{"id":"https://openalex.org/W2965165215","doi":"https://doi.org/10.1109/dessert.2019.8770036","title":"Human Reliability Evaluation through Analysis of Depression Prediction based on Metabolomic Data","display_name":"Human Reliability Evaluation through Analysis of Depression Prediction based on Metabolomic Data","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W2965165215","doi":"https://doi.org/10.1109/dessert.2019.8770036","mag":"2965165215"},"language":"en","primary_location":{"id":"doi:10.1109/dessert.2019.8770036","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dessert.2019.8770036","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 10th International Conference on Dependable Systems, Services and Technologies (DESSERT)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5083806306","display_name":"Olga Chovancova","orcid":"https://orcid.org/0000-0003-0388-9995"},"institutions":[{"id":"https://openalex.org/I3122011922","display_name":"University of \u017dilina","ror":"https://ror.org/031wwwj55","country_code":"SK","type":"education","lineage":["https://openalex.org/I3122011922"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Olga Chovancova","raw_affiliation_strings":["Faculty of Management Science and Informatics, University of Zilina, Zilina, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Management Science and Informatics, University of Zilina, Zilina, Slovakia","institution_ids":["https://openalex.org/I3122011922"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085110334","display_name":"Jan Rab\u010dan","orcid":"https://orcid.org/0000-0003-2835-9114"},"institutions":[{"id":"https://openalex.org/I3122011922","display_name":"University of \u017dilina","ror":"https://ror.org/031wwwj55","country_code":"SK","type":"education","lineage":["https://openalex.org/I3122011922"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Jan Rabcan","raw_affiliation_strings":["Faculty of Management Science and Informatics, University of Zilina, Zilina, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Management Science and Informatics, University of Zilina, Zilina, Slovakia","institution_ids":["https://openalex.org/I3122011922"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047927390","display_name":"Jozef Kostoln\u00fd","orcid":"https://orcid.org/0000-0003-4729-7932"},"institutions":[{"id":"https://openalex.org/I3122011922","display_name":"University of \u017dilina","ror":"https://ror.org/031wwwj55","country_code":"SK","type":"education","lineage":["https://openalex.org/I3122011922"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Jozef Kostolny","raw_affiliation_strings":["Faculty of Management Science and Informatics, University of Zilina, Zilina, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Management Science and Informatics, University of Zilina, Zilina, Slovakia","institution_ids":["https://openalex.org/I3122011922"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034929369","display_name":"Denisa Macekov\u00e1","orcid":"https://orcid.org/0000-0001-6460-2818"},"institutions":[{"id":"https://openalex.org/I3122011922","display_name":"University of \u017dilina","ror":"https://ror.org/031wwwj55","country_code":"SK","type":"education","lineage":["https://openalex.org/I3122011922"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Denisa Macekova","raw_affiliation_strings":["Faculty of Management Science and Informatics, University of Zilina, Zilina, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Management Science and Informatics, University of Zilina, Zilina, Slovakia","institution_ids":["https://openalex.org/I3122011922"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I3122011922"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"88","last_page":"93"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12138","display_name":"Occupational Health and Performance","score":0.867900013923645,"subfield":{"id":"https://openalex.org/subfields/3609","display_name":"Occupational Therapy"},"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/T12138","display_name":"Occupational Health and Performance","score":0.867900013923645,"subfield":{"id":"https://openalex.org/subfields/3609","display_name":"Occupational Therapy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.8370000123977661,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.7096072435379028},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6502506136894226},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.584071934223175},{"id":"https://openalex.org/keywords/human-reliability","display_name":"Human reliability","score":0.5225781202316284},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5082511305809021},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4756990373134613},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4309011697769165},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4293788969516754},{"id":"https://openalex.org/keywords/depression","display_name":"Depression (economics)","score":0.42834246158599854},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4088886082172394},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35935384035110474},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.27706190943717957},{"id":"https://openalex.org/keywords/human-error","display_name":"Human