{"id":"https://openalex.org/W4385259295","doi":"https://doi.org/10.1109/med59994.2023.10185829","title":"Gaussian Sampling Approach to deal with Imbalanced Telemetry Datasets in Industrial Applications<sup>*</sup>","display_name":"Gaussian Sampling Approach to deal with Imbalanced Telemetry Datasets in Industrial Applications<sup>*</sup>","publication_year":2023,"publication_date":"2023-06-26","ids":{"openalex":"https://openalex.org/W4385259295","doi":"https://doi.org/10.1109/med59994.2023.10185829"},"language":"en","primary_location":{"id":"doi:10.1109/med59994.2023.10185829","is_oa":false,"landing_page_url":"https://doi.org/10.1109/med59994.2023.10185829","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 31st Mediterranean Conference on Control and Automation (MED)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://upcommons.upc.edu/bitstreams/20c9c4ff-cd28-4b2e-bfca-0ac10f8e9992/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009848687","display_name":"Sergio Galve","orcid":null},"institutions":[{"id":"https://openalex.org/I138847295","display_name":"Universitat Oberta de Catalunya","ror":"https://ror.org/01f5wp925","country_code":"ES","type":"education","lineage":["https://openalex.org/I138847295"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Sergio Galve","raw_affiliation_strings":["Universitat Oberta de Catalunya,Wireless Networks Research Lab,Castelldefels (Barcelona),Spain,08860"],"affiliations":[{"raw_affiliation_string":"Universitat Oberta de Catalunya,Wireless Networks Research Lab,Castelldefels (Barcelona),Spain,08860","institution_ids":["https://openalex.org/I138847295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023299508","display_name":"Vicen\u00e7 Puig","orcid":"https://orcid.org/0000-0002-6364-6429"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]},{"id":"https://openalex.org/I4210093282","display_name":"Institut de Rob\u00f2tica i Inform\u00e0tica Industrial","ror":"https://ror.org/00mcdyn90","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210093282","https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Vicenc Puig","raw_affiliation_strings":["Institut de Rob&#x00F2;tica i Inform&#x00E0;tica Industrial, UPC-CSIC,Barcelona,Spain"],"affiliations":[{"raw_affiliation_string":"Institut de Rob&#x00F2;tica i Inform&#x00E0;tica Industrial, UPC-CSIC,Barcelona,Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I4210093282"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088534371","display_name":"Xavier Vilajosana","orcid":"https://orcid.org/0000-0002-3020-427X"},"institutions":[{"id":"https://openalex.org/I138847295","display_name":"Universitat Oberta de Catalunya","ror":"https://ror.org/01f5wp925","country_code":"ES","type":"education","lineage":["https://openalex.org/I138847295"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Xavi Vilajosana","raw_affiliation_strings":["Universitat Oberta de Catalunya,Wireless Networks Research Lab,Castelldefels (Barcelona),Spain,08860"],"affiliations":[{"raw_affiliation_string":"Universitat Oberta de Catalunya,Wireless Networks Research Lab,Castelldefels (Barcelona),Spain,08860","institution_ids":["https://openalex.org/I138847295"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5009848687"],"corresponding_institution_ids":["https://openalex.org/I138847295"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13036891,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"605","last_page":"611"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/T13429","display_name":"Electricity Theft Detection Techniques","score":0.9933000206947327,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9907000064849854,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7351945638656616},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.6843478679656982},{"id":"https://openalex.org/keywords/telemetry","display_name":"Telemetry","score":0.6472183465957642},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.5711313486099243},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5258867144584656},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.47449231147766113},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.4593716859817505},{"id":"https://openalex.org/keywords/root-cause","display_name":"Root cause","score":0.449943482875824},{"id":"https://openalex.org/keywords/homogeneous","display_name":"Homogeneous","score":0.43895265460014343},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.18759343028068542},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11598286032676697},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10398367047309875}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7351945638656616},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.6843478679656982},{"id":"https://openalex.org/C183121708","wikidata":"https://www.wikidata.org/wiki/Q209867","display_name":"Telemetry","level":2,"score":0.6472183465957642},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.5711313486099243},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5258867144584656},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.47449231147766113},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.4593716859817505},{"id":"https://openalex.org/C84945661","wikidata":"https://www.wikidata.org/wiki/Q7366567","display_name":"Root