{"id":"https://openalex.org/W3172519784","doi":"https://doi.org/10.1007/978-3-030-93736-2_22","title":"Homological Time Series Analysis of Sensor Signals from Power Plants","display_name":"Homological Time Series Analysis of Sensor Signals from Power Plants","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3172519784","doi":"https://doi.org/10.1007/978-3-030-93736-2_22","mag":"3172519784"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-93736-2_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-93736-2_22","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":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2106.02493","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013711036","display_name":"Luciano Melodia","orcid":"https://orcid.org/0000-0002-7584-7287"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Luciano Melodia","raw_affiliation_strings":["Professorship for Evolutionary Data Management, Friedrich-Alexander University Erlangen-N\u00fcrnberg, 91058, Erlangen, Germany","Professorship for Evolutionary Data Management, Friedrich-Alexander University Erlangen-N\u00fcrnberg, Erlangen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-7584-7287","affiliations":[{"raw_affiliation_string":"Professorship for Evolutionary Data Management, Friedrich-Alexander University Erlangen-N\u00fcrnberg, 91058, Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]},{"raw_affiliation_string":"Professorship for Evolutionary Data Management, Friedrich-Alexander University Erlangen-N\u00fcrnberg, Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047829787","display_name":"Richard Lenz","orcid":"https://orcid.org/0000-0003-1551-4824"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Richard Lenz","raw_affiliation_strings":["Professorship for Evolutionary Data Management, Friedrich-Alexander University Erlangen-N\u00fcrnberg, 91058, Erlangen, Germany","Professorship for Evolutionary Data Management, Friedrich-Alexander University Erlangen-N\u00fcrnberg, Erlangen, Germany"],"raw_orcid":"https://orcid.org/0000-0003-1551-4824","affiliations":[{"raw_affiliation_string":"Professorship for Evolutionary Data Management, Friedrich-Alexander University Erlangen-N\u00fcrnberg, 91058, Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]},{"raw_affiliation_string":"Professorship for Evolutionary Data Management, Friedrich-Alexander University Erlangen-N\u00fcrnberg, Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5013711036"],"corresponding_institution_ids":["https://openalex.org/I181369854"],"apc_list":null,"apc_paid":null,"fwci":0.5451,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.66407072,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"283","last_page":"299"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12536","display_name":"Topological and Geometric Data Analysis","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12536","display_name":"Topological and Geometric Data Analysis","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/persistent-homology","display_name":"Persistent homology","score":0.854625940322876},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.6486854553222656},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6149771809577942},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6083723306655884},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.48771247267723083},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.45470908284187317},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.43865111470222473},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42919549345970154},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.418698787689209},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41297653317451477},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2105376422405243}],"concepts":[{"id":"https://openalex.org/C2874115","wikidata":"https://www.wikidata.org/wiki/Q17099562","display_name":"Persistent homology","level":2,"score":0.854625940322876},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.6486854553222656},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6149771809577942},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6083723306655884},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.48771247267723083},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.45470908284187317},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.43865111470222473},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42919549345970154},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.418698787689209},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41297653317451477},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2105376422405243}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-93736-2_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-93736-2_22","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:arXiv.org:2106.02493","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2106.02493","pdf_url":"https://arxiv.org/pdf/2106.02493","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2106.02493","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2106.02493","pdf_url":"https://arxiv.org/pdf/2106.02493","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3172519784.pdf","grobid_xml":"https://content.openalex.org/works/W3172519784.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W28435248","https://openalex.org/W127493627","https://openalex.org/W1549386224","https://openalex.org/W1667652561","https://openalex.org/W1983788811","https://openalex.org/W1984391316","https://openalex.org/W2037613900","https://openalex.org/W2041064634","https://openalex.org/W2064675550","https://openalex.org/W2075273870","https://openalex.org/W2082194565","https://openalex.org/W2094300701","https://openalex.org/W2102368730","https://openalex.org/W2102692026","https://openalex.org/W2149185044","https://openalex.org/W2396840719","https://openalex.org/W2765833400","https://openalex.org/W2767286248","https://openalex.org/W2805850559","https://openalex.org/W2884561390","https://openalex.org/W2904607177","https://openalex.org/W2963351448","https://openalex.org/W3015024278","https://openalex.org/W3015234645","https://openalex.org/W3032982234","https://openalex.org/W3036188445","https://openalex.org/W3040586665","https://openalex.org/W3046590576","https://openalex.org/W3104190385","https://openalex.org/W3127775990","https://openalex.org/W3134120159","https://openalex.org/W4234702253","https://openalex.org/W4240998965","https://openalex.org/W4244779605","https://openalex.org/W4248436362","https://openalex.org/W4249631487","https://openalex.org/W4285719527","https://openalex.org/W4287817216","https://openalex.org/W4302296459"],"related_works":["https://openalex.org/W3128725485","https://openalex.org/W2797851727","https://openalex.org/W4293460689","https://openalex.org/W3159198591","https://openalex.org/W4281250841","https://openalex.org/W2904794560","https://openalex.org/W2086392476","https://openalex.org/W4224300916","https://openalex.org/W2948549837","https://openalex.org/W1566614651"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-01-15T23:16:33.117629","created_date":"2025-10-10T00:00:00"}