{"id":"https://openalex.org/W2186458064","doi":"https://doi.org/10.1007/978-3-319-24369-6_2","title":"Probabilistic Principal Components and Mixtures, How This Works","display_name":"Probabilistic Principal Components and Mixtures, How This Works","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2186458064","doi":"https://doi.org/10.1007/978-3-319-24369-6_2","mag":"2186458064"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-24369-6_2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-24369-6_2","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-24369-6_2.pdf","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":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-24369-6_2.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013464774","display_name":"Anna Bartkowiak","orcid":"https://orcid.org/0000-0003-3211-083X"},"institutions":[{"id":"https://openalex.org/I4210087266","display_name":"Institute of Computer Science","ror":"https://ror.org/003fvp964","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210087266","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]},{"id":"https://openalex.org/I219388962","display_name":"University of Wroc\u0142aw","ror":"https://ror.org/00yae6e25","country_code":"PL","type":"education","lineage":["https://openalex.org/I219388962"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Anna M. Bartkowiak","raw_affiliation_strings":["Institute of Computer Science, Wroclaw University, 50-383, Wroclaw, Poland","Wroclaw School of Information Technology, 54-239, Wroclaw, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, Wroclaw University, 50-383, Wroclaw, Poland","institution_ids":["https://openalex.org/I219388962","https://openalex.org/I4210087266"]},{"raw_affiliation_string":"Wroclaw School of Information Technology, 54-239, Wroclaw, Poland","institution_ids":["https://openalex.org/I11923345"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038658469","display_name":"Rados\u0142aw Zimroz","orcid":null},"institutions":[{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Radoslaw Zimroz","raw_affiliation_strings":["Diagnostics and Vibro-Acoustics Science Laboratory, Wroclaw University of Technology, 50-421, Wroclaw, Poland"],"affiliations":[{"raw_affiliation_string":"Diagnostics and Vibro-Acoustics Science Laboratory, Wroclaw University of Technology, 50-421, Wroclaw, Poland","institution_ids":["https://openalex.org/I11923345"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5013464774"],"corresponding_institution_ids":["https://openalex.org/I11923345","https://openalex.org/I219388962","https://openalex.org/I4210087266"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.6828,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68664114,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"24","last_page":"35"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.6525173783302307},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6183018088340759},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.49726203083992004},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.48572689294815063},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.4507484436035156},{"id":"https://openalex.org/keywords/probability-distribution","display_name":"Probability distribution","score":0.44867798686027527},{"id":"https://openalex.org/keywords/statistical-inference","display_name":"Statistical inference","score":0.4345817565917969},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43194615840911865},{"id":"https://openalex.org/keywords/multivariate-normal-distribution","display_name":"Multivariate normal distribution","score":0.4314667582511902},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3808855414390564},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3064228594303131},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.21739155054092407},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.18386420607566833}],"concepts":[{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.6525173783302307},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6183018088340759},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.49726203083992004},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.48572689294815063},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.4507484436035156},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.44867798686027527},{"id":"https://openalex.org/C134261354","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical inference","level":2,"score":0.4345817565917969},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43194615840911865},{"id":"https://openalex.org/C177384507","wikidata":"https://www.wikidata.org/wiki/Q1149000","display_name":"Multivariate normal distribution","level":3,"score":0.4314667582511902},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3808855414390564},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3064228594303131},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.21739155054092407},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.18386420607566833}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-24369-6_2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-24369-6_2","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-24369-6_2.pdf","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-01444479v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01444479","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","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":"14th Computer Information Systems and Industrial Management (CISIM), Sep 2015, Warsaw, Poland. pp.24-35, ⟨10.1007/978-3-319-24369-6_2⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"doi:10.1007/978-3-319-24369-6_2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-24369-6_2","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-24369-6_2.pdf","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"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2186458064.pdf","grobid_xml":"https://content.openalex.org/works/W2186458064.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W82847271","https://openalex.org/W262300925","https://openalex.org/W1544324307","https://openalex.org/W1554663460","https://openalex.org/W1976989756","https://openalex.org/W1985310528","https://openalex.org/W1993148443","https://openalex.org/W2015268879","https://openalex.org/W2045186954","https://openalex.org/W2045619020","https://openalex.org/W2049550263","https://openalex.org/W2055440619","https://openalex.org/W2071540414","https://openalex.org/W2089239997","https://openalex.org/W2091795602","https://openalex.org/W2115627867","https://openalex.org/W2125027820","https://openalex.org/W2137023544","https://openalex.org/W2142047467","https://openalex.org/W2157866479","https://openalex.org/W3104422614","https://openalex.org/W4205686602"],"related_works":["https://openalex.org/W2795206833","https://openalex.org/W3183730129","https://openalex.org/W2970045733","https://openalex.org/W3035045542","https://openalex.org/W2615355269","https://openalex.org/W3091500601","https://openalex.org/W2982176604","https://openalex.org/W3195379801","https://openalex.org/W4285182199","https://openalex.org/W4300934249"],"abstract_inverted_index":null,"counts_by_year":[{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}