{"id":"https://openalex.org/W2124561624","doi":"https://doi.org/10.1007/978-3-319-07773-4_19","title":"Human Fetus Health Classification on Cardiotocographic Data Using Random Forests","display_name":"Human Fetus Health Classification on Cardiotocographic Data Using Random Forests","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2124561624","doi":"https://doi.org/10.1007/978-3-319-07773-4_19","mag":"2124561624"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-07773-4_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-07773-4_19","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"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 Intelligent Systems and 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/A5059129932","display_name":"Tom\u00e1\u0161 Peterek","orcid":null},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Tom\u00e1\u0161 Peterek","raw_affiliation_strings":["IT4Innovations, Centre of Excellence, V\u0160B - Technical University of Ostrava, 17. listopadu 15, 708 33, Ostrava, Czech Republic"],"affiliations":[{"raw_affiliation_string":"IT4Innovations, Centre of Excellence, V\u0160B - Technical University of Ostrava, 17. listopadu 15, 708 33, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056523918","display_name":"Petr Gajdo\u0161","orcid":"https://orcid.org/0000-0003-1831-3489"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Petr Gajdo\u0161","raw_affiliation_strings":["Department of Computer Science, FEECS, V\u0160B - Technical University of Ostrava, 17. listopadu 15, 708 33, Ostrava, Czech Republic","IT4Innovations, Centre of Excellence, V\u0160B - Technical University of Ostrava, 17. listopadu 15, 708 33, Ostrava, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, FEECS, V\u0160B - Technical University of Ostrava, 17. listopadu 15, 708 33, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]},{"raw_affiliation_string":"IT4Innovations, Centre of Excellence, V\u0160B - Technical University of Ostrava, 17. listopadu 15, 708 33, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072275934","display_name":"Pavel Dohn\u00e1lek","orcid":null},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Pavel Dohn\u00e1lek","raw_affiliation_strings":["Department of Computer Science, FEECS, V\u0160B - Technical University of Ostrava, 17. listopadu 15, 708 33, Ostrava, Czech Republic","IT4Innovations, Centre of Excellence, V\u0160B - Technical University of Ostrava, 17. listopadu 15, 708 33, Ostrava, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, FEECS, V\u0160B - Technical University of Ostrava, 17. listopadu 15, 708 33, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]},{"raw_affiliation_string":"IT4Innovations, Centre of Excellence, V\u0160B - Technical University of Ostrava, 17. listopadu 15, 708 33, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085741497","display_name":"Jana Krohov\u00e1","orcid":"https://orcid.org/0000-0002-0736-8911"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jana Krohov\u00e1","raw_affiliation_strings":["Department of Cybernetics and Biomedical Engineering, FEECS, V\u0160B - Technical University of Ostrava, 17. listopadu 15, 708 33, Ostrava, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Department of Cybernetics and Biomedical Engineering, FEECS, V\u0160B - Technical University of Ostrava, 17. listopadu 15, 708 33, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5059129932"],"corresponding_institution_ids":["https://openalex.org/I142208455"],"apc_list":null,"apc_paid":null,"fwci":5.1256,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.95855742,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"189","last_page":"198"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11184","display_name":"Neonatal and fetal brain pathology","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/heartbeat","display_name":"Heartbeat","score":0.8895426988601685},{"id":"https://openalex.org/keywords/cardiotocography","display_name":"Cardiotocography","score":0.80019611120224},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.7455762624740601},{"id":"https://openalex.org/keywords/fetus","display_name":"Fetus","score":0.639647901058197},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.526767373085022},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4346703290939331},{"id":"https://openalex.org/keywords/pregnancy","display_name":"Pregnancy","score":0.43350574374198914},{"id":"https://openalex.org/keywords/pathological","display_name":"Pathological","score":0.41642627120018005},{"id":"https://openalex.org/keywords/fetal-heart","display_name":"Fetal heart","score":0.41370058059692383},{"id":"https://openalex.org/keywords/obstetrics","display_name":"Obstetrics","score":0.4136184751987457},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3907850384712219},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.35366207361221313},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3314704895019531},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.19779819250106812},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17905527353286743},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1143634021282196},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.07559636235237122}],"concepts":[{"id":"https://openalex.org/C13852961","wikidata":"https://www.wikidata.org/wiki/Q17021880","display_name":"Heartbeat","level":2,"score":0.8895426988601685},{"id":"https://openalex.org/C2776046940","wikidata":"https://www.wikidata.org/wiki/Q886292","display_name":"Cardiotocography","level":4,"score":0.80019611120224},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.7455762624740601},{"id":"https://openalex.org/C172680121","wikidata":"https://www.wikidata.org/wiki/Q26513","display_name":"Fetus","level":3,"score":0.639647901058197},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.526767373085022},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4346703290939331},{"id":"https://openalex.org/C2779234561","wikidata":"https://www.wikidata.org/wiki/Q11995","display_name":"Pregnancy","level":2,"score":0.43350574374198914},{"id":"https://openalex.org/C207886595","wikidata":"https://www.wikidata.org/wiki/Q1456138","display_name":"Pathological","level":2,"score":0.41642627120018005},{"id":"https://openalex.org/C3019522753","wikidata":"https://www.wikidata.org/wiki/Q2657962","display_name":"Fetal heart","level":4,"score":0.41370058059692383},{"id":"https://openalex.org/C131872663","wikidata":"https://www.wikidata.org/wiki/Q5284418","display_name":"Obstetrics","level":1,"score":0.4136184751987457},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3907850384712219},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.35366207361221313},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3314704895019531},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.19779819250106812},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17905527353286743},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1143634021282196},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.07559636235237122},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-07773-4_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-07773-4_19","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"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 Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.550000011920929}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1480150398","https://openalex.org/W1533932712","https://openalex.org/W1594031697","https://openalex.org/W2018115628","https://openalex.org/W2026135004","https://openalex.org/W2026444759","https://openalex.org/W2030107446","https://openalex.org/W2032271311","https://openalex.org/W2044050827","https://openalex.org/W2146446882","https://openalex.org/W2150303754","https://openalex.org/W2170787881","https://openalex.org/W2911964244","https://openalex.org/W3085162807","https://openalex.org/W3120740533","https://openalex.org/W4237222446"],"related_works":["https://openalex.org/W4385543909","https://openalex.org/W3031241796","https://openalex.org/W2189180858","https://openalex.org/W2415949985","https://openalex.org/W2166094923","https://openalex.org/W2085807754","https://openalex.org/W1581798195","https://openalex.org/W973528165","https://openalex.org/W2054890305","https://openalex.org/W2339965147"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
