{"id":"https://openalex.org/W1560142825","doi":"https://doi.org/10.1007/978-3-540-70720-2_3","title":"Modelling Medical Time Series Using Grammar-Guided Genetic Programming","display_name":"Modelling Medical Time Series Using Grammar-Guided Genetic Programming","publication_year":2008,"publication_date":"2008-07-13","ids":{"openalex":"https://openalex.org/W1560142825","doi":"https://doi.org/10.1007/978-3-540-70720-2_3","mag":"1560142825"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-70720-2_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-70720-2_3","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":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://oa.upm.es/2457/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103560063","display_name":"Fernando Alonso","orcid":null},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Fernando Alonso","raw_affiliation_strings":["Facultad de Inform\u00e1tica., Universidad Polit\u00e9cnica de Madrid, Madrid, Spain","Facultad de Inform\u00e1tica, Universidad Polit\u00e9cnica de Madrid, Madrid, Spain 28660#TAB#"],"affiliations":[{"raw_affiliation_string":"Facultad de Inform\u00e1tica., Universidad Polit\u00e9cnica de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]},{"raw_affiliation_string":"Facultad de Inform\u00e1tica, Universidad Polit\u00e9cnica de Madrid, Madrid, Spain 28660#TAB#","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114003589","display_name":"Lo\u00efc Mart\u00ednez","orcid":null},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Lo\u00efc Mart\u00ednez","raw_affiliation_strings":["Facultad de Inform\u00e1tica., Universidad Polit\u00e9cnica de Madrid, Madrid, Spain","Facultad de Inform\u00e1tica, Universidad Polit\u00e9cnica de Madrid, Madrid, Spain 28660#TAB#"],"affiliations":[{"raw_affiliation_string":"Facultad de Inform\u00e1tica., Universidad Polit\u00e9cnica de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]},{"raw_affiliation_string":"Facultad de Inform\u00e1tica, Universidad Polit\u00e9cnica de Madrid, Madrid, Spain 28660#TAB#","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101923130","display_name":"Aurora P\u00e9rez","orcid":"https://orcid.org/0000-0002-5079-6479"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Aurora P\u00e9rez","raw_affiliation_strings":["Facultad de Inform\u00e1tica., Universidad Polit\u00e9cnica de Madrid, Madrid, Spain","Facultad de Inform\u00e1tica, Universidad Polit\u00e9cnica de Madrid, Madrid, Spain 28660#TAB#"],"affiliations":[{"raw_affiliation_string":"Facultad de Inform\u00e1tica., Universidad Polit\u00e9cnica de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]},{"raw_affiliation_string":"Facultad de Inform\u00e1tica, Universidad Polit\u00e9cnica de Madrid, Madrid, Spain 28660#TAB#","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027834984","display_name":"Agust\u00edn Santamar\u00eda","orcid":null},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Agust\u00edn Santamar\u00eda","raw_affiliation_strings":["Facultad de Inform\u00e1tica., Universidad Polit\u00e9cnica de Madrid, Madrid, Spain","Facultad de Inform\u00e1tica, Universidad Polit\u00e9cnica de Madrid, Madrid, Spain 28660#TAB#"],"affiliations":[{"raw_affiliation_string":"Facultad de Inform\u00e1tica., Universidad Polit\u00e9cnica de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]},{"raw_affiliation_string":"Facultad de Inform\u00e1tica, Universidad Polit\u00e9cnica de Madrid, Madrid, Spain 28660#TAB#","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090655186","display_name":"Juan Pedro Cara\u00e7a-Valente Hern\u00e1ndez","orcid":"https://orcid.org/0000-0002-8681-0682"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan Pedro Valente","raw_affiliation_strings":["Facultad de Inform\u00e1tica., Universidad Polit\u00e9cnica de Madrid, Madrid, Spain","Facultad de Inform\u00e1tica, Universidad Polit\u00e9cnica de Madrid, Madrid, Spain 28660#TAB#"],"affiliations":[{"raw_affiliation_string":"Facultad de Inform\u00e1tica., Universidad Polit\u00e9cnica de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]},{"raw_affiliation_string":"Facultad de Inform\u00e1tica, Universidad Polit\u00e9cnica de Madrid, Madrid, Spain 28660#TAB#","institution_ids":["https://openalex.org/I88060688"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5103560063"],"corresponding_institution_ids":["https://openalex.org/I88060688"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.0963786,"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":"32","last_page":"46"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9990000128746033,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9990000128746033,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.973800003528595,"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":0.827333927154541},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.6688371896743774},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6408042311668396},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5989750623703003},{"id":"https://openalex.org/keywords/symbolic-regression","display_name":"Symbolic regression","score":0.5901166200637817},{"id":"https://openalex.org/keywords/symbolic-data-analysis","display_name":"Symbolic data