cause","level":2,"score":0.449943482875824},{"id":"https://openalex.org/C66882249","wikidata":"https://www.wikidata.org/wiki/Q169336","display_name":"Homogeneous","level":2,"score":0.43895265460014343},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.18759343028068542},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11598286032676697},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10398367047309875},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"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/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/med59994.2023.10185829","is_oa":false,"landing_page_url":"https://doi.org/10.1109/med59994.2023.10185829","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 31st Mediterranean Conference on Control and Automation (MED)","raw_type":"proceedings-article"},{"id":"pmh:oai:upcommons.upc.edu:2117/404415","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/404415","pdf_url":"https://upcommons.upc.edu/bitstreams/20c9c4ff-cd28-4b2e-bfca-0ac10f8e9992/download","source":{"id":"https://openalex.org/S4210207057","display_name":"QRU Quaderns de Recerca en Urbanisme","issn_l":"2014-9689","issn":["2014-9689","2385-6777"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310322448","host_organization_name":"Q71272178","host_organization_lineage":["https://openalex.org/P4310322448"],"host_organization_lineage_names":["Q71272178"],"type":"journal"},"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":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:digital.csic.es:10261/355141","is_oa":false,"landing_page_url":"http://hdl.handle.net/10261/355141","pdf_url":null,"source":{"id":"https://openalex.org/S4306400616","display_name":"DIGITAL.CSIC (Spanish National Research Council (CSIC))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I134820265","host_organization_name":"Consejo Superior de Investigaciones Cient\u00edficas","host_organization_lineage":["https://openalex.org/I134820265"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"comunicaci\u00f3n de congreso"}],"best_oa_location":{"id":"pmh:oai:upcommons.upc.edu:2117/404415","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/404415","pdf_url":"https://upcommons.upc.edu/bitstreams/20c9c4ff-cd28-4b2e-bfca-0ac10f8e9992/download","source":{"id":"https://openalex.org/S4210207057","display_name":"QRU Quaderns de Recerca en Urbanisme","issn_l":"2014-9689","issn":["2014-9689","2385-6777"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310322448","host_organization_name":"Q71272178","host_organization_lineage":["https://openalex.org/P4310322448"],"host_organization_lineage_names":["Q71272178"],"type":"journal"},"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":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6299999952316284,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4385259295.pdf"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W1530181845","https://openalex.org/W1914219707","https://openalex.org/W2014268383","https://openalex.org/W2122825543","https://openalex.org/W2148143831","https://openalex.org/W2164330572","https://openalex.org/W2241928397","https://openalex.org/W2798517323","https://openalex.org/W3012037263","https://openalex.org/W3031418291","https://openalex.org/W3213822864","https://openalex.org/W3214052639","https://openalex.org/W4234452799","https://openalex.org/W6640015359"],"related_works":["https://openalex.org/W2070863773","https://openalex.org/W4212896802","https://openalex.org/W2056771637","https://openalex.org/W748047311","https://openalex.org/W2359918844","https://openalex.org/W4298110012","https://openalex.org/W2519661158","https://openalex.org/W4388599231","https://openalex.org/W1964286703","https://openalex.org/W2169866437"],"abstract_inverted_index":{"Practical":[0],"implementation":[1],"of":[2,15,33,40,65,72],"data":[3,16],"analytics":[4],"in":[5],"industrial":[6,93],"environments":[7],"has":[8],"always":[9],"been":[10],"a":[11,23,84],"problematic":[12],"area":[13],"because":[14],"availability":[17],"and":[18,82,100],"quality.":[19],"In":[20],"this":[21,57,66,75,80],"paper,":[22],"Gaussian":[24],"sampling":[25],"methodology":[26],"is":[27,38,59,96],"proposed":[28,103],"to":[29,78,98],"address":[30,79],"the":[31,41,63,69,102],"problem":[32,58,81],"imbalanced":[34],"telemetry":[35],"datasets":[36],"that":[37,44,52],"one":[39],"root":[42],"causes":[43],"make":[45],"modelling":[46],"less":[47],"reliable.":[48],"By":[49,61],"generating":[50],"subsets":[51],"achieve":[53],"homogeneous":[54],"density":[55],"distributions":[56],"addressed.":[60],"comparing":[62],"impact":[64],"method":[67],"with":[68],"baseline":[70],"case":[71,88],"random":[73],"sampling,":[74],"paper":[76],"aims":[77],"propose":[83],"practical":[85],"solution.":[86],"A":[87],"study":[89],"based":[90],"on":[91],"an":[92],"cooling":[94],"device":[95],"used":[97],"assess":[99],"illustrate":[101],"approach.":[104]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
