{"id":"https://openalex.org/W2039024435","doi":"https://doi.org/10.1007/bf00993474","title":"Inductive policy: The pragmatics of bias selection","display_name":"Inductive policy: The pragmatics of bias selection","publication_year":1995,"publication_date":"1995-01-01","ids":{"openalex":"https://openalex.org/W2039024435","doi":"https://doi.org/10.1007/bf00993474","mag":"2039024435"},"language":"en","primary_location":{"id":"doi:10.1007/bf00993474","is_oa":true,"landing_page_url":"https://doi.org/10.1007/bf00993474","pdf_url":"https://link.springer.com/content/pdf/10.1007/BF00993474.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":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/BF00993474.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":[],"countries":[],"is_corresponding":true,"raw_author_name":"Foster John Provost","raw_affiliation_strings":["NYNEX Science & Technology, 10604, White Plains, NY","NYNEX Science & Technology, White Plains, NY 10604. foster@nynexst.com#TAB#"],"affiliations":[{"raw_affiliation_string":"NYNEX Science & Technology, 10604, White Plains, NY","institution_ids":[]},{"raw_affiliation_string":"NYNEX Science & Technology, White Plains, NY 10604. foster@nynexst.com#TAB#","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108508284","display_name":"Bruce G. Buchanan","orcid":null},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bruce G. Buchanan","raw_affiliation_strings":["Intelligent Systems Laboratory, Computer Science Department, University of Pittsburgh, 15260, Pittsburgh, PA","Intelligent Systems Laboratory, Computer Science Department, University of Pittsburgh, Pittsburgh, PA 15260#TAB#"],"affiliations":[{"raw_affiliation_string":"Intelligent Systems Laboratory, Computer Science Department, University of Pittsburgh, 15260, Pittsburgh, PA","institution_ids":["https://openalex.org/I170201317"]},{"raw_affiliation_string":"Intelligent Systems Laboratory, Computer Science Department, University of Pittsburgh, Pittsburgh, PA 15260#TAB#","institution_ids":["https://openalex.org/I170201317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5037283651"],"corresponding_institution_ids":[],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":9.9968,"has_fulltext":true,"cited_by_count":88,"citation_normalized_percentile":{"value":0.98044531,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"20","issue":"1-2","first_page":"35","last_page":"61"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9986000061035156,"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/T10028","display_name":"Topic Modeling","score":0.9986000061035156,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","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/T12072","display_name":"Machine Learning and Algorithms","score":0.9944999814033508,"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/selection","display_name":"Selection (genetic algorithm)","score":0.7990988492965698},{"id":"https://openalex.org/keywords/inductive-bias","display_name":"Inductive bias","score":0.7966217994689941},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.7623371481895447},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7056701183319092},{"id":"https://openalex.org/keywords/selection-bias","display_name":"Selection bias","score":0.6008113622665405},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4428153336048126},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40132251381874084},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.15902459621429443},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12209412455558777},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"Multi-task learning","score":0.09797561168670654},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0869046151638031},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07588103413581848}],"concepts":[{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.7990988492965698},{"id":"https://openalex.org/C197352929","wikidata":"https://www.wikidata.org/wiki/Q1074074","display_name":"Inductive bias","level":4,"score":0.7966217994689941},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.7623371481895447},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7056701183319092},{"id":"https://openalex.org/C40423286","wikidata":"https://www.wikidata.org/wiki/Q284172","display_name":"Selection bias","level":2,"score":0.6008113622665405},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4428153336048126},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40132251381874084},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.15902459621429443},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12209412455558777},{"id":"https://openalex.org/C28006648","wikidata":"https://www.wikidata.org/wiki/Q6934509","display_name":"Multi-task learning","level":3,"score":0.09797561168670654},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0869046151638031},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07588103413581848},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/bf00993474","is_oa":true,"landing_page_url":"https://doi.org/10.1007/bf00993474","pdf_url":"https://link.springer.com/content/pdf/10.1007/BF00993474.