670,"currency":"USD","value_usd":3670},"apc_paid":null,"fwci":4.232,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.94052461,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"97","issue":"1-2","first_page":"345","last_page":"380"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","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/T12072","display_name":"Machine Learning and Algorithms","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":0.9991000294685364,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9990000128746033,"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/blocking","display_name":"Blocking (statistics)","score":0.7345011234283447},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6288840770721436},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.6010162830352783},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5587674379348755},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5184840559959412},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.507656455039978},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.402351975440979},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3400030732154846},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10318413376808167}],"concepts":[{"id":"https://openalex.org/C144745244","wikidata":"https://www.wikidata.org/wiki/Q4927286","display_name":"Blocking (statistics)","level":2,"score":0.7345011234283447},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6288840770721436},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.6010162830352783},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5587674379348755},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5184840559959412},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.507656455039978},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.402351975440979},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3400030732154846},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10318413376808167},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/s0004-3702(97)00048-9","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0004-3702(97)00048-9","pdf_url":null,"source":{"id":"https://openalex.org/S196139623","display_name":"Artificial Intelligence","issn_l":"0004-3702","issn":["0004-3702","1872-7921"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.421.8907","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.421.8907","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://papersdb.cs.ualberta.ca/~papersdb/uploaded_files/additional_paper_superfluous-journal.pdf.greiner","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.8100000023841858}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W18982457","https://openalex.org/W58938704","https://openalex.org/W131552660","https://openalex.org/W238636846","https://openalex.org/W1514477737","https://openalex.org/W1531368347","https://openalex.org/W1569871753","https://openalex.org/W1593499398","https://openalex.org/W1619226191","https://openalex.org/W1954974098","https://openalex.org/W1968998685","https://openalex.org/W1969801393","https://openalex.org/W1975515425","https://openalex.org/W1996389440","https://openalex.org/W2004162112","https://openalex.org/W2006863141","https://openalex.org/W2018198423","https://openalex.org/W2019363670","https://openalex.org/W2021885139","https://openalex.org/W2028806856","https://openalex.org/W2029058452","https://openalex.org/W2042587503","https://openalex.org/W2044758663","https://openalex.org/W2059602918","https://openalex.org/W2070643972","https://openalex.org/W2087907345","https://openalex.org/W2091401625","https://openalex.org/W2104597806","https://openalex.org/W2123671027","https://openalex.org/W2125055259","https://openalex.org/W2129113961","https://openalex.org/W2146777307","https://openalex.org/W2289153397","https://openalex.org/W2428981601","https://openalex.org/W2484153108","https://openalex.org/W2913668833","https://openalex.org/W3085162807","https://openalex.org/W4212971335","https://openalex.org/W4230426527","https://openalex.org/W4238893454","https://openalex.org/W4246994868","https://openalex.org/W4247635303","https://openalex.org/W6600805511","https://openalex.org/W6602415318","https://openalex.org/W6605323684","https://openalex.org/W6609223241","https://openalex.org/W6636628491","https://openalex.org/W6640780159","https://openalex.org/W6642482256","https://openalex.org/W6652113623","https://openalex.org/W6655782417","https://openalex.org/W6657482440","https://openalex.org/W6673356871","https://openalex.org/W6681879947","https://openalex.org/W6722178735","https://openalex.org/W7038301002"],"related_works":["https://openalex.org/W2392835431","https://openalex.org/W1965371215","https://openalex.org/W2126932387","https://openalex.org/W2353762239","https://openalex.org/W2484966135","https://openalex.org/W2015050211","https://openalex.org/W2108990487","https://openalex.org/W2126435977","https://openalex.org/W2017131087","https://openalex.org/W1978276953"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}