{"id":"https://openalex.org/W3020057605","doi":"https://doi.org/10.1007/978-3-030-81561-5_33","title":"Is There a Contradiction Between Statistics and Fairness: From Intelligent Control to Explainable AI","display_name":"Is There a Contradiction Between Statistics and Fairness: From Intelligent Control to Explainable AI","publication_year":2021,"publication_date":"2021-12-08","ids":{"openalex":"https://openalex.org/W3020057605","doi":"https://doi.org/10.1007/978-3-030-81561-5_33","mag":"3020057605"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-81561-5_33","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-81561-5_33","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://scholarworks.utep.edu/cgi/viewcontent.cgi?article=2418&context=cs_techrep","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089495141","display_name":"Christian Serv\u00edn","orcid":"https://orcid.org/0000-0001-9965-4386"},"institutions":[{"id":"https://openalex.org/I45442566","display_name":"El Paso Community College","ror":"https://ror.org/01gswfc04","country_code":"US","type":"education","lineage":["https://openalex.org/I45442566"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christian Servin","raw_affiliation_strings":["Computer Science and Information Technology Systems Department, El Paso Community College (EPCC), 919 Hunter Dr., El Paso, TX, 79915-1908, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Information Technology Systems Department, El Paso Community College (EPCC), 919 Hunter Dr., El Paso, TX, 79915-1908, USA","institution_ids":["https://openalex.org/I45442566"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061275811","display_name":"\u0412\u043b\u0430\u0434\u0438\u043a \u041a\u0440\u0435\u0439\u043d\u043e\u0432\u0438\u0447","orcid":"https://orcid.org/0000-0002-1244-1650"},"institutions":[{"id":"https://openalex.org/I164936912","display_name":"The University of Texas at El Paso","ror":"https://ror.org/04d5vba33","country_code":"US","type":"education","lineage":["https://openalex.org/I164936912"]},{"id":"https://openalex.org/I45442566","display_name":"El Paso Community College","ror":"https://ror.org/01gswfc04","country_code":"US","type":"education","lineage":["https://openalex.org/I45442566"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Vladik Kreinovich","raw_affiliation_strings":["Computer Science and Information Technology Systems Department, El Paso Community College (EPCC), 919 Hunter Dr., El Paso, TX, 79915-1908, USA","Department of Computer Science, University of Texas at El Paso, 500 W. University, El Paso, TX, 79968, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Information Technology Systems Department, El Paso Community College (EPCC), 919 Hunter Dr., El Paso, TX, 79915-1908, USA","institution_ids":["https://openalex.org/I45442566"]},{"raw_affiliation_string":"Department of Computer Science, University of Texas at El Paso, 500 W. University, El Paso, TX, 79968, USA","institution_ids":["https://openalex.org/I164936912"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5061275811"],"corresponding_institution_ids":["https://openalex.org/I164936912","https://openalex.org/I45442566"],"apc_list":null,"apc_paid":null,"fwci":0.1466,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.32098987,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"391","last_page":"400"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9957000017166138,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9957000017166138,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9890999794006348,"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/T14351","display_name":"Statistical and Computational Modeling","score":0.9642999768257141,"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/contradiction","display_name":"Contradiction","score":0.8587537407875061},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5314302444458008},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5282760262489319},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5280730724334717},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.46120139956474304},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3785436749458313},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2804916501045227},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2540247142314911},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.07981649041175842}],"concepts":[{"id":"https://openalex.org/C2776728590","wikidata":"https://www.wikidata.org/wiki/Q363948","display_name":"Contradiction","level":2,"score":0.8587537407875061},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5314302444458008},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5282760262489319},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5280730724334717},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.46120139956474304},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3785436749458313},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2804916501045227},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2540247142314911},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.07981649041175842},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-81561-5_33","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-81561-5_33","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},{"id":"pmh:oai:scholarworks.utep.edu:cs_techrep-2418","is_oa":true,"landing_page_url":"https://scholarworks.utep.edu/cs_techrep/1414","pdf_url":"https://scholarworks.utep.edu/cgi/viewcontent.cgi?article=2418&context=cs_techrep","source":{"id":"https://openalex.org/S4377196403","display_name":"scholarworks - UTEP (The University of Texas at El Paso)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I164936912","host_organization_name":"The University of Texas at El Paso","host_organization_lineage":["https://openalex.org/I164936912"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Departmental Technical Reports (CS)","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:scholarworks.utep.edu:cs_techrep-2418","is_oa":true,"landing_page_url":"https://scholarworks.utep.edu/cs_techrep/1414","pdf_url":"https://scholarworks.utep.edu/cgi/viewcontent.cgi?article=2418&context=cs_techrep","source":{"id":"https://openalex.org/S4377196403","display_name":"scholarworks - UTEP (The University of Texas at El Paso)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I164936912","host_organization_name":"The University of Texas at El Paso","host_organization_lineage":["https://openalex.org/I164936912"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Departmental Technical Reports (CS)","raw_type":"text"},"sustainable_development_goals":[{"score":0.6499999761581421,"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3020057605.pdf","grobid_xml":"https://content.openalex.org/works/W3020057605.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W564030374","https://openalex.org/W1509562192","https://openalex.org/W1997196510","https://openalex.org/W2483329717","https://openalex.org/W2573660794","https://openalex.org/W2594690992","https://openalex.org/W2781044394","https://openalex.org/W2898694742","https://openalex.org/W4211007335","https://openalex.org/W4249816584","https://openalex.org/W4254931243","https://openalex.org/W4289127527","https://openalex.org/W4299551239"],"related_works":["https://openalex.org/W2381825231","https://openalex.org/W2377933838","https://openalex.org/W2348916262","https://openalex.org/W4210310594","https://openalex.org/W2330422317","https://openalex.org/W2354224618","https://openalex.org/W2354172502","https://openalex.org/W2391836570","https://openalex.org/W2361796009","https://openalex.org/W2392027916"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
