{"id":"https://openalex.org/W1521724262","doi":"https://doi.org/10.1016/b978-1-55860-247-2.50011-5","title":"Trading off Consistency and Efficiency in Version-Space Induction","display_name":"Trading off Consistency and Efficiency in Version-Space Induction","publication_year":1992,"publication_date":"1992-01-01","ids":{"openalex":"https://openalex.org/W1521724262","doi":"https://doi.org/10.1016/b978-1-55860-247-2.50011-5","mag":"1521724262"},"language":"en","primary_location":{"id":"doi:10.1016/b978-1-55860-247-2.50011-5","is_oa":false,"landing_page_url":"https://doi.org/10.1016/b978-1-55860-247-2.50011-5","pdf_url":null,"source":{"id":"https://openalex.org/S4306463230","display_name":"Elsevier eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning Proceedings 1992","raw_type":"book-chapter"},"type":"book-chapter","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/A5089034149","display_name":"Claudio Carpineto","orcid":"https://orcid.org/0009-0003-1051-9308"},"institutions":[{"id":"https://openalex.org/I2802782265","display_name":"Fondazione \"Ugo Bordoni\"","ror":"https://ror.org/01kc65v41","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2802782265"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Claudio Carpineto","raw_affiliation_strings":["Fondazione Ugo Bordoni, Via B. Castiglione 59, 00142 Rome (Italy)","Fondazione UGO BORDONI, via B. Castiglione 59, 00142 Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Fondazione Ugo Bordoni, Via B. Castiglione 59, 00142 Rome (Italy)","institution_ids":["https://openalex.org/I2802782265"]},{"raw_affiliation_string":"Fondazione UGO BORDONI, via B. Castiglione 59, 00142 Rome, Italy","institution_ids":["https://openalex.org/I2802782265"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5089034149"],"corresponding_institution_ids":["https://openalex.org/I2802782265"],"apc_list":null,"apc_paid":null,"fwci":1.6962,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.82672234,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"43","last_page":"48"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9983999729156494,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9983999729156494,"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":0.9983999729156494,"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/T10028","display_name":"Topic Modeling","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/consistency","display_name":"Consistency (knowledge bases)","score":0.7607910633087158},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6300909519195557},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5870102643966675},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.528203547000885},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.47242629528045654},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.46667349338531494},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.448392778635025},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4344104528427124},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32037097215652466},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2989668846130371},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2542291581630707},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.14435094594955444}],"concepts":[{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.7607910633087158},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6300909519195557},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5870102643966675},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.528203547000885},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.47242629528045654},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.46667349338531494},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.448392778635025},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4344104528427124},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32037097215652466},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2989668846130371},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2542291581630707},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.14435094594955444},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/b978-1-55860-247-2.50011-5","is_oa":false,"landing_page_url":"https://doi.org/10.1016/b978-1-55860-247-2.50011-5","pdf_url":null,"source":{"id":"https://openalex.org/S4306463230","display_name":"Elsevier eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning Proceedings 1992","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W59189182","https://openalex.org/W96455041","https://openalex.org/W122838807","https://openalex.org/W193228784","https://openalex.org/W1492040755","https://openalex.org/W1508965297","https://openalex.org/W1533943506","https://openalex.org/W1569039131","https://openalex.org/W1600175013","https://openalex.org/W1994022788","https://openalex.org/W2009207944","https://openalex.org/W2097911155","https://openalex.org/W2135421982","https://openalex.org/W2150583205","https://openalex.org/W6603945526","https://openalex.org/W6607917175","https://openalex.org/W6634021151","https://openalex.org/W6635948202","https://openalex.org/W6679877691"],"related_works":["https://openalex.org/W2012531322","https://openalex.org/W2785900585","https://openalex.org/W2353730437","https://openalex.org/W2490303674","https://openalex.org/W2609066826","https://openalex.org/W2810752900","https://openalex.org/W1603736412","https://openalex.org/W2365677836","https://openalex.org/W2531295127","https://openalex.org/W3186538219"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}