{"id":"https://openalex.org/W4404623444","doi":"https://doi.org/10.5220/0012994900003822","title":"A Taxonomy for Complexity Estimation of Machine Data in Machine Health Applications","display_name":"A Taxonomy for Complexity Estimation of Machine Data in Machine Health Applications","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4404623444","doi":"https://doi.org/10.5220/0012994900003822"},"language":"en","primary_location":{"id":"doi:10.5220/0012994900003822","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0012994900003822","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st International Conference on Informatics in Control, Automation and Robotics","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0012994900003822","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092473190","display_name":"Lukas Meitz","orcid":"https://orcid.org/0000-0001-7409-2401"},"institutions":[{"id":"https://openalex.org/I142270456","display_name":"Technische Hochschule Augsburg","ror":"https://ror.org/016604a03","country_code":"DE","type":"education","lineage":["https://openalex.org/I142270456"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Lukas Meitz","raw_affiliation_strings":["Hochschule Augsburg, An der Hochschule 1, Augsburg, Germany","Hochschule Augsburg, An der Hochschule 1, Augsburg, Germany, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Hochschule Augsburg, An der Hochschule 1, Augsburg, Germany","institution_ids":["https://openalex.org/I142270456"]},{"raw_affiliation_string":"Hochschule Augsburg, An der Hochschule 1, Augsburg, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I142270456"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073060063","display_name":"Michael Heider","orcid":"https://orcid.org/0000-0003-3140-1993"},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Heider","raw_affiliation_strings":["Universit\u00e4t Augsburg, Am Technologiezentrum 8, Augsburg, Germany","Universit\u00e4t Augsburg, Am Technologiezentrum 8, Augsburg, Germany, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Universit\u00e4t Augsburg, Am Technologiezentrum 8, Augsburg, Germany","institution_ids":["https://openalex.org/I179225836"]},{"raw_affiliation_string":"Universit\u00e4t Augsburg, Am Technologiezentrum 8, Augsburg, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I179225836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005496105","display_name":"Thorsten Sch\u00f6ler","orcid":"https://orcid.org/0000-0001-5487-1862"},"institutions":[{"id":"https://openalex.org/I142270456","display_name":"Technische Hochschule Augsburg","ror":"https://ror.org/016604a03","country_code":"DE","type":"education","lineage":["https://openalex.org/I142270456"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thorsten Sch\u00f6ler","raw_affiliation_strings":["Hochschule Augsburg, An der Hochschule 1, Augsburg, Germany","Hochschule Augsburg, An der Hochschule 1, Augsburg, Germany, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Hochschule Augsburg, An der Hochschule 1, Augsburg, Germany","institution_ids":["https://openalex.org/I142270456"]},{"raw_affiliation_string":"Hochschule Augsburg, An der Hochschule 1, Augsburg, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I142270456"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035545860","display_name":"J\u00f6rg H\u00e4hner","orcid":"https://orcid.org/0000-0003-0107-264X"},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J\u00f6rg H\u00e4hner","raw_affiliation_strings":["Universit\u00e4t Augsburg, Am Technologiezentrum 8, Augsburg, Germany","Universit\u00e4t Augsburg, Am Technologiezentrum 8, Augsburg, Germany, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Universit\u00e4t Augsburg, Am Technologiezentrum 8, Augsburg, Germany","institution_ids":["https://openalex.org/I179225836"]},{"raw_affiliation_string":"Universit\u00e4t Augsburg, Am Technologiezentrum 8, Augsburg, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I179225836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5092473190"],"corresponding_institution_ids":["https://openalex.org/I142270456"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.26062371,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"341","last_page":"350"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9333999752998352,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/T11719","display_name":"Data Quality and Management","score":0.9333999752998352,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9323999881744385,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T11005","display_name":"Radiation Effects in