{"id":"https://openalex.org/W1522034787","doi":"https://doi.org/10.1007/3-540-45497-7_31","title":"A Frequent Patterns Tree Approach for Rule Generation with Categorical Septic Shock Patient Data","display_name":"A Frequent Patterns Tree Approach for Rule Generation with Categorical Septic Shock Patient Data","publication_year":2001,"publication_date":"2001-01-01","ids":{"openalex":"https://openalex.org/W1522034787","doi":"https://doi.org/10.1007/3-540-45497-7_31","mag":"1522034787"},"language":"en","primary_location":{"id":"doi:10.1007/3-540-45497-7_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-45497-7_31","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113930837","display_name":"J\u00fcrgen Paetz","orcid":null},"institutions":[{"id":"https://openalex.org/I114090438","display_name":"Goethe University Frankfurt","ror":"https://ror.org/04cvxnb49","country_code":"DE","type":"education","lineage":["https://openalex.org/I114090438"]},{"id":"https://openalex.org/I4210091771","display_name":"Individual Development and Adaptive Education","ror":"https://ror.org/00e2m4m53","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210091771"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J\u00fcrgen Paetz","raw_affiliation_strings":["Fachbereich Biologie und Informatik, Institut f\u00fcr Informatik, J. W. Goethe-Universit\u00e4t Frankfurt am Main, AG Adaptive Systemarchitektur Robert-Mayer-Stra\u00dfe 11-15, D-60054, Frankfurt am Main, Germany","Klinik f\u00fcr Allgemein- und Gef\u00e4\u00dfchirurgie, Klinikum der J.W. Goethe-Universit\u00e4t, Theodor-Stern-Kai 7, D-60590, Frankfurt am Main, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fachbereich Biologie und Informatik, Institut f\u00fcr Informatik, J. W. Goethe-Universit\u00e4t Frankfurt am Main, AG Adaptive Systemarchitektur Robert-Mayer-Stra\u00dfe 11-15, D-60054, Frankfurt am Main, Germany","institution_ids":["https://openalex.org/I4210091771","https://openalex.org/I114090438"]},{"raw_affiliation_string":"Klinik f\u00fcr Allgemein- und Gef\u00e4\u00dfchirurgie, Klinikum der J.W. Goethe-Universit\u00e4t, Theodor-Stern-Kai 7, D-60590, Frankfurt am Main, Germany","institution_ids":["https://openalex.org/I114090438"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085731955","display_name":"R\u00fcdiger Brause","orcid":null},"institutions":[{"id":"https://openalex.org/I114090438","display_name":"Goethe University Frankfurt","ror":"https://ror.org/04cvxnb49","country_code":"DE","type":"education","lineage":["https://openalex.org/I114090438"]},{"id":"https://openalex.org/I4210091771","display_name":"Individual Development and Adaptive Education","ror":"https://ror.org/00e2m4m53","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210091771"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"R\u00fcdiger Brause","raw_affiliation_strings":["Fachbereich Biologie und Informatik, Institut f\u00fcr Informatik, J. W. Goethe-Universit\u00e4t Frankfurt am Main, AG Adaptive Systemarchitektur Robert-Mayer-Stra\u00dfe 11-15, D-60054, Frankfurt am Main, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fachbereich Biologie und Informatik, Institut f\u00fcr Informatik, J. W. Goethe-Universit\u00e4t Frankfurt am Main, AG Adaptive Systemarchitektur Robert-Mayer-Stra\u00dfe 11-15, D-60054, Frankfurt am Main, Germany","institution_ids":["https://openalex.org/I4210091771","https://openalex.org/I114090438"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.4621,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.82126419,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"207","last_page":"213"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.928600013256073,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.928600013256073,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.921999990940094,"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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9168999791145325,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.7581996917724609},{"id":"https://openalex.org/keywords/septic-shock","display_name":"Septic shock","score":0.7576418519020081},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.657905101776123},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5241066217422485},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.4313511848449707},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4267883896827698},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32533276081085205},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3118595778942108},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.25455403327941895},{"id":"https://openalex.org/keywords/sepsis","display_name":"Sepsis","score":0.14446184039115906},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.11231040954589844}],"concepts":[{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.7581996917724609},{"id":"https://openalex.org/C2777628635","wikidata":"https://www.wikidata.org/wiki/Q1765564","display_name":"Septic shock","level":3,"score":0.7576418519020081},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.657905101776123},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5241066217422485},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4313511848449707},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4267883896827698},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32533276081085205},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3118595778942108},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25455403327941895},{"id":"https://openalex.org/C2778384902","wikidata":"https://www.wikidata.org/wiki/Q183134","display_name":"Sepsis","level":2,"score":0.14446184039115906},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.11231040954589844}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/3-540-45497-7_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-45497-7_31","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1484413656","https://openalex.org/W1506285740","https://openalex.org/W1590746293","https://openalex.org/W1596459501","https://openalex.org/W1709754610","https://openalex.org/W2001714422","https://openalex.org/W2042438672","https://openalex.org/W2055765733","https://openalex.org/W2064853889","https://openalex.org/W2105809068","https://openalex.org/W3142453578"],"related_works":["https://openalex.org/W4386799044","https://openalex.org/W2773208253","https://openalex.org/W2560646951","https://openalex.org/W4297454206","https://openalex.org/W65104662","https://openalex.org/W1871748041","https://openalex.org/W2377198601","https://openalex.org/W2381980924","https://openalex.org/W2353774927","https://openalex.org/W2081026125"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}