{"id":"https://openalex.org/W4399932865","doi":"https://doi.org/10.1007/978-3-031-63646-2_16","title":"Identifying Missing Sensor Values in\u00a0IoT Time Series Data: A Weight-Based Extension of\u00a0Similarity Measures for\u00a0Smart Manufacturing","display_name":"Identifying Missing Sensor Values in\u00a0IoT Time Series Data: A Weight-Based Extension of\u00a0Similarity Measures for\u00a0Smart Manufacturing","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399932865","doi":"https://doi.org/10.1007/978-3-031-63646-2_16"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-63646-2_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-63646-2_16","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://lirias.kuleuven.be/retrieve/994cbfc0-c6d4-4603-b3e5-eed343705931","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058100350","display_name":"Alexander Schultheis","orcid":"https://orcid.org/0000-0002-2458-9943"},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]},{"id":"https://openalex.org/I89864525","display_name":"Universit\u00e4t Trier","ror":"https://ror.org/02778hg05","country_code":"DE","type":"education","lineage":["https://openalex.org/I89864525"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Alexander Schultheis","raw_affiliation_strings":["Artificial Intelligence and Intelligent Information Systems, University of Trier, 54296, Trier, Germany","German Research Center for Artificial Intelligence (DFKI), Branch University of Trier, Behringstra\u00dfe 21, 54296, Trier, Germany"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence and Intelligent Information Systems, University of Trier, 54296, Trier, Germany","institution_ids":["https://openalex.org/I89864525"]},{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI), Branch University of Trier, Behringstra\u00dfe 21, 54296, Trier, Germany","institution_ids":["https://openalex.org/I33256026","https://openalex.org/I89864525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080789382","display_name":"Lukas Malburg","orcid":"https://orcid.org/0000-0002-6866-0799"},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]},{"id":"https://openalex.org/I89864525","display_name":"Universit\u00e4t Trier","ror":"https://ror.org/02778hg05","country_code":"DE","type":"education","lineage":["https://openalex.org/I89864525"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lukas Malburg","raw_affiliation_strings":["Artificial Intelligence and Intelligent Information Systems, University of Trier, 54296, Trier, Germany","German Research Center for Artificial Intelligence (DFKI), Branch University of Trier, Behringstra\u00dfe 21, 54296, Trier, Germany"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence and Intelligent Information Systems, University of Trier, 54296, Trier, Germany","institution_ids":["https://openalex.org/I89864525"]},{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI), Branch University of Trier, Behringstra\u00dfe 21, 54296, Trier, Germany","institution_ids":["https://openalex.org/I33256026","https://openalex.org/I89864525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062607725","display_name":"Joscha Gr\u00fcger","orcid":"https://orcid.org/0000-0001-7538-1248"},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]},{"id":"https://openalex.org/I89864525","display_name":"Universit\u00e4t Trier","ror":"https://ror.org/02778hg05","country_code":"DE","type":"education","lineage":["https://openalex.org/I89864525"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Joscha Gr\u00fcger","raw_affiliation_strings":["Artificial Intelligence and Intelligent Information Systems, University of Trier, 54296, Trier, Germany","German Research Center for Artificial Intelligence (DFKI), Branch University of Trier, Behringstra\u00dfe 21, 54296, Trier, Germany"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence and Intelligent Information Systems, University of Trier, 54296, Trier, Germany","institution_ids":["https://openalex.org/I89864525"]},{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI), Branch University of Trier, Behringstra\u00dfe 21, 54296, Trier, Germany","institution_ids":["https://openalex.org/I33256026","https://openalex.org/I89864525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099427030","display_name":"Justin Weich","orcid":"https://orcid.org/0009-0008-1246-8694"},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]},{"id":"https://openalex.org/I89864525","display_name":"Universit\u00e4t Trier","ror":"https://ror.org/02778hg05","country_code":"DE","type":"education","lineage":["https://openalex.org/I89864525"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Justin Weich","raw_affiliation_strings":["Artificial Intelligence and Intelligent Information Systems, University of Trier, 54296, Trier, Germany","German Research Center for Artificial Intelligence (DFKI), Branch University of Trier, Behringstra\u00dfe 21, 54296, Trier, Germany"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence and Intelligent Information Systems, University of Trier, 54296, Trier, Germany","institution_ids":["https://openalex.org/I89864525"]},{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI), Branch University of Trier, Behringstra\u00dfe 21, 54296, Trier, Germany","institution_ids":["https://openalex.org/I33256026","https://openalex.org/I89864525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019019597","display_name":"Yannis Bertrand","orcid":"https://orcid.org/0000-0002-6407-7221"},"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":"Yannis Bertrand","raw_affiliation_strings":["Research Centre for Information Systems Engineering (LIRIS), KU Leuven, Warmoesberg 26, 1000, Brussels, Belgium"],"affiliations":[{"raw_affiliation_string":"Research Centre for Information Systems Engineering (LIRIS), KU Leuven, Warmoesberg 26, 1000, Brussels, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066248157","display_name":"Ralph Bergmann","orcid":"https://orcid.org/0000-0002-5515-7158"},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]},{"id":"https://openalex.org/I89864525","display_name":"Universit\u00e4t Trier","ror":"https://ror.org/02778hg05","country_code":"DE","type":"education","lineage":["https://openalex.org/I89864525"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ralph