{"id":"https://openalex.org/W1526346071","doi":"https://doi.org/10.1007/978-3-540-48247-5_24","title":"Experiments on a Representation-Independent \u201cTop-Down and Prune\u201d Induction Scheme","display_name":"Experiments on a Representation-Independent \u201cTop-Down and Prune\u201d Induction Scheme","publication_year":1999,"publication_date":"1999-01-01","ids":{"openalex":"https://openalex.org/W1526346071","doi":"https://doi.org/10.1007/978-3-540-48247-5_24","mag":"1526346071"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-48247-5_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-48247-5_24","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/A5082414223","display_name":"Richard Nock","orcid":"https://orcid.org/0000-0001-8384-9621"},"institutions":[{"id":"https://openalex.org/I52585520","display_name":"Universit\u00e9 des Antilles","ror":"https://ror.org/02ryfmr77","country_code":"GP","type":"education","lineage":["https://openalex.org/I52585520"]}],"countries":["GP"],"is_corresponding":false,"raw_author_name":"Richard Nock","raw_affiliation_strings":["Dept of Maths and CS, Univ. Antilles-Guyane, Campus de Fouillole, 97159, Pointe-\u00c0-Pitre, France","Univ. Antilles-Guyane"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept of Maths and CS, Univ. Antilles-Guyane, Campus de Fouillole, 97159, Pointe-\u00c0-Pitre, France","institution_ids":[]},{"raw_affiliation_string":"Univ. Antilles-Guyane","institution_ids":["https://openalex.org/I52585520"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020817426","display_name":"Marc Sebban","orcid":"https://orcid.org/0000-0001-6851-169X"},"institutions":[{"id":"https://openalex.org/I52585520","display_name":"Universit\u00e9 des Antilles","ror":"https://ror.org/02ryfmr77","country_code":"GP","type":"education","lineage":["https://openalex.org/I52585520"]}],"countries":["GP"],"is_corresponding":false,"raw_author_name":"Marc Sebban","raw_affiliation_strings":["Dept of Maths and CS, Univ. Antilles-Guyane, Campus de Fouillole, 97159, Pointe-\u00c0-Pitre, France","Univ. Antilles-Guyane"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept of Maths and CS, Univ. Antilles-Guyane, Campus de Fouillole, 97159, Pointe-\u00c0-Pitre, France","institution_ids":[]},{"raw_affiliation_string":"Univ. Antilles-Guyane","institution_ids":["https://openalex.org/I52585520"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022305095","display_name":"Pascal Jappy","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pascal Jappy","raw_affiliation_strings":["Leonard\u2019s Logic, 20 rue th\u00e9r\u00e8se, 75001, Paris, France","Leonard\u2019s Logic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leonard\u2019s Logic, 20 rue th\u00e9r\u00e8se, 75001, Paris, France","institution_ids":[]},{"raw_affiliation_string":"Leonard\u2019s Logic","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"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":"223","last_page":"231"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9962999820709229,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9962999820709229,"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":0.9883999824523926,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9860000014305115,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/computer-science","display_name":"Computer science","score":0.74668288230896},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6272729635238647},{"id":"https://openalex.org/keywords/formalism","display_name":"Formalism (music)","score":0.6102157831192017},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5740776658058167},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.5674039125442505},{"id":"https://openalex.org/keywords/multilinear-map","display_name":"Multilinear map","score":0.5530275106430054},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.4385153651237488},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42844241857528687},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3924280107021332},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3805658221244812},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3333767056465149},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.219618022441864}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.74668288230896},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6272729635238647},{"id":"https://openalex.org/C73301696","wikidata":"https://www.wikidata.org/wiki/Q5469984","display_name":"Formalism (music)","level":3,"score":0.6102157831192017},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5740776658058167},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.5674039125442505},{"id":"https://openalex.org/C84392682","wikidata":"https://www.wikidata.org/wiki/Q1952404","display_name":"Multilinear map","level":2,"score":0.5530275106430054},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.4385153651237488},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42844241857528687},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3924280107021332},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3805658221244812},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3333767056465149},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.219618022441864},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-48247-5_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-48247-5_24","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":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7599999904632568}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W104136890","https://openalex.org/W1487439575","https://openalex.org/W1509822087","https://openalex.org/W1539246860","https://openalex.org/W1575887049","https://openalex.org/W1587043073","https://openalex.org/W1927345150","https://openalex.org/W1966280301","https://openalex.org/W1969223365","https://openalex.org/W2032210760","https://openalex.org/W2048448061","https://openalex.org/W2084812512","https://openalex.org/W2132166479","https://openalex.org/W4255259582","https://openalex.org/W6648725293"],"related_works":["https://openalex.org/W1999178348","https://openalex.org/W4296311369","https://openalex.org/W4318719034","https://openalex.org/W37958683","https://openalex.org/W2396820687","https://openalex.org/W3035010459","https://openalex.org/W3151212431","https://openalex.org/W2011892585","https://openalex.org/W2048755684","https://openalex.org/W1566212037"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}