{"id":"https://openalex.org/W3121030636","doi":"https://doi.org/10.1007/978-3-030-66770-2_11","title":"Unsupervised Machine Learning Methods to Estimate a Health Indicator for Condition Monitoring Using Acoustic and Vibration Signals: A Comparison Based on a Toy Data Set from a Coffee Vending Machine","display_name":"Unsupervised Machine Learning Methods to Estimate a Health Indicator for Condition Monitoring Using Acoustic and Vibration Signals: A Comparison Based on a Toy Data Set from a Coffee Vending Machine","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3121030636","doi":"https://doi.org/10.1007/978-3-030-66770-2_11","mag":"3121030636"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-66770-2_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-66770-2_11","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://lirias.kuleuven.be/retrieve/4c339499-b67e-4f02-aef0-d67f192b0c91","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004641054","display_name":"Yonas Tefera","orcid":"https://orcid.org/0000-0001-8312-695X"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Yonas Tefera","raw_affiliation_strings":["Department of Computer Science, DTAI-ADVISE, KU Leuven, Kleinhoefstraat 4, 2440, Geel, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, DTAI-ADVISE, KU Leuven, Kleinhoefstraat 4, 2440, Geel, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073370512","display_name":"Maarten Meire","orcid":"https://orcid.org/0000-0001-6661-3772"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Maarten Meire","raw_affiliation_strings":["Department of Computer Science, DTAI-ADVISE, KU Leuven, Kleinhoefstraat 4, 2440, Geel, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, DTAI-ADVISE, KU Leuven, Kleinhoefstraat 4, 2440, Geel, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018787960","display_name":"Stijn Luca","orcid":"https://orcid.org/0000-0002-6781-7870"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Stijn Luca","raw_affiliation_strings":["Department of Data Analysis and Mathematical Modelling, Ghent University, Coupure Links 653, 9000, Gent, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Data Analysis and Mathematical Modelling, Ghent University, Coupure Links 653, 9000, Gent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031057978","display_name":"Peter Karsmakers","orcid":"https://orcid.org/0000-0001-8119-6823"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Peter Karsmakers","raw_affiliation_strings":["Department of Computer Science, DTAI-ADVISE, KU Leuven, Kleinhoefstraat 4, 2440, Geel, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, DTAI-ADVISE, KU Leuven, Kleinhoefstraat 4, 2440, Geel, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5004641054"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":null,"apc_paid":null,"fwci":1.3356,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.83224232,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"145","last_page":"159"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9927999973297119,"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/T12486","display_name":"Food Supply Chain Traceability","score":0.9643999934196472,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7570152878761292},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6473948955535889},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.606083869934082},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5222142934799194},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.51625657081604},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.48503369092941284},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48467543721199036},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.4510292112827301},{"id":"https://openalex.org/keywords/container","display_name":"Container (type theory)","score":0.4125310778617859},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34371358156204224},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32863128185272217},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1604032814502716},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.09058105945587158}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7570152878761292},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6473948955535889},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.606083869934082},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5222142934799194},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.51625657081604},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.48503369092941284},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48467543721199036},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.4510292112827301},{"id":"https://openalex.org/C2781018962","wikidata":"https://www.wikidata.org/wiki/Q5164884","display_name":"Container (type theory)","level":2,"score":0.4125310778617859},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34371358156204224},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32863128185272217},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1604032814502716},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.09058105945587158},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-030-66770-2_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-66770-2_11","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/657332","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/657332","pdf_url":"https://lirias.kuleuven.be/retrieve/4c339499-b67e-4f02-aef0-d67f192b0c91","source":{"id":"https://openalex.org/S7407055369","display_name":"Lirias","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IoT Stream for Data Driven Predicted Maintainance workshop at ECML-PKDD, Ghent, 14-18 September 2020","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:archive.ugent.be:8689295","is_oa":false,"landing_page_url":"https://biblio.ugent.be/publication/8689295","pdf_url":null,"source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning Second International Workshop, IoT Streams 2020, and First International Workshop, ITEM 2020, Co-located with ECML/PKDD 2020, Revised Selected Papers","raw_type":"conference"}],"best_oa_location":{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/657332","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/657332","pdf_url":"https://lirias.kuleuven.be/retrieve/4c339499-b67e-4f02-aef0-d67f192b0c91","source":{"id":"https://openalex.org/S7407055369","display_name":"Lirias","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IoT Stream for Data Driven Predicted Maintainance workshop at ECML-PKDD, Ghent, 14-18 September 2020","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.6100000143051147,"display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320327336","display_name":"Vlaamse regering","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3121030636.pdf","grobid_xml":"https://content.openalex.org/works/W3121030636.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W216108723","https://openalex.org/W1522301498","https://openalex.org/W1546503963","https://openalex.org/W1553916237","https://openalex.org/W2052384514","https://openalex.org/W2056400683","https://openalex.org/W2066292767","https://openalex.org/W2132870739","https://openalex.org/W2158449659","https://openalex.org/W2404692435","https://openalex.org/W2440930599","https://openalex.org/W2799741169","https://openalex.org/W2810595566","https://openalex.org/W2921029393","https://openalex.org/W2942551338","https://openalex.org/W2991850160","https://openalex.org/W3098454764","https://openalex.org/W4301423781"],"related_works":["https://openalex.org/W2367301169","https://openalex.org/W2974221847","https://openalex.org/W2352134912","https://openalex.org/W2775844720","https://openalex.org/W2055230095","https://openalex.org/W2001079144","https://openalex.org/W4376623838","https://openalex.org/W2048054615","https://openalex.org/W2313990708","https://openalex.org/W71401375"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
