{"id":"https://openalex.org/W1591662460","doi":"https://doi.org/10.1007/978-3-642-05177-7_10","title":"Beyond Sequential Covering \u2013 Boosted Decision Rules","display_name":"Beyond Sequential Covering \u2013 Boosted Decision Rules","publication_year":2009,"publication_date":"2009-12-05","ids":{"openalex":"https://openalex.org/W1591662460","doi":"https://doi.org/10.1007/978-3-642-05177-7_10","mag":"1591662460"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-05177-7_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-05177-7_10","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","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/A5080799924","display_name":"Krzysztof Dembczy\u0144ski","orcid":"https://orcid.org/0000-0001-7477-6758"},"institutions":[{"id":"https://openalex.org/I46597724","display_name":"Pozna\u0144 University of Technology","ror":"https://ror.org/00p7p3302","country_code":"PL","type":"education","lineage":["https://openalex.org/I46597724"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Krzysztof Dembczy\u0144ski","raw_affiliation_strings":["Pozna\u0144 University of Technology, 60-965, Pozna\u0144, Poland","Poznan University of Technology"],"affiliations":[{"raw_affiliation_string":"Pozna\u0144 University of Technology, 60-965, Pozna\u0144, Poland","institution_ids":["https://openalex.org/I46597724"]},{"raw_affiliation_string":"Poznan University of Technology","institution_ids":["https://openalex.org/I46597724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001603308","display_name":"Wojciech Kot\u0142owski","orcid":"https://orcid.org/0000-0002-5905-8069"},"institutions":[{"id":"https://openalex.org/I46597724","display_name":"Pozna\u0144 University of Technology","ror":"https://ror.org/00p7p3302","country_code":"PL","type":"education","lineage":["https://openalex.org/I46597724"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Wojciech Kot\u0142owski","raw_affiliation_strings":["Pozna\u0144 University of Technology, 60-965, Pozna\u0144, Poland","Poznan University of Technology"],"affiliations":[{"raw_affiliation_string":"Pozna\u0144 University of Technology, 60-965, Pozna\u0144, Poland","institution_ids":["https://openalex.org/I46597724"]},{"raw_affiliation_string":"Poznan University of Technology","institution_ids":["https://openalex.org/I46597724"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070170207","display_name":"Roman S\u0142owi\u0144ski","orcid":"https://orcid.org/0000-0002-5200-7795"},"institutions":[{"id":"https://openalex.org/I66083562","display_name":"Systems Research Institute","ror":"https://ror.org/0111cp837","country_code":"PL","type":"facility","lineage":["https://openalex.org/I66083562","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I46597724","display_name":"Pozna\u0144 University of Technology","ror":"https://ror.org/00p7p3302","country_code":"PL","type":"education","lineage":["https://openalex.org/I46597724"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"funder","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Roman S\u0142owi\u0144ski","raw_affiliation_strings":["Pozna\u0144 University of Technology, 60-965, Pozna\u0144, Poland","Systems Research Institute, Polish Academy of Sciences, 01-447, Warsaw, Poland","Pozn\u00e1n University of Technology","Polish Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Pozna\u0144 University of Technology, 60-965, Pozna\u0144, Poland","institution_ids":["https://openalex.org/I46597724"]},{"raw_affiliation_string":"Systems Research Institute, Polish Academy of Sciences, 01-447, Warsaw, Poland","institution_ids":["https://openalex.org/I66083562","https://openalex.org/I99542240"]},{"raw_affiliation_string":"Pozn\u00e1n University of Technology","institution_ids":["https://openalex.org/I46597724"]},{"raw_affiliation_string":"Polish Academy of Sciences","institution_ids":["https://openalex.org/I99542240"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5080799924"],"corresponding_institution_ids":["https://openalex.org/I46597724"],"apc_list":null,"apc_paid":null,"fwci":0.4568,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.6630813,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"209","last_page":"225"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9965000152587891,"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":0.9965000152587891,"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":0.9927999973297119,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9925000071525574,"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/boosting","display_name":"Boosting (machine learning)","score":0.8145153522491455},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6549281477928162},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.6093005537986755},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.589248538017273},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5786749124526978},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5667113661766052},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5327102541923523},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"Gradient boosting","score":0.4326243996620178},{"id":"https://openalex.org/keywords/decision-rule","display_name":"Decision rule","score":0.43201401829719543},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.4232131242752075},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3485282063484192},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19219711422920227}],"concepts":[{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.8145153522491455},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6549281477928162},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.6093005537986755},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.589248538017273},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5786749124526978},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5667113661766052},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5327102541923523},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.4326243996620178},{"id":"https://openalex.org/C84839998","wikidata":"https://www.wikidata.org/wiki/Q5249245","display_name":"Decision rule","level":2,"score":0.43201401829719543},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.4232131242752075},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3485282063484192},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19219711422920227},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","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:10.1007/978-3-642-05177-7_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-05177-7_10","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7799999713897705,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W12010550","https://openalex.org/W1454066240","https://openalex.org/W1484126642","https://openalex.org/W1508620301","https://openalex.org/W1513141696","https://openalex.org/W1516159970","https://openalex.org/W1549656520","https://openalex.org/W1554734378","https://openalex.org/W1554944419","https://openalex.org/W1557923305","https://openalex.org/W1565746575","https://openalex.org/W1570060426","https://openalex.org/W1570448133","https://openalex.org/W1582971263","https://openalex.org/W1596324102","https://openalex.org/W1596651054","https://openalex.org/W1604343573","https://openalex.org/W1605688901","https://openalex.org/W1670263352","https://openalex.org/W1671614046","https://openalex.org/W1678356000","https://openalex.org/W1808217373","https://openalex.org/W1837601818","https://openalex.org/W1868155249","https://openalex.org/W1975846642","https://openalex.org/W1978876071","https://openalex.org/W1982499516","https://openalex.org/W1984514442","https://openalex.org/W1988790447","https://openalex.org/W2000378335","https://openalex.org/W2010522779","https://openalex.org/W2024046085","https://openalex.org/W2030816099","https://openalex.org/W2048231652","https://openalex.org/W2083798294","https://openalex.org/W2100110464","https://openalex.org/W2116509046","https://openalex.org/W2132513611","https://openalex.org/W2136000097","https://openalex.org/W2148674002","https://openalex.org/W2491671861","https://openalex.org/W2500062327","https://openalex.org/W2805225397","https://openalex.org/W2912934387","https://openalex.org/W2915289933","https://openalex.org/W3120740533","https://openalex.org/W4244340606","https://openalex.org/W6758466460"],"related_works":["https://openalex.org/W2967733078","https://openalex.org/W3204430031","https://openalex.org/W3137904399","https://openalex.org/W4310492845","https://openalex.org/W2885778889","https://openalex.org/W4310224730","https://openalex.org/W2766514146","https://openalex.org/W4289703016","https://openalex.org/W2885516856","https://openalex.org/W4296079469"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