Bergmann","raw_affiliation_strings":["Artificial Intelligence and Intelligent Information Systems, University of Trier, 54296, Trier, Germany","German Research Center for Artificial Intelligence (DFKI), Branch University of Trier, Behringstra\u00dfe 21, 54296, Trier, Germany"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence and Intelligent Information Systems, University of Trier, 54296, Trier, Germany","institution_ids":["https://openalex.org/I89864525"]},{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI), Branch University of Trier, Behringstra\u00dfe 21, 54296, Trier, Germany","institution_ids":["https://openalex.org/I33256026","https://openalex.org/I89864525"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067695123","display_name":"Estefan\u00eda Serral","orcid":"https://orcid.org/0000-0001-7579-910X"},"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":"Estefan\u00eda Serral Asensio","raw_affiliation_strings":["Research Centre for Information Systems Engineering (LIRIS), KU Leuven, Warmoesberg 26, 1000, Brussels, Belgium"],"affiliations":[{"raw_affiliation_string":"Research Centre for Information Systems Engineering (LIRIS), KU Leuven, Warmoesberg 26, 1000, Brussels, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5058100350"],"corresponding_institution_ids":["https://openalex.org/I33256026","https://openalex.org/I89864525"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":7.7303,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.97743721,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"240","last_page":"257"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9993000030517578,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9840999841690063,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9822999835014343,"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":0.7877802848815918},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.6970805525779724},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6233365535736084},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5992203950881958},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5776931047439575},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5386308431625366},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4798533320426941},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.4485727548599243},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3040487468242645},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.22674918174743652},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.20864605903625488},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.06323909759521484}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7877802848815918},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.6970805525779724},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6233365535736084},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5992203950881958},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5776931047439575},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5386308431625366},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4798533320426941},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.4485727548599243},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3040487468242645},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.22674918174743652},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.20864605903625488},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.06323909759521484},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-63646-2_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-63646-2_16","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:lirias2repo.kuleuven.be:20.500.12942/757133","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/757133","pdf_url":"https://lirias.kuleuven.be/retrieve/994cbfc0-c6d4-4603-b3e5-eed343705931","source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"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":"32nd International Conference on Case-Based Reasoning Research and Development (ICCBR), MEXICO, Merida, 1-4 July 2024","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:lirias2repo.kuleuven.be:20.500.12942/757133","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/757133","pdf_url":"https://lirias.kuleuven.be/retrieve/994cbfc0-c6d4-4603-b3e5-eed343705931","source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"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":"32nd International Conference on Case-Based Reasoning Research and Development (ICCBR), MEXICO, Merida, 1-4 July 2024","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399932865.pdf"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W8439043","https://openalex.org/W164403783","https://openalex.org/W1582515563","https://openalex.org/W2001670934","https://openalex.org/W2016449808","https://openalex.org/W2027972389","https://openalex.org/W2064412595","https://openalex.org/W2087064593","https://openalex.org/W2126385963","https://openalex.org/W2128160875","https://openalex.org/W2142616840","https://openalex.org/W2161484642","https://openalex.org/W2166604179","https://openalex.org/W2343750834","https://openalex.org/W2766005220","https://openalex.org/W2809697408","https://openalex.org/W2970507228","https://openalex.org/W3013886221","https://openalex.org/W3091036340","https://openalex.org/W3117341710","https://openalex.org/W3118519050","https://openalex.org/W3161155583","https://openalex.org/W3194402767","https://openalex.org/W4225413986","https://openalex.org/W4229065774","https://openalex.org/W4247567827","https://openalex.org/W4249868739","https://openalex.org/W4300450827","https://openalex.org/W4324142999","https://openalex.org/W4360971482","https://openalex.org/W4378980356","https://openalex.org/W4385380954","https://openalex.org/W4385385062","https://openalex.org/W4394371525","https://openalex.org/W4402168817"],"related_works":["https://openalex.org/W4380150146","https://openalex.org/W3024870410","https://openalex.org/W2410652950","https://openalex.org/W4283773154","https://openalex.org/W3139174110","https://openalex.org/W4289597203","https://openalex.org/W2085630472","https://openalex.org/W1977098485","https://openalex.org/W4285201053","https://openalex.org/W2753779043"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}