{"id":"https://openalex.org/W2065812945","doi":"https://doi.org/10.1007/bf00993058","title":"Introduction: Cognitive autonomy in machine discovery","display_name":"Introduction: Cognitive autonomy in machine discovery","publication_year":1993,"publication_date":"1993-08-01","ids":{"openalex":"https://openalex.org/W2065812945","doi":"https://doi.org/10.1007/bf00993058","mag":"2065812945"},"language":"en","primary_location":{"id":"doi:10.1007/bf00993058","is_oa":true,"landing_page_url":"https://doi.org/10.1007/bf00993058","pdf_url":"https://link.springer.com/content/pdf/10.1007/BF00993058.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/BF00993058.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078955410","display_name":"Jan M. \u017bytkow","orcid":null},"institutions":[{"id":"https://openalex.org/I39587148","display_name":"Wichita State University","ror":"https://ror.org/00c4e7y75","country_code":"US","type":"education","lineage":["https://openalex.org/I39587148"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jan M. \u017bytkow","raw_affiliation_strings":["Department of Computer Science, Wichita State University, 67208, Wichita, KS","Department of Computer Science, Wichita State University, Wichita, KS 67208. ZYTKOW@WISE.CS.TWSU.EDU#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Wichita State University, 67208, Wichita, KS","institution_ids":["https://openalex.org/I39587148"]},{"raw_affiliation_string":"Department of Computer Science, Wichita State University, Wichita, KS 67208. ZYTKOW@WISE.CS.TWSU.EDU#TAB#","institution_ids":["https://openalex.org/I39587148"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5078955410"],"corresponding_institution_ids":["https://openalex.org/I39587148"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":3.5543,"has_fulltext":true,"cited_by_count":31,"citation_normalized_percentile":{"value":0.9263471,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"12","issue":"1-3","first_page":"7","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.8720999956130981,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.8720999956130981,"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":0.7854999899864197,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.7402999997138977,"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/autonomy","display_name":"Autonomy","score":0.6165452003479004},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5785593390464783},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4531829059123993},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4401167333126068},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.42911767959594727},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40786212682724},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.22672006487846375},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.10024529695510864},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.09545889496803284}],"concepts":[{"id":"https://openalex.org/C65414064","wikidata":"https://www.wikidata.org/wiki/Q484105","display_name":"Autonomy","level":2,"score":0.6165452003479004},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5785593390464783},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4531829059123993},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4401167333126068},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.42911767959594727},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40786212682724},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22672006487846375},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.10024529695510864},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.09545889496803284},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/bf00993058","is_oa":true,"landing_page_url":"https://doi.org/10.1007/bf00993058","pdf_url":"https://link.springer.com/content/pdf/10.1007/BF00993058.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:10.1007/bf00993058","is_oa":true,"landing_page_url":"https://doi.org/10.1007/bf00993058","pdf_url":"https://link.springer.com/content/pdf/10.1007/BF00993058.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":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2065812945.pdf","grobid_xml":"https://content.openalex.org/works/W2065812945.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W864981","https://openalex.org/W31970964","https://openalex.org/W166899579","https://openalex.org/W1556231821","https://openalex.org/W1556329226","https://openalex.org/W1571455054","https://openalex.org/W1601529450","https://openalex.org/W1981777694","https://openalex.org/W2028414107","https://openalex.org/W2053190303","https://openalex.org/W2073308541","https://openalex.org/W2075684995","https://openalex.org/W2135241964","https://openalex.org/W2149142612","https://openalex.org/W2323746689","https://openalex.org/W4231606905","https://openalex.org/W4234536190","https://openalex.org/W4234825098","https://openalex.org/W4242131770","https://openalex.org/W4250426676","https://openalex.org/W6606798019","https://openalex.org/W6650865510"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3209574120","https://openalex.org/W3107602296","https://openalex.org/W4312192474","https://openalex.org/W4210805261","https://openalex.org/W4387297750"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