Electronics","score":0.9092000126838684,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.680640459060669},{"id":"https://openalex.org/keywords/taxonomy","display_name":"Taxonomy (biology)","score":0.4750542640686035},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.45376506447792053},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42384853959083557},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39905989170074463},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33509349822998047},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17867401242256165},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.1444665491580963},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.06705442070960999}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.680640459060669},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.4750542640686035},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.45376506447792053},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42384853959083557},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39905989170074463},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33509349822998047},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17867401242256165},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.1444665491580963},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.06705442070960999},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0012994900003822","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0012994900003822","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st International Conference on Informatics in Control, Automation and Robotics","raw_type":"proceedings-article"},{"id":"pmh:oai:uni-augsburg.opus-bayern.de:120030","is_oa":true,"landing_page_url":"https://nbn-resolving.org/urn:nbn:de:bvb:384-opus4-1200301","pdf_url":"https://opus.bibliothek.uni-augsburg.de/opus4/files/120030/129949.pdf","source":{"id":"https://openalex.org/S4306400930","display_name":"OPUS (Augsburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119916105","host_organization_name":"Augsburg University","host_organization_lineage":["https://openalex.org/I119916105"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"doc-type:conferenceobject"}],"best_oa_location":{"id":"doi:10.5220/0012994900003822","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0012994900003822","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st International Conference on Informatics in Control, Automation and Robotics","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"The":[0],"Machine":[1],"Health":[2,12],"(MH)":[3],"sector\u2014which":[4],"includes,":[5],"for":[6,25],"example,":[7],"Predictive":[8],"Maintenance,":[9],"Prognostics":[10],"and":[11,14,22,27,62,131,135,153,175],"Management,":[13],"Condition":[15],"Monitoring\u2014has":[16],"the":[17,38,57,83,90,94,107,170],"potential":[18],"to":[19,168],"improve":[20],"efficiency":[21],"reduce":[23],"costs":[24],"maintenance":[26],"machine":[28,47],"operation.":[29],"This":[30,80,114,139],"is":[31,67,140],"achieved":[32,141],"by":[33,44,142],"data-driven":[34,124],"analytics":[35],"applications,":[36,126],"utilising":[37],"vast":[39],"amount":[40],"of":[41,55,60,85,89,96,104,110,120,133,166,172],"data":[42],"collected":[43],"sensors":[45],"during":[46],"runtime.":[48],"While":[49],"there":[50],"are":[51],"numerous":[52],"possible":[53],"fields":[54],"application,":[56],"overall":[58],"complexity":[59,92,122],"machines":[61],"applications":[63,165],"in":[64,76,93,101,123],"scientific":[65],"publications":[66,95],"still":[68],"low,":[69],"preventing":[70],"MH":[71,112,125,137,167],"technologies":[72],"from":[73,150],"being":[74],"implemented":[75],"many":[77],"real-world":[78,111],"scenarios.":[79],"may":[81],"be":[82],"result":[84],"a":[86,102,117,144,177],"diffuse":[87],"understanding":[88],"term":[91],"this":[97,158],"field,":[98],"which":[99],"results":[100],"lack":[103],"focus":[105],"towards":[106],"core":[108],"problems":[109],"applications.":[113,138],"article":[115],"introduces":[116],"new":[118,145],"way":[119],"discerning":[121],"enabling":[127],"an":[128],"effective":[129],"discussion":[130],"analysis":[132],"present":[134],"future":[136],"creating":[143],"taxonomy":[146],"based":[147,181],"on":[148,182],"observations":[149],"relevant":[151],"literature":[152],"substantial":[154],"domain":[155],"knowledge.":[156],"Using":[157],"newly":[159],"introduced":[160],"taxonomy,":[161],"we":[162],"categorise":[163],"recent":[164],"demonstrate":[169],"usefulness":[171],"our":[173,183],"approach":[174],"illustrate":[176],"still-prevalent":[178],"research":[179],"gap":[180],"findings.":[184]},"counts_by_year":[],"updated_date":"2026-03-14T08:43:22.919905","created_date":"2025-10-10T00:00:00"}
