{"id":"https://openalex.org/W4397291369","doi":"https://doi.org/10.1007/978-3-031-58053-6_6","title":"Study of Dimensionality Reduction and Clustering Machine Learning Algorithms for the Analysis of Ship Engine Data","display_name":"Study of Dimensionality Reduction and Clustering Machine Learning Algorithms for the Analysis of Ship Engine Data","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4397291369","doi":"https://doi.org/10.1007/978-3-031-58053-6_6"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-58053-6_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-58053-6_6","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058465782","display_name":"Theodoros Dimitriou","orcid":null},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Theodoros Dimitriou","raw_affiliation_strings":["Department of Informatics, University of Piraeus, Piraeus, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Piraeus, Piraeus, Greece","institution_ids":["https://openalex.org/I154757721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022093085","display_name":"Emmanouil Skondras","orcid":null},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Emmanouil Skondras","raw_affiliation_strings":["Department of Informatics, University of Piraeus, Piraeus, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Piraeus, Piraeus, Greece","institution_ids":["https://openalex.org/I154757721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094209810","display_name":"Christos Hitiris","orcid":null},"institutions":[{"id":"https://openalex.org/I89506807","display_name":"University of Western Macedonia","ror":"https://ror.org/00a5pe906","country_code":"GR","type":"education","lineage":["https://openalex.org/I89506807"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Christos Hitiris","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Western Macedonia, Kozani, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Western Macedonia, Kozani, Greece","institution_ids":["https://openalex.org/I89506807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094209811","display_name":"Cleopatra Gkola","orcid":null},"institutions":[{"id":"https://openalex.org/I89506807","display_name":"University of Western Macedonia","ror":"https://ror.org/00a5pe906","country_code":"GR","type":"education","lineage":["https://openalex.org/I89506807"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Cleopatra Gkola","raw_affiliation_strings":["Department of Informatics, University of Western Macedonia, Kastoria, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Western Macedonia, Kastoria, Greece","institution_ids":["https://openalex.org/I89506807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083043507","display_name":"Ioannis Papapanagiotou","orcid":"https://orcid.org/0000-0003-0907-2580"},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis S. Papapanagiotou","raw_affiliation_strings":["Department of Informatics, University of Piraeus, Piraeus, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Piraeus, Piraeus, Greece","institution_ids":["https://openalex.org/I154757721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078858874","display_name":"Dimitrios J. Vergados","orcid":"https://orcid.org/0000-0003-3918-5236"},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]},{"id":"https://openalex.org/I89506807","display_name":"University of Western Macedonia","ror":"https://ror.org/00a5pe906","country_code":"GR","type":"education","lineage":["https://openalex.org/I89506807"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitrios J. Vergados","raw_affiliation_strings":["Department of Informatics, University of Piraeus, Piraeus, Greece","Department of Informatics, University of Western Macedonia, Kastoria, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Piraeus, Piraeus, Greece","institution_ids":["https://openalex.org/I154757721"]},{"raw_affiliation_string":"Department of Informatics, University of Western Macedonia, Kastoria, Greece","institution_ids":["https://openalex.org/I89506807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098694918","display_name":"Georgia Fasoula","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108479","display_name":"Space Hellas (Greece)","ror":"https://ror.org/01nx9mw61","country_code":"GR","type":"company","lineage":["https://openalex.org/I4210108479"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Georgia Fasoula","raw_affiliation_strings":["Internet Business Hellas, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Internet Business Hellas, Athens, Greece","institution_ids":["https://openalex.org/I4210108479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094209813","display_name":"Stratos Koumantakis","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106481","display_name":"Hellenic Agency for Local Development and Local Government","ror":"https://ror.org/0126xra53","country_code":"GR","type":"government","lineage":["https://openalex.org/I4210106481"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Stratos Koumantakis","raw_affiliation_strings":["MAS S.A., Athens, Greece"],"affiliations":[{"raw_affiliation_string":"MAS S.A., Athens, Greece","institution_ids":["https://openalex.org/I4210106481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066557896","display_name":"Angelos Michalas","orcid":"https://orcid.org/0000-0003-1935-4055"},"institutions":[{"id":"https://openalex.org/I89506807","display_name":"University of Western Macedonia","ror":"https://ror.org/00a5pe906","country_code":"GR","type":"education","lineage":["https://openalex.org/I89506807"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Angelos Michalas","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Western Macedonia, Kozani, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Western Macedonia, Kozani, Greece","institution_ids":["https://openalex.org/I89506807"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058708821","display_name":"Dimitrios D. Vergados","orcid":"https://orcid.org/0000-0002-9436-0108"},"institutions":[{"id":"https://openalex.org/I89506807","display_name":"University of Western Macedonia","ror":"https://ror.org/00a5pe906","country_code":"GR","type":"education","lineage":["https://openalex.org/I89506807"]},{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitrios D. Vergados","raw_affiliation_strings":["Department of Informatics, University of Piraeus, Piraeus, Greece","Department of Informatics, University of Western Macedonia, Kastoria, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Piraeus, Piraeus, Greece","institution_ids":["https://openalex.org/I154757721"]},{"raw_affiliation_string":"Department of Informatics, University of Western Macedonia, Kastoria, Greece","institution_ids":["https://openalex.org/I89506807"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5058465782"],"corresponding_institution_ids":["https://openalex.org/I154757721"],"apc_list":null,"apc_paid":null,"fwci":3.4291,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.91546067,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"82","last_page":"96"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9006999731063843,"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"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9006999731063843,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.8121052384376526},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6882128715515137},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6538628935813904},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5314817428588867},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42397499084472656},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40852653980255127},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4051768183708191},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40013253688812256},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3429034650325775},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1638769805431366}],"concepts":[{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.8121052384376526},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6882128715515137},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6538628935813904},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5314817428588867},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42397499084472656},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40852653980255127},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4051768183708191},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40013253688812256},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3429034650325775},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1638769805431366},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-58053-6_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-58053-6_6","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1510315356","https://openalex.org/W1554190159","https://openalex.org/W2296223440","https://openalex.org/W3090586341","https://openalex.org/W3111590410","https://openalex.org/W3163878583","https://openalex.org/W4213418104","https://openalex.org/W4310494058","https://openalex.org/W4384701035"],"related_works":["https://openalex.org/W3176621072","https://openalex.org/W4298130764","https://openalex.org/W2804364458","https://openalex.org/W2132641928","https://openalex.org/W4310225030","https://openalex.org/W2995475466","https://openalex.org/W2090259340","https://openalex.org/W2356785732","https://openalex.org/W2393816671","https://openalex.org/W2158836806"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