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"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.67.4603","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.67.4603","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.springerlink.com/content/p23612881684x415/fulltext.pdf","raw_type":"text"}],"best_oa_location":{"id":"doi:10.1007/bf00993474","is_oa":true,"landing_page_url":"https://doi.org/10.1007/bf00993474","pdf_url":"https://link.springer.com/content/pdf/10.1007/BF00993474.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/F4320309680","display_name":"Cleveland Clinic","ror":"https://ror.org/03xjacd83"},{"id":"https://openalex.org/F4320309681","display_name":"Cleveland Clinic Foundation","ror":"https://ror.org/03xjacd83"},{"id":"https://openalex.org/F4320310174","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2039024435.pdf","grobid_xml":"https://content.openalex.org/works/W2039024435.grobid-xml"},"referenced_works_count":95,"referenced_works":["https://openalex.org/W3185548","https://openalex.org/W23418094","https://openalex.org/W32120410","https://openalex.org/W68998088","https://openalex.org/W73268355","https://openalex.org/W82250859","https://openalex.org/W96078062","https://openalex.org/W96455041","https://openalex.org/W128375902","https://openalex.org/W128754594","https://openalex.org/W161213896","https://openalex.org/W172650990","https://openalex.org/W175299670","https://openalex.org/W190437827","https://openalex.org/W202059055","https://openalex.org/W244466264","https://openalex.org/W609729487","https://openalex.org/W1485130760","https://openalex.org/W1486103295","https://openalex.org/W1490514105","https://openalex.org/W1491572923","https://openalex.org/W1508233838","https://openalex.org/W1508965297","https://openalex.org/W1512628935","https://openalex.org/W1514209571","https://openalex.org/W1518433384","https://openalex.org/W1522468556","https://openalex.org/W1528285574","https://openalex.org/W1533710763","https://openalex.org/W1535411043","https://openalex.org/W1555677953","https://openalex.org/W1558635551","https://openalex.org/W1566979128","https://openalex.org/W1567276288","https://openalex.org/W1570286060","https://openalex.org/W1572409563","https://openalex.org/W1575540378","https://openalex.org/W1587362683","https://openalex.org/W1587378402","https://openalex.org/W1593058185","https://openalex.org/W1594031697","https://openalex.org/W1596324102","https://openalex.org/W1600175013","https://openalex.org/W1628475528","https://openalex.org/W1667012816","https://openalex.org/W1990991465","https://openalex.org/W1991718988","https://openalex.org/W1994022788","https://openalex.org/W1998523455","https://openalex.org/W2003156813","https://openalex.org/W2020793163","https://openalex.org/W2031977678","https://openalex.org/W2036836098","https://openalex.org/W2041683889","https://openalex.org/W2078176013","https://openalex.org/W2098223216","https://openalex.org/W2101602574","https://openalex.org/W2112824158","https://openalex.org/W2112841646","https://openalex.org/W2126430683","https://openalex.org/W2129113961","https://openalex.org/W2132166479","https://openalex.org/W2134772126","https://openalex.org/W2147048943","https://openalex.org/W2149706766","https://openalex.org/W2150470619","https://openalex.org/W2154225404","https://openalex.org/W2168796272","https://openalex.org/W2178806388","https://openalex.org/W2180885055","https://openalex.org/W2181187379","https://openalex.org/W2182659868","https://openalex.org/W2330820318","https://openalex.org/W2335322260","https://openalex.org/W2510854709","https://openalex.org/W2912610563","https://openalex.org/W2914112863","https://openalex.org/W2914275007","https://openalex.org/W2925258685","https://openalex.org/W2945259913","https://openalex.org/W2997249208","https://openalex.org/W3085162807","https://openalex.org/W3121299688","https://openalex.org/W3198350258","https://openalex.org/W4210898655","https://openalex.org/W4230355672","https://openalex.org/W4285719527","https://openalex.org/W6600961049","https://openalex.org/W6601331349","https://openalex.org/W6603945526","https://openalex.org/W6605241255","https://openalex.org/W6629258649","https://openalex.org/W6635935348","https://openalex.org/W6758779537","https://openalex.org/W6788108717"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4224009465","https://openalex.org/W4286629047","https://openalex.org/W4306321456","https://openalex.org/W4285260836","https://openalex.org/W3046775127","https://openalex.org/W3170094116","https://openalex.org/W2039024435","https://openalex.org/W4232153560"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
