{"id":"https://openalex.org/W2123753389","doi":"https://doi.org/10.1023/a:1014046307775","title":"Feature Generation Using General Constructor Functions","display_name":"Feature Generation Using General Constructor Functions","publication_year":2002,"publication_date":"2002-10-01","ids":{"openalex":"https://openalex.org/W2123753389","doi":"https://doi.org/10.1023/a:1014046307775","mag":"2123753389"},"language":"en","primary_location":{"id":"doi:10.1023/a:1014046307775","is_oa":true,"landing_page_url":"https://doi.org/10.1023/a:1014046307775","pdf_url":"https://link.springer.com/content/pdf/10.1023/A:1014046307775.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/10.1023/A:1014046307775.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088024319","display_name":"Shaul Markovitch","orcid":null},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Shaul Markovitch","raw_affiliation_strings":["Computer Science Department, Technion, Haifa, Israel","Computer Science Department Technion Haifa Israel"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Technion, Haifa, Israel","institution_ids":["https://openalex.org/I174306211"]},{"raw_affiliation_string":"Computer Science Department Technion Haifa Israel","institution_ids":["https://openalex.org/I174306211"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073906733","display_name":"Dan Rosenstein","orcid":null},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Dan Rosenstein","raw_affiliation_strings":["Computer Science Department, Technion, Haifa, Israel","Computer Science Department Technion Haifa Israel"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Technion, Haifa, Israel","institution_ids":["https://openalex.org/I174306211"]},{"raw_affiliation_string":"Computer Science Department Technion Haifa Israel","institution_ids":["https://openalex.org/I174306211"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5088024319"],"corresponding_institution_ids":["https://openalex.org/I174306211"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":5.566,"has_fulltext":true,"cited_by_count":140,"citation_normalized_percentile":{"value":0.95919803,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"49","issue":"1","first_page":"59","last_page":"98"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9991999864578247,"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":0.9934999942779541,"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"}},{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9921000003814697,"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/set","display_name":"Set (abstract data type)","score":0.6970817446708679},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6316255927085876},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5956156849861145},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5908640623092651},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5606881976127625},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5172663331031799},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4751458168029785},{"id":"https://openalex.org/keywords/set-operations","display_name":"Set operations","score":0.46978726983070374},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3565245568752289},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3357880413532257},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.32145005464553833},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.258487343788147},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.0846453309059143}],"concepts":[{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6970817446708679},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6316255927085876},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5956156849861145},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5908640623092651},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5606881976127625},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5172663331031799},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4751458168029785},{"id":"https://openalex.org/C2777168461","wikidata":"https://www.wikidata.org/wiki/Q42196253","display_name":"Set operations","level":3,"score":0.46978726983070374},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3565245568752289},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3357880413532257},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.32145005464553833},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.258487343788147},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0846453309059143},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"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},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1023/a:1014046307775","is_oa":true,"landing_page_url":"https://doi.org/10.1023/a:1014046307775","pdf_url":"https://link.springer.com/content/pdf/10.1023/A:1014046307775.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:10.1023/a:1014046307775","is_oa":true,"landing_page_url":"https://doi.org/10.1023/a:1014046307775","pdf_url":"https://link.springer.com/content/pdf/10.1023/A:1014046307775.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":0.5899999737739563}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2123753389.pdf","grobid_xml":"https://content.openalex.org/works/W2123753389.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W57790744","https://openalex.org/W89419892","https://openalex.org/W186778975","https://openalex.org/W193228784","https://openalex.org/W319589436","https://openalex.org/W1479940732","https://openalex.org/W1486939658","https://openalex.org/W1487855905","https://openalex.org/W1489112261","https://openalex.org/W1503081133","https://openalex.org/W1510385394","https://openalex.org/W1513024403","https://openalex.org/W1538572412","https://openalex.org/W1553244859","https://openalex.org/W1576818901","https://openalex.org/W1583700199","https://openalex.org/W1585743408","https://openalex.org/W1594031697","https://openalex.org/W1596033161","https://openalex.org/W1603253675","https://openalex.org/W1619226191","https://openalex.org/W1643156611","https://openalex.org/W1738398458","https://openalex.org/W1931177379","https://openalex.org/W2020246567","https://openalex.org/W2071738870","https://openalex.org/W2089967664","https://openalex.org/W2097734546","https://openalex.org/W2110414574","https://openalex.org/W2125055259","https://openalex.org/W2126430683","https://openalex.org/W2136000097","https://openalex.org/W2145706747","https://openalex.org/W2147169507","https://openalex.org/W2530938137","https://openalex.org/W3085162807","https://openalex.org/W4229900359","https://openalex.org/W6602360804","https://openalex.org/W6603606732","https://openalex.org/W6607917175","https://openalex.org/W6629352205","https://openalex.org/W6632157852","https://openalex.org/W6632984636","https://openalex.org/W6634692335","https://openalex.org/W6636628491","https://openalex.org/W6843735874"],"related_works":["https://openalex.org/W2062195135","https://openalex.org/W3147584709","https://openalex.org/W2795079307","https://openalex.org/W2977677679","https://openalex.org/W2793058541","https://openalex.org/W1983629434","https://openalex.org/W1992327129","https://openalex.org/W2381986121","https://openalex.org/W2370918718","https://openalex.org/W2035653613"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":15},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}