{"id":"https://openalex.org/W2969621354","doi":"https://doi.org/10.1007/978-3-030-29726-8_9","title":"Semi-automated Quality Assurance for Domain-Expert-Driven Data Exploration \u2013 An Application to Principal Component Analysis","display_name":"Semi-automated Quality Assurance for Domain-Expert-Driven Data Exploration \u2013 An Application to Principal Component Analysis","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2969621354","doi":"https://doi.org/10.1007/978-3-030-29726-8_9","mag":"2969621354"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-29726-8_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-29726-8_9","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-02520066","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088635577","display_name":"Sandra Wartner","orcid":null},"institutions":[{"id":"https://openalex.org/I4210140024","display_name":"RISC Software (Austria)","ror":"https://ror.org/0533vxh11","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210140024"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Sandra Wartner","raw_affiliation_strings":["RISC Software GmbH, Research Unit Medical Informatics, Hagenberg, Austria"],"affiliations":[{"raw_affiliation_string":"RISC Software GmbH, Research Unit Medical Informatics, Hagenberg, Austria","institution_ids":["https://openalex.org/I4210140024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086722844","display_name":"Manuela Wiesinger-Widi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210140024","display_name":"RISC Software (Austria)","ror":"https://ror.org/0533vxh11","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210140024"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Manuela Wiesinger-Widi","raw_affiliation_strings":["RISC Software GmbH, Research Unit Medical Informatics, Hagenberg, Austria"],"affiliations":[{"raw_affiliation_string":"RISC Software GmbH, Research Unit Medical Informatics, Hagenberg, Austria","institution_ids":["https://openalex.org/I4210140024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008675979","display_name":"Dominic Girardi","orcid":"https://orcid.org/0009-0008-1085-3433"},"institutions":[{"id":"https://openalex.org/I4210140024","display_name":"RISC Software (Austria)","ror":"https://ror.org/0533vxh11","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210140024"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Dominic Girardi","raw_affiliation_strings":["RISC Software GmbH, Research Unit Medical Informatics, Hagenberg, Austria"],"affiliations":[{"raw_affiliation_string":"RISC Software GmbH, Research Unit Medical Informatics, Hagenberg, Austria","institution_ids":["https://openalex.org/I4210140024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037987944","display_name":"Dieter Furthner","orcid":null},"institutions":[{"id":"https://openalex.org/I4210141866","display_name":"Salzburger Landeskliniken","ror":"https://ror.org/0500kmp11","country_code":"AT","type":"healthcare","lineage":["https://openalex.org/I4210141866"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Dieter Furthner","raw_affiliation_strings":["Department of Pediatrics and Adolescent Medicine, Salzkammergut-Klinikum, V\u00f6cklabruck, Austria"],"affiliations":[{"raw_affiliation_string":"Department of Pediatrics and Adolescent Medicine, Salzkammergut-Klinikum, V\u00f6cklabruck, Austria","institution_ids":["https://openalex.org/I4210141866"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112058699","display_name":"Klaus Schmitt","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119171","display_name":"Kepler Universit\u00e4tsklinikum","ror":"https://ror.org/02h3bfj85","country_code":"AT","type":"funder","lineage":["https://openalex.org/I4210119171"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Klaus Schmitt","raw_affiliation_strings":["Department of Pediatrics and Adolescent Medicine, Kepler University Hospital, Linz, Austria"],"affiliations":[{"raw_affiliation_string":"Department of Pediatrics and Adolescent Medicine, Kepler University Hospital, Linz, Austria","institution_ids":["https://openalex.org/I4210119171"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5088635577"],"corresponding_institution_ids":["https://openalex.org/I4210140024"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1693314,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"128","last_page":"146"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9868999719619751,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9807000160217285,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8308392763137817},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.6657631397247314},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6457196474075317},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.6425174474716187},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.6173844337463379},{"id":"https://openalex.org/keywords/quality-assurance","display_name":"Quality assurance","score":0.6139348149299622},{"id":"https://openalex.org/keywords/principal","display_name":"Principal (computer security)","score":0.6128146052360535},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5810203552246094},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5380733609199524},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5314784049987793},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.49312731623649597},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.4406735301017761},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.41695451736450195},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.40826478600502014},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.35296720266342163},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2731441855430603},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.12202996015548706}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8308392763137817},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.6657631397247314},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6457196474075317},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.6425174474716187},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.6173844337463379},{"id":"https://openalex.org/C106436119","wikidata":"https://www.wikidata.org/wiki/Q836575","display_name":"Quality assurance","level":3,"score":0.6139348149299622},{"id":"https://openalex.org/C144559511","wikidata":"https://www.wikidata.org/wiki/Q2986279","display_name":"Principal (computer security)","level":2,"score":0.6128146052360535},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5810203552246094},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5380733609199524},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5314784049987793},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.49312731623649597},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.4406735301017761},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.41695451736450195},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40826478600502014},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.35296720266342163},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2731441855430603},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.12202996015548706},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-29726-8_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-29726-8_9","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-02520066v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-02520066","pdf_url":null,"source":{"id":"https://openalex.org/S4406922276","display_name":"INRIA a CCSD electronic archive server","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"3rd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2019, Canterbury, United Kingdom. pp.128-146, ⟨10.1007/978-3-030-29726-8_9⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-02520066v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-02520066","pdf_url":null,"source":{"id":"https://openalex.org/S4406922276","display_name":"INRIA a CCSD electronic archive server","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"3rd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2019, Canterbury, United Kingdom. pp.128-146, ⟨10.1007/978-3-030-29726-8_9⟩","raw_type":"Conference papers"},"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W597511998","https://openalex.org/W1484864026","https://openalex.org/W1576256388","https://openalex.org/W1935419633","https://openalex.org/W1977482345","https://openalex.org/W1981443767","https://openalex.org/W1984322889","https://openalex.org/W1993931008","https://openalex.org/W2023350458","https://openalex.org/W2027280942","https://openalex.org/W2030915370","https://openalex.org/W2047345533","https://openalex.org/W2124732843","https://openalex.org/W2144000271","https://openalex.org/W2160643014","https://openalex.org/W2169793354","https://openalex.org/W2205106546","https://openalex.org/W2419185176","https://openalex.org/W2494199700","https://openalex.org/W2503993098","https://openalex.org/W2795739367","https://openalex.org/W2888056875","https://openalex.org/W2981521797","https://openalex.org/W4206302131","https://openalex.org/W4292890447"],"related_works":["https://openalex.org/W1975632186","https://openalex.org/W3027745756","https://openalex.org/W3205213561","https://openalex.org/W2531880140","https://openalex.org/W2126145365","https://openalex.org/W2036609560","https://openalex.org/W346861917","https://openalex.org/W3024018414","https://openalex.org/W385273440","https://openalex.org/W1542592062"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}