{"id":"https://openalex.org/W1502716212","doi":"https://doi.org/10.1007/3-540-48412-4_1","title":"From Theoretical Learnability to Statistical Measures of the Learnable","display_name":"From Theoretical Learnability to Statistical Measures of the Learnable","publication_year":1999,"publication_date":"1999-01-01","ids":{"openalex":"https://openalex.org/W1502716212","doi":"https://doi.org/10.1007/3-540-48412-4_1","mag":"1502716212"},"language":"en","primary_location":{"id":"doi:10.1007/3-540-48412-4_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-48412-4_1","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5020817426","display_name":"Marc Sebban","orcid":"https://orcid.org/0000-0001-6851-169X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marc Sebban","raw_affiliation_strings":["TRIVIA Research Team, Universit\u00e9 des Antilles et de la Guyane, Campus de Fouillole, 95159, Pointe-\u00e0-Pitre, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TRIVIA Research Team, Universit\u00e9 des Antilles et de la Guyane, Campus de Fouillole, 95159, Pointe-\u00e0-Pitre, France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043954025","display_name":"Gilles Richard","orcid":"https://orcid.org/0000-0001-7062-6314"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gilles Richard","raw_affiliation_strings":["TRIVIA Research Team, Universit\u00e9 des Antilles et de la Guyane, Campus de Fouillole, 95159, Pointe-\u00e0-Pitre, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TRIVIA Research Team, Universit\u00e9 des Antilles et de la Guyane, Campus de Fouillole, 95159, Pointe-\u00e0-Pitre, France","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9998999834060669,"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":0.9998999834060669,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9948999881744385,"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/learnability","display_name":"Learnability","score":0.869836688041687},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7449231147766113},{"id":"https://openalex.org/keywords/constructive","display_name":"Constructive","score":0.6166085004806519},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5169728994369507},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.4957660138607025},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.452246755361557},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4279978275299072},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4278677701950073},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.42199721932411194},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.30792802572250366}],"concepts":[{"id":"https://openalex.org/C2777723229","wikidata":"https://www.wikidata.org/wiki/Q4367921","display_name":"Learnability","level":2,"score":0.869836688041687},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7449231147766113},{"id":"https://openalex.org/C2778701210","wikidata":"https://www.wikidata.org/wiki/Q28130034","display_name":"Constructive","level":3,"score":0.6166085004806519},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5169728994369507},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.4957660138607025},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.452246755361557},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4279978275299072},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4278677701950073},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.42199721932411194},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.30792802572250366},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/3-540-48412-4_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-48412-4_1","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7300000190734863,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1680392829","https://openalex.org/W1849729440","https://openalex.org/W1969005071","https://openalex.org/W1975790950","https://openalex.org/W1984424319","https://openalex.org/W1995945562","https://openalex.org/W1996389440","https://openalex.org/W2004131797","https://openalex.org/W2011295201","https://openalex.org/W2019363670","https://openalex.org/W2024646871","https://openalex.org/W2032210760","https://openalex.org/W2040884411","https://openalex.org/W2044480288","https://openalex.org/W2048448061","https://openalex.org/W2125055259","https://openalex.org/W2134848091","https://openalex.org/W2149706766","https://openalex.org/W2163952039","https://openalex.org/W2166775458","https://openalex.org/W2403035479","https://openalex.org/W2738355706","https://openalex.org/W3106889297","https://openalex.org/W4213141004","https://openalex.org/W4236137412","https://openalex.org/W4243643814","https://openalex.org/W4246969682","https://openalex.org/W4300923455","https://openalex.org/W6713116918"],"related_works":["https://openalex.org/W4302791369","https://openalex.org/W2951285859","https://openalex.org/W2766040214","https://openalex.org/W72092541","https://openalex.org/W37360785","https://openalex.org/W1973394166","https://openalex.org/W180475243","https://openalex.org/W2098466205","https://openalex.org/W1966604104","https://openalex.org/W1649482245"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}