{"id":"https://openalex.org/W1597462085","doi":"https://doi.org/10.1016/b978-1-55860-307-3.50039-3","title":"Lookahead Feature Construction for Learning Hard Concepts","display_name":"Lookahead Feature Construction for Learning Hard Concepts","publication_year":1993,"publication_date":"1993-01-01","ids":{"openalex":"https://openalex.org/W1597462085","doi":"https://doi.org/10.1016/b978-1-55860-307-3.50039-3","mag":"1597462085"},"language":"en","primary_location":{"id":"doi:10.1016/b978-1-55860-307-3.50039-3","is_oa":false,"landing_page_url":"https://doi.org/10.1016/b978-1-55860-307-3.50039-3","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 1993","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/A5074759975","display_name":"Harish Ragavan","orcid":null},"institutions":[{"id":"https://openalex.org/I114129787","display_name":"NCR (United States)","ror":"https://ror.org/00nqjkj48","country_code":"US","type":"company","lineage":["https://openalex.org/I114129787"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Harish Ragavan","raw_affiliation_strings":["NCR Corporation, 3325 Platt Springs Road, West Columbia, SC 29169, ragavan@cs.uiuc.edu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NCR Corporation, 3325 Platt Springs Road, West Columbia, SC 29169, ragavan@cs.uiuc.edu","institution_ids":["https://openalex.org/I114129787"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056314822","display_name":"Larry Rendell","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Larry Rendell","raw_affiliation_strings":["Beckman Institute & Computer Science Dept., University of Illinois at Urbana-Champaign, 405 N. Mathews Avenue, Urbana, IL 61801, rendell@cs.uiuc.edu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beckman Institute & Computer Science Dept., University of Illinois at Urbana-Champaign, 405 N. Mathews Avenue, Urbana, IL 61801, rendell@cs.uiuc.edu","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.7091,"has_fulltext":false,"cited_by_count":77,"citation_normalized_percentile":{"value":0.98317484,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"252","last_page":"259"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9979000091552734,"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":0.9979000091552734,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9915000200271606,"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":0.6330709457397461},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5820686221122742},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5439640283584595},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5395528674125671},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4969067871570587},{"id":"https://openalex.org/keywords/incremental-decision-tree","display_name":"Incremental decision tree","score":0.4965384602546692},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.41168588399887085},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3719300627708435},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3390215039253235}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6330709457397461},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5820686221122742},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5439640283584595},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5395528674125671},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4969067871570587},{"id":"https://openalex.org/C10229987","wikidata":"https://www.wikidata.org/wiki/Q17083028","display_name":"Incremental decision tree","level":4,"score":0.4965384602546692},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.41168588399887085},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3719300627708435},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3390215039253235},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/b978-1-55860-307-3.50039-3","is_oa":false,"landing_page_url":"https://doi.org/10.1016/b978-1-55860-307-3.50039-3","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 1993","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.699999988079071,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W87848775","https://openalex.org/W200656773","https://openalex.org/W319589436","https://openalex.org/W1484569408","https://openalex.org/W1587362683","https://openalex.org/W1983661866","https://openalex.org/W1994022788","https://openalex.org/W1999038366","https://openalex.org/W2026605634","https://openalex.org/W2102201073","https://openalex.org/W2106596127","https://openalex.org/W2132166479","https://openalex.org/W2136000097","https://openalex.org/W2159047538","https://openalex.org/W2330820318","https://openalex.org/W2335322260","https://openalex.org/W2766736793","https://openalex.org/W2914339959","https://openalex.org/W3023646433","https://openalex.org/W4234760406","https://openalex.org/W4241336979","https://openalex.org/W6682610290","https://openalex.org/W6683229354"],"related_works":["https://openalex.org/W1982169401","https://openalex.org/W2591672004","https://openalex.org/W2030894524","https://openalex.org/W1648970942","https://openalex.org/W4243803609","https://openalex.org/W4319437832","https://openalex.org/W4387869645","https://openalex.org/W2348694184","https://openalex.org/W957478802","https://openalex.org/W2356463514"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}