{"id":"https://openalex.org/W1483010428","doi":"https://doi.org/10.1007/978-1-4419-0221-4_60","title":"A Lazy Approach for Machine Learning Algorithms","display_name":"A Lazy Approach for Machine Learning Algorithms","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W1483010428","doi":"https://doi.org/10.1007/978-1-4419-0221-4_60","mag":"1483010428"},"language":"en","primary_location":{"id":"doi:10.1007/978-1-4419-0221-4_60","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-4419-0221-4_60","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"IFIP Advances in Information and Communication Technology","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/A5085565913","display_name":"In\u00e9s M. Galv\u00e1n","orcid":"https://orcid.org/0000-0002-8490-7296"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"In\u00e9s M. Galv\u00e1n","raw_affiliation_strings":["Universidad Carlos III, Legan\u00e9s","Universidad Carlos III"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Carlos III, Legan\u00e9s","institution_ids":["https://openalex.org/I50357001"]},{"raw_affiliation_string":"Universidad Carlos III","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045793781","display_name":"Jos\u00e9 M. Valls","orcid":"https://orcid.org/0000-0002-5441-532X"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e0 M. Valls","raw_affiliation_strings":["Universidad Carlos III, Legan\u00e9s","Universidad Carlos III"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Carlos III, Legan\u00e9s","institution_ids":["https://openalex.org/I50357001"]},{"raw_affiliation_string":"Universidad Carlos III","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024226969","display_name":"Nicolas Lecomte","orcid":"https://orcid.org/0000-0002-8473-5375"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Nicolas Lecomte","raw_affiliation_strings":["Universidad Carlos III, Legan\u00e9s","Universidad Carlos III"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Carlos III, Legan\u00e9s","institution_ids":["https://openalex.org/I50357001"]},{"raw_affiliation_string":"Universidad Carlos III","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047189142","display_name":"Pedro Isasi","orcid":"https://orcid.org/0000-0002-5121-4821"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pedro Isasi","raw_affiliation_strings":["Universidad Carlos III, Legan\u00e9s","Universidad Carlos III"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Carlos III, Legan\u00e9s","institution_ids":["https://openalex.org/I50357001"]},{"raw_affiliation_string":"Universidad Carlos III","institution_ids":["https://openalex.org/I50357001"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I50357001"],"apc_list":null,"apc_paid":null,"fwci":0.4874,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.56927006,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"517","last_page":"522"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9970999956130981,"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/T10320","display_name":"Neural Networks and Applications","score":0.9970999956130981,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9948999881744385,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9725000262260437,"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/computer-science","display_name":"Computer science","score":0.7778741121292114},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7638818621635437},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6915248036384583},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.5547116994857788},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.49952054023742676},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4993312358856201},{"id":"https://openalex.org/keywords/model-selection","display_name":"Model selection","score":0.46553245186805725},{"id":"https://openalex.org/keywords/test-set","display_name":"Test set","score":0.44380074739456177},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4378432333469391},{"id":"https://openalex.org/keywords/instance-based-learning","display_name":"Instance-based learning","score":0.4297710359096527},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.4184659719467163},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.41361916065216064},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.25866979360580444}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7778741121292114},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7638818621635437},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6915248036384583},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.5547116994857788},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.49952054023742676},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4993312358856201},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.46553245186805725},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.44380074739456177},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4378432333469391},{"id":"https://openalex.org/C24138899","wikidata":"https://www.wikidata.org/wiki/Q17141258","display_name":"Instance-based learning","level":3,"score":0.4297710359096527},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.4184659719467163},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.41361916065216064},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.25866979360580444},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-1-4419-0221-4_60","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-4419-0221-4_60","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6200000047683716,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1504694836","https://openalex.org/W1570448133","https://openalex.org/W1593212099","https://openalex.org/W1610836425","https://openalex.org/W1625504505","https://openalex.org/W1689445748","https://openalex.org/W1827261456","https://openalex.org/W2125055259","https://openalex.org/W2144367278","https://openalex.org/W2147169507","https://openalex.org/W2148603752","https://openalex.org/W2329627532"],"related_works":["https://openalex.org/W1999699871","https://openalex.org/W4225124612","https://openalex.org/W2043806667","https://openalex.org/W2021633306","https://openalex.org/W2006801911","https://openalex.org/W2033669961","https://openalex.org/W1972167985","https://openalex.org/W2971899271","https://openalex.org/W2350644419","https://openalex.org/W2014385108"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}