{"id":"https://openalex.org/W2041664661","doi":"https://doi.org/10.15439/2014f111","title":"Bronchopulmonary Dysplasia Prediction Using Support Vector Machine and LIBSVM","display_name":"Bronchopulmonary Dysplasia Prediction Using Support Vector Machine and LIBSVM","publication_year":2014,"publication_date":"2014-09-29","ids":{"openalex":"https://openalex.org/W2041664661","doi":"https://doi.org/10.15439/2014f111","mag":"2041664661"},"language":"en","primary_location":{"id":"doi:10.15439/2014f111","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2014f111","pdf_url":"https://annals-csis.org/proceedings/2014/pliks/111.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/proceedings/2014/pliks/111.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019876346","display_name":"Marcin Ochab","orcid":"https://orcid.org/0000-0002-7720-9561"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Marcin Ochab","raw_affiliation_strings":["AGH University of Science and Technology, 30 Mickiewicza 30-059 Krakw, Poland","AGH University of Science and Technology, 30 Mickiewicza 30-059 Krak\u00f3w, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AGH University of Science and Technology, 30 Mickiewicza 30-059 Krakw, Poland","institution_ids":["https://openalex.org/I686019"]},{"raw_affiliation_string":"AGH University of Science and Technology, 30 Mickiewicza 30-059 Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I686019"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047006830","display_name":"Wies\u0142aw Wajs","orcid":null},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Wies\u0142aw Wajs","raw_affiliation_strings":["AGH University of Science and Technology, 30 Mickiewicza 30-059 Krakw, Poland","AGH University of Science and Technology, 30 Mickiewicza 30-059 Krak\u00f3w, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AGH University of Science and Technology, 30 Mickiewicza 30-059 Krakw, Poland","institution_ids":["https://openalex.org/I686019"]},{"raw_affiliation_string":"AGH University of Science and Technology, 30 Mickiewicza 30-059 Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I686019"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5019876346"],"corresponding_institution_ids":["https://openalex.org/I686019"],"apc_list":null,"apc_paid":null,"fwci":16.4898,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.99004975,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"2","issue":null,"first_page":"201","last_page":"208"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10549","display_name":"Neonatal Respiratory Health Research","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10549","display_name":"Neonatal Respiratory Health Research","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T11456","display_name":"Neuroscience of respiration and sleep","score":0.9812999963760376,"subfield":{"id":"https://openalex.org/subfields/2807","display_name":"Endocrine and Autonomic Systems"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13289","display_name":"Infant Health and Development","score":0.9728999733924866,"subfield":{"id":"https://openalex.org/subfields/3611","display_name":"Pharmacy"},"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/support-vector-machine","display_name":"Support vector machine","score":0.7674349546432495},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7104780673980713},{"id":"https://openalex.org/keywords/bronchopulmonary-dysplasia","display_name":"Bronchopulmonary dysplasia","score":0.6732140779495239},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41020405292510986},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3752536177635193}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7674349546432495},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7104780673980713},{"id":"https://openalex.org/C2778721537","wikidata":"https://www.wikidata.org/wiki/Q922640","display_name":"Bronchopulmonary dysplasia","level":4,"score":0.6732140779495239},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41020405292510986},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3752536177635193},{"id":"https://openalex.org/C2778376644","wikidata":"https://www.wikidata.org/wiki/Q2253111","display_name":"Gestational age","level":3,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C2779234561","wikidata":"https://www.wikidata.org/wiki/Q11995","display_name":"Pregnancy","level":2,"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":3,"locations":[{"id":"doi:10.15439/2014f111","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2014f111","pdf_url":"https://annals-csis.org/proceedings/2014/pliks/111.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.653.2475","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.653.2475","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://fedcsis.org/proceedings/2014/pliks/111.pdf","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:a49914e3000648ffb34685377c191305","is_oa":false,"landing_page_url":"https://doaj.org/article/a49914e3000648ffb34685377c191305","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"Annals of computer science and information systems, Vol 2, Pp 201-208 (2014)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2014f111","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2014f111","pdf_url":"https://annals-csis.org/proceedings/2014/pliks/111.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2041664661.pdf","grobid_xml":"https://content.openalex.org/works/W2041664661.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W80345300","https://openalex.org/W1756465506","https://openalex.org/W1830262376","https://openalex.org/W1968765539","https://openalex.org/W1971778935","https://openalex.org/W1979658937","https://openalex.org/W1987514256","https://openalex.org/W2006357580","https://openalex.org/W2011518393","https://openalex.org/W2013007370","https://openalex.org/W2020586209","https://openalex.org/W2025283490","https://openalex.org/W2026652960","https://openalex.org/W2030218561","https://openalex.org/W2037417765","https://openalex.org/W2043366906","https://openalex.org/W2045286700","https://openalex.org/W2050699728","https://openalex.org/W2058101917","https://openalex.org/W2071385943","https://openalex.org/W2081510282","https://openalex.org/W2088458089","https://openalex.org/W2092209191","https://openalex.org/W2102806222","https://openalex.org/W2122611331","https://openalex.org/W2130953101","https://openalex.org/W2139212933","https://openalex.org/W2153635508","https://openalex.org/W2172279299","https://openalex.org/W2616406597"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3209574120","https://openalex.org/W3107602296","https://openalex.org/W4312192474","https://openalex.org/W4210805261","https://openalex.org/W4387297750"],"abstract_inverted_index":{"The":[0,67,87],"paper":[1],"presents":[2],"BPD":[3],"(Bronchopulmonary":[4],"Dysplasia)":[5],"prediction":[6,123],"for":[7],"extremely":[8],"premature":[9],"infants":[10],"after":[11],"their":[12],"first":[13],"week":[14],"of":[15,117],"life.":[16],"SVM":[17],"(Support":[18],"Vector":[19],"Machine)":[20],"algorithm":[21],"implemented":[22],"in":[23,31,101],"LIBSVM":[24,96],"Results":[25],"are":[26],"compared":[27],"to":[28,43,78],"others":[29],"gathered":[30,73],"previous":[32],"work":[33],"Fourteen":[34],"different":[35],"risk":[36],"factor":[37],"parameters":[38,120],"were":[39,52],"considered":[40,102],"and":[41,82],"due":[42],"the":[44,61,113,118],"high":[45],"computational":[46],"complexity":[47],"only":[48],"3375":[49],"random":[50,79],"combinations":[51],"analysed.":[53],"Classifier":[54],"based":[55],"on":[56,122],"eight":[57],"feature":[58],"model":[59,71,119],"provides":[60],"highest":[62],"accuracy":[63],"which":[64,72],"was":[65,75],"82.60%.":[66],"most":[68],"promising":[69],"5-feature":[70],"82.23%":[74],"reasonably":[76],"immune":[77],"data":[80],"changes":[81],"consistent":[83],"with":[84],"LR":[85],"results.":[86],"main":[88],"conclusion":[89],"is":[90,106],"that":[91],"unlike":[92],"Matlab":[93],"SVM[2]":[94],"implementation,":[95],"can":[97],"be":[98],"successfully":[99],"used":[100],"problem,":[103],"but":[104],"it":[105],"less":[107],"stable":[108],"than":[109],"LR.":[110],"In":[111],"addition,":[112],"article":[114],"discusses":[115],"influence":[116],"selection":[121],"quality.":[124]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