error","score":0.17621952295303345},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14033189415931702}],"concepts":[{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.7096072435379028},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6502506136894226},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.584071934223175},{"id":"https://openalex.org/C191147762","wikidata":"https://www.wikidata.org/wiki/Q186289","display_name":"Human reliability","level":3,"score":0.5225781202316284},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5082511305809021},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4756990373134613},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4309011697769165},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4293788969516754},{"id":"https://openalex.org/C2776867660","wikidata":"https://www.wikidata.org/wiki/Q1814941","display_name":"Depression (economics)","level":2,"score":0.42834246158599854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4088886082172394},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35935384035110474},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.27706190943717957},{"id":"https://openalex.org/C169806903","wikidata":"https://www.wikidata.org/wiki/Q5937752","display_name":"Human error","level":2,"score":0.17621952295303345},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14033189415931702},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dessert.2019.8770036","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dessert.2019.8770036","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 10th International Conference on Dependable Systems, Services and Technologies (DESSERT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.7599999904632568}],"awards":[],"funders":[{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1514846420","https://openalex.org/W1966696807","https://openalex.org/W1984922741","https://openalex.org/W1984926446","https://openalex.org/W1990368529","https://openalex.org/W1993155798","https://openalex.org/W2016031004","https://openalex.org/W2032456307","https://openalex.org/W2034084345","https://openalex.org/W2035257651","https://openalex.org/W2051822945","https://openalex.org/W2054625329","https://openalex.org/W2070588677","https://openalex.org/W2074298611","https://openalex.org/W2080298947","https://openalex.org/W2092862146","https://openalex.org/W2095830308","https://openalex.org/W2113076747","https://openalex.org/W2119358437","https://openalex.org/W2125055259","https://openalex.org/W2125056793","https://openalex.org/W2127334089","https://openalex.org/W2149706766","https://openalex.org/W2160367613","https://openalex.org/W2163545549","https://openalex.org/W2771148819","https://openalex.org/W2771982823","https://openalex.org/W2776975812","https://openalex.org/W2790278564","https://openalex.org/W2797016460","https://openalex.org/W2905075631","https://openalex.org/W2905515435","https://openalex.org/W4236137412","https://openalex.org/W6678449394","https://openalex.org/W6746352481"],"related_works":["https://openalex.org/W2366107444","https://openalex.org/W4388145910","https://openalex.org/W2381570729","https://openalex.org/W1976205134","https://openalex.org/W4248336175","https://openalex.org/W3009685199","https://openalex.org/W2031260042","https://openalex.org/W2391445434","https://openalex.org/W3009369890","https://openalex.org/W2903840402"],"abstract_inverted_index":{"Data":[0],"mining":[1],"techniques":[2],"are":[3,22],"applied":[4,127],"to":[5,11,39,68,90],"a":[6,41,50,74],"broad":[7],"spectrum":[8],"of":[9,33,82,94,104,108,117,123,146],"solutions":[10],"solve":[12],"problems":[13],"through":[14],"analysis,":[15],"data":[16,65],"acquisition,":[17],"and":[18,28,102],"prediction.":[19,29],"Decision":[20],"trees":[21],"most":[23],"commonly":[24],"used":[25],"for":[26,49],"classification":[27],"With":[30],"the":[31,70,92,100,115],"application":[32],"fuzzy":[34,42],"clustering":[35],"it":[36,87],"is":[37,46,88],"possible":[38,89],"construct":[40],"decision":[43],"tree":[44],"that":[45,72,86],"more":[47],"suitable":[48],"prediction":[51],"on":[52,60,77],"selected":[53],"data.":[54,63],"In":[55],"this":[56],"article,":[57],"we":[58],"focus":[59],"analyzing":[61],"metabolomics":[62,84],"This":[64],"allows":[66],"us":[67],"detect":[69],"depression":[71,109,124],"has":[73],"significant":[75],"influence":[76],"human":[78,147],"reliability.":[79],"The":[80],"analysis":[81],"these":[83],"shows":[85],"predict":[91],"occurrence":[93],"depression.":[95,105],"These":[96],"results":[97],"may":[98],"improve":[99],"treatment":[101],"prevention":[103],"Further":[106],"detection":[107,122],"in":[110,128,143],"critical":[111,129],"domains":[112,130],"can":[113,125],"increase":[114],"precision":[116],"Human":[118],"Reliability":[119],"Analysis.":[120],"Early":[121],"be":[126],"such":[131],"as":[132],"police":[133],"officers,":[134],"firearm":[135],"licenses,":[136],"management":[137],"positions,":[138],"university":[139],"students,":[140],"but":[141],"also":[142],"space":[144],"ships":[145],"crews.":[148]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}