analysis","score":0.5237400531768799},{"id":"https://openalex.org/keywords/grammar","display_name":"Grammar","score":0.5111232399940491},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.467805415391922},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.45831722021102905},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.45148923993110657},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4452112913131714},{"id":"https://openalex.org/keywords/the-symbolic","display_name":"The Symbolic","score":0.4188900589942932},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37948864698410034},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.348375141620636},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32684463262557983},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.24390330910682678},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09760135412216187}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.827333927154541},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.6688371896743774},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6408042311668396},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5989750623703003},{"id":"https://openalex.org/C2776400721","wikidata":"https://www.wikidata.org/wiki/Q18171762","display_name":"Symbolic regression","level":3,"score":0.5901166200637817},{"id":"https://openalex.org/C65620979","wikidata":"https://www.wikidata.org/wiki/Q7661176","display_name":"Symbolic data analysis","level":2,"score":0.5237400531768799},{"id":"https://openalex.org/C26022165","wikidata":"https://www.wikidata.org/wiki/Q8091","display_name":"Grammar","level":2,"score":0.5111232399940491},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.467805415391922},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.45831722021102905},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.45148923993110657},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4452112913131714},{"id":"https://openalex.org/C2776095079","wikidata":"https://www.wikidata.org/wiki/Q489538","display_name":"The Symbolic","level":2,"score":0.4188900589942932},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37948864698410034},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.348375141620636},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32684463262557983},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.24390330910682678},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09760135412216187},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-540-70720-2_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-70720-2_3","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"},{"id":"pmh:oai:oa.upm.es:2457","is_oa":true,"landing_page_url":"http://oa.upm.es/2457/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196323","display_name":"UPM Digital Archive (Technical University of Madrid)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I88060688","host_organization_name":"Universidad Polit\u00e9cnica de Madrid","host_organization_lineage":["https://openalex.org/I88060688"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Advances in Data Mining. Medical Applications, E-Commerce, Marketing, and Theoretical Aspects. Proceedings of the 8th Industrial Conference, ICDM 2008 | 8th Industrial Conference, ICDM 2008 | 16/06/2010 - 18/06/2010 | Leipzig, Alemania","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:oa.upm.es:2457","is_oa":true,"landing_page_url":"http://oa.upm.es/2457/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196323","display_name":"UPM Digital Archive (Technical University of Madrid)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I88060688","host_organization_name":"Universidad Polit\u00e9cnica de Madrid","host_organization_lineage":["https://openalex.org/I88060688"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Advances in Data Mining. Medical Applications, E-Commerce, Marketing, and Theoretical Aspects. Proceedings of the 8th Industrial Conference, ICDM 2008 | 8th Industrial Conference, ICDM 2008 | 16/06/2010 - 18/06/2010 | Leipzig, Alemania","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"score":0.6600000262260437,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W55620472","https://openalex.org/W1538645798","https://openalex.org/W1564032705","https://openalex.org/W1568906816","https://openalex.org/W1576818901","https://openalex.org/W1587313524","https://openalex.org/W1589720045","https://openalex.org/W1595324333","https://openalex.org/W1606305805","https://openalex.org/W1607768087","https://openalex.org/W1626140243","https://openalex.org/W1760203356","https://openalex.org/W1971092784","https://openalex.org/W1989037929","https://openalex.org/W2028047478","https://openalex.org/W2035374486","https://openalex.org/W2062594085","https://openalex.org/W2074231493","https://openalex.org/W2096590200","https://openalex.org/W2167706908","https://openalex.org/W2241040117","https://openalex.org/W2347151396","https://openalex.org/W2500393152","https://openalex.org/W2505274713","https://openalex.org/W2547292717","https://openalex.org/W3004042307"],"related_works":["https://openalex.org/W2968285896","https://openalex.org/W2381504162","https://openalex.org/W1567571923","https://openalex.org/W2472646430","https://openalex.org/W2610450612","https://openalex.org/W2549153708","https://openalex.org/W1964607451","https://openalex.org/W2897801744","https://openalex.org/W2147355282","https://openalex.org/W2394133867"],"abstract_inverted_index":null,"counts_by_year":[{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
