{"id":"https://openalex.org/W1557468956","doi":"https://doi.org/10.1007/3-540-32390-2_77","title":"Machine Learning Methods for Dialysis Therapy Decision Problem \u2014 Comparative Study","display_name":"Machine Learning Methods for Dialysis Therapy Decision Problem \u2014 Comparative Study","publication_year":2008,"publication_date":"2008-10-29","ids":{"openalex":"https://openalex.org/W1557468956","doi":"https://doi.org/10.1007/3-540-32390-2_77","mag":"1557468956"},"language":"en","primary_location":{"id":"doi:10.1007/3-540-32390-2_77","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-32390-2_77","pdf_url":null,"source":{"id":"https://openalex.org/S4210167543","display_name":"Advances in soft computing","issn_l":"1615-3871","issn":["1615-3871","1860-0794"],"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":"Advances in Soft Computing","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/A5026877398","display_name":"Wojciech Penar","orcid":null},"institutions":[{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Wojciech Penar","raw_affiliation_strings":["Institute of Engineering Cybernetics, Wroclaw University of Technology, Wroclaw","Institute of Engineering Cybernetics, Wroclaw University of Technology, Wroclaw,"],"affiliations":[{"raw_affiliation_string":"Institute of Engineering Cybernetics, Wroclaw University of Technology, Wroclaw","institution_ids":["https://openalex.org/I11923345"]},{"raw_affiliation_string":"Institute of Engineering Cybernetics, Wroclaw University of Technology, Wroclaw,","institution_ids":["https://openalex.org/I11923345"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060936121","display_name":"Micha\u0142 Wo\u017aniak","orcid":"https://orcid.org/0000-0003-0146-4205"},"institutions":[{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Michal Wozniak","raw_affiliation_strings":["Chair of Computer Systems and Networks, Wroclaw University of Technology, Wroclaw","Chair of Computer Systems and Networks, Wroclaw University of Technology, Wroclaw,"],"affiliations":[{"raw_affiliation_string":"Chair of Computer Systems and Networks, Wroclaw University of Technology, Wroclaw","institution_ids":["https://openalex.org/I11923345"]},{"raw_affiliation_string":"Chair of Computer Systems and Networks, Wroclaw University of Technology, Wroclaw,","institution_ids":["https://openalex.org/I11923345"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5026877398"],"corresponding_institution_ids":["https://openalex.org/I11923345"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07754011,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"653","last_page":"659"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9521999955177307,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9521999955177307,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7962753176689148},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7689604163169861},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7043148279190063},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4932176470756531},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.48202288150787354},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.45352986454963684},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.4327573776245117},{"id":"https://openalex.org/keywords/expert-system","display_name":"Expert system","score":0.4177696704864502},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34928733110427856}],"concepts":[{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7962753176689148},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7689604163169861},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7043148279190063},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4932176470756531},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.48202288150787354},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.45352986454963684},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.4327573776245117},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.4177696704864502},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34928733110427856}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/3-540-32390-2_77","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-32390-2_77","pdf_url":null,"source":{"id":"https://openalex.org/S4210167543","display_name":"Advances in soft computing","issn_l":"1615-3871","issn":["1615-3871","1860-0794"],"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":"Advances in Soft Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1504694836","https://openalex.org/W1927345150","https://openalex.org/W2123504579","https://openalex.org/W2125055259","https://openalex.org/W2136000097","https://openalex.org/W2295492805"],"related_works":["https://openalex.org/W2389542812","https://openalex.org/W2381894592","https://openalex.org/W2030629278","https://openalex.org/W4235667779","https://openalex.org/W1752292405","https://openalex.org/W1743181070","https://openalex.org/W2788335062","https://openalex.org/W1508345308","https://openalex.org/W2350884229","https://openalex.org/W2024760185"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
