{"id":"https://openalex.org/W2167922853","doi":"https://doi.org/10.1007/11590019_41","title":"Knowledge Discovery from Microbiology Data: Many-Sided Analysis of Antibiotic Resistance in Nosocomial Infections","display_name":"Knowledge Discovery from Microbiology Data: Many-Sided Analysis of Antibiotic Resistance in Nosocomial Infections","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W2167922853","doi":"https://doi.org/10.1007/11590019_41","mag":"2167922853"},"language":"en","primary_location":{"id":"doi:10.1007/11590019_41","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11590019_41","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/A5022601535","display_name":"Mykola Pechenizkiy","orcid":"https://orcid.org/0000-0003-4955-0743"},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Mykola Pechenizkiy","raw_affiliation_strings":["Dept. of CS and Inf. Systems, Univ. of Jyv\u00e4skyl\u00e4, Finland"],"affiliations":[{"raw_affiliation_string":"Dept. of CS and Inf. Systems, Univ. of Jyv\u00e4skyl\u00e4, Finland","institution_ids":["https://openalex.org/I94722563"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109047597","display_name":"Alexey Tsymbal","orcid":null},"institutions":[{"id":"https://openalex.org/I205274468","display_name":"Trinity College Dublin","ror":"https://ror.org/02tyrky19","country_code":"IE","type":"education","lineage":["https://openalex.org/I205274468"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Alexey Tsymbal","raw_affiliation_strings":["Dept. of Computer Science, Trinity College Dublin, Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, Trinity College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I205274468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058563569","display_name":"Seppo Puuronen","orcid":null},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Seppo Puuronen","raw_affiliation_strings":["Dept. of CS and Inf. Systems, Univ. of Jyv\u00e4skyl\u00e4, Finland"],"affiliations":[{"raw_affiliation_string":"Dept. of CS and Inf. Systems, Univ. of Jyv\u00e4skyl\u00e4, Finland","institution_ids":["https://openalex.org/I94722563"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085342552","display_name":"Michael Shifrin","orcid":"https://orcid.org/0000-0002-9606-5559"},"institutions":[{"id":"https://openalex.org/I4210122729","display_name":"Burdenko Neurosurgery Institute","ror":"https://ror.org/02t1t6n83","country_code":"RU","type":"healthcare","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210110862","https://openalex.org/I4210122729"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Michael Shifrin","raw_affiliation_strings":["N.N.Burdenko Institute of Neurosurgery, Russian Academy of Medical Sciences, Moscow, Russia"],"affiliations":[{"raw_affiliation_string":"N.N.Burdenko Institute of Neurosurgery, Russian Academy of Medical Sciences, Moscow, Russia","institution_ids":["https://openalex.org/I4210122729"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111604907","display_name":"Irina V. \u0410lexandrova","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122729","display_name":"Burdenko Neurosurgery Institute","ror":"https://ror.org/02t1t6n83","country_code":"RU","type":"healthcare","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210110862","https://openalex.org/I4210122729"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Irina Alexandrova","raw_affiliation_strings":["N.N.Burdenko Institute of Neurosurgery, Russian Academy of Medical Sciences, Moscow, Russia"],"affiliations":[{"raw_affiliation_string":"N.N.Burdenko Institute of Neurosurgery, Russian Academy of Medical Sciences, Moscow, Russia","institution_ids":["https://openalex.org/I4210122729"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5022601535"],"corresponding_institution_ids":["https://openalex.org/I94722563"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":19.76,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.99189189,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"360","last_page":"372"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9495000243186951,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9495000243186951,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9459999799728394,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9405999779701233,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.6351872682571411},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6303260922431946},{"id":"https://openalex.org/keywords/antibiotic-resistance","display_name":"Antibiotic resistance","score":0.6066805124282837},{"id":"https://openalex.org/keywords/antibiotics","display_name":"Antibiotics","score":0.5634467005729675},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4584145247936249},{"id":"https://openalex.org/keywords/clinical-microbiology","display_name":"Clinical microbiology","score":0.4408695697784424},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40033674240112305},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38327109813690186},{"id":"https://openalex.org/keywords/microbiology","display_name":"Microbiology","score":0.14840975403785706},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1369742453098297}],"concepts":[{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.6351872682571411},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6303260922431946},{"id":"https://openalex.org/C94665300","wikidata":"https://www.wikidata.org/wiki/Q63391344","display_name":"Antibiotic resistance","level":3,"score":0.6066805124282837},{"id":"https://openalex.org/C501593827","wikidata":"https://www.wikidata.org/wiki/Q12187","display_name":"Antibiotics","level":2,"score":0.5634467005729675},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4584145247936249},{"id":"https://openalex.org/C2992965680","wikidata":"https://www.wikidata.org/wiki/Q598976","display_name":"Clinical microbiology","level":2,"score":0.4408695697784424},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40033674240112305},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38327109813690186},{"id":"https://openalex.org/C89423630","wikidata":"https://www.wikidata.org/wiki/Q7193","display_name":"Microbiology","level":1,"score":0.14840975403785706},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1369742453098297},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/11590019_41","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11590019_41","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:pure.tue.nl:openaire_cris_publications/a88d8714-d591-4868-9f36-36b81c8c0bad","is_oa":false,"landing_page_url":"https://research.tue.nl/en/publications/a88d8714-d591-4868-9f36-36b81c8c0bad","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pechenizkiy, M, Tsymbal, A, Puuronen, S, Shifrin, M A & Alexandrova, I 2005, Knowledge discovery from microbiology data : many-sided analysis of antibiotic resistance in nosocomial infections. in K D Althoff, A Dengel, R Bergmann, M Nick & T Roth-Berghofer (eds), Professional knowledge management : 3rd Biennial conference, WM 2005, Kaiserslautern, Germany, April 10-13, 2005 : revised selected papers. Lecture Notes in Computer Science, vol. 3782, Springer, Berlin, pp. 360-372. https://doi.org/10.1007/11590019_41","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:662457","is_oa":false,"landing_page_url":"http://library.tue.nl/csp/dare/LinkToRepository.csp?recordnumber=662457","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:library.tue.nl:662457","is_oa":false,"landing_page_url":"http://repository.tue.nl/662457","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:tue:oai:pure.tue.nl:publications/a88d8714-d591-4868-9f36-36b81c8c0bad","is_oa":false,"landing_page_url":"https://research.tue.nl/nl/publications/a88d8714-d591-4868-9f36-36b81c8c0bad","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Professional knowledge management : 3rd Biennial conference, WM 2005, Kaiserslautern, Germany, April 10-13, 2005 : revised selected papers, 360 - 372","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8199999928474426,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W139044672","https://openalex.org/W168166972","https://openalex.org/W1546090397","https://openalex.org/W1576391096","https://openalex.org/W1599232982","https://openalex.org/W1670263352","https://openalex.org/W1911464264","https://openalex.org/W2022438981","https://openalex.org/W2115037538","https://openalex.org/W2123504579","https://openalex.org/W2483438496"],"related_works":["https://openalex.org/W3213927646","https://openalex.org/W3083932983","https://openalex.org/W3120685386","https://openalex.org/W4280637011","https://openalex.org/W2415330112","https://openalex.org/W2144487299","https://openalex.org/W2162207945","https://openalex.org/W2101988009","https://openalex.org/W3045258582","https://openalex.org/W2853025534"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
