{"id":"https://openalex.org/W2811152574","doi":"https://doi.org/10.1007/978-3-319-94030-4_1","title":"Machine Learning Paradigms: Advances in Data Analytics","display_name":"Machine Learning Paradigms: Advances in Data Analytics","publication_year":2018,"publication_date":"2018-07-03","ids":{"openalex":"https://openalex.org/W2811152574","doi":"https://doi.org/10.1007/978-3-319-94030-4_1","mag":"2811152574"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-94030-4_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-94030-4_1","pdf_url":null,"source":{"id":"https://openalex.org/S4210212400","display_name":"Intelligent systems reference library","issn_l":"1868-4394","issn":["1868-4394","1868-4408"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Systems Reference Library","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/A5001264416","display_name":"George A. Tsihrintzis","orcid":"https://orcid.org/0000-0002-2716-4035"},"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":"George A. Tsihrintzis","raw_affiliation_strings":["University of Piraeus , Piraeus, Greece","University of Piraeus, Piraeus, Greece"],"affiliations":[{"raw_affiliation_string":"University of Piraeus , Piraeus, Greece","institution_ids":["https://openalex.org/I154757721"]},{"raw_affiliation_string":"University of Piraeus, Piraeus, Greece","institution_ids":["https://openalex.org/I154757721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006909080","display_name":"Dionisios N. Sotiropoulos","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":"Dionisios N. Sotiropoulos","raw_affiliation_strings":["University of Piraeus , Piraeus, Greece","University of Piraeus, Piraeus, Greece"],"affiliations":[{"raw_affiliation_string":"University of Piraeus , Piraeus, Greece","institution_ids":["https://openalex.org/I154757721"]},{"raw_affiliation_string":"University of Piraeus, Piraeus, Greece","institution_ids":["https://openalex.org/I154757721"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055416007","display_name":"Lakhmi C. Jain","orcid":"https://orcid.org/0000-0001-6176-3739"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Lakhmi C. Jain","raw_affiliation_strings":["Faculty of Engineering and Information Technology, Centre for Artificial Intelligence, University of Technology, Sydney, New South Wales, Australia","University of Canberra, Canberra, Australia","University of Technology Sydney, Broadway, Australia"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Information Technology, Centre for Artificial Intelligence, University of Technology, Sydney, New South Wales, Australia","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"University of Canberra, Canberra, Australia","institution_ids":["https://openalex.org/I188329596"]},{"raw_affiliation_string":"University of Technology Sydney, Broadway, Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5001264416"],"corresponding_institution_ids":["https://openalex.org/I154757721"],"apc_list":null,"apc_paid":null,"fwci":4.622,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.96372942,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9937000274658203,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9937000274658203,"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9714999794960022,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/data-science","display_name":"Data science","score":0.7468125224113464},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.7217341661453247},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6384223699569702},{"id":"https://openalex.org/keywords/cultural-analytics","display_name":"Cultural analytics","score":0.6344742774963379},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6100385785102844},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.5656542181968689},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.519018292427063},{"id":"https://openalex.org/keywords/software-analytics","display_name":"Software analytics","score":0.48189812898635864},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.4496864378452301},{"id":"https://openalex.org/keywords/business-analytics","display_name":"Business analytics","score":0.44943323731422424},{"id":"https://openalex.org/keywords/semantic-analytics","display_name":"Semantic analytics","score":0.3502366542816162},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.24504458904266357},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.19963619112968445},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.12899720668792725},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.10976016521453857},{"id":"https://openalex.org/keywords/business-model","display_name":"Business model","score":0.10829094052314758},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.08430883288383484}],"concepts":[{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7468125224113464},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.7217341661453247},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6384223699569702},{"id":"https://openalex.org/C545860419","wikidata":"https://www.wikidata.org/wiki/Q5193251","display_name":"Cultural analytics","level":5,"score":0.6344742774963379},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6100385785102844},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.5656542181968689},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.519018292427063},{"id":"https://openalex.org/C171981572","wikidata":"https://www.wikidata.org/wiki/Q7554239","display_name":"Software analytics","level":5,"score":0.48189812898635864},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.4496864378452301},{"id":"https://openalex.org/C37952496","wikidata":"https://www.wikidata.org/wiki/Q5001829","display_name":"Business analytics","level":4,"score":0.44943323731422424},{"id":"https://openalex.org/C148792806","wikidata":"https://www.wikidata.org/wiki/Q7449046","display_name":"Semantic analytics","level":4,"score":0.3502366542816162},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24504458904266357},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.19963619112968445},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.12899720668792725},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.10976016521453857},{"id":"https://openalex.org/C4216890","wikidata":"https://www.wikidata.org/wiki/Q815823","display_name":"Business model","level":2,"score":0.10829094052314758},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.08430883288383484},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.0},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"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/C130436687","wikidata":"https://www.wikidata.org/wiki/Q7978591","display_name":"Web modeling","level":3,"score":0.0},{"id":"https://openalex.org/C189076506","wikidata":"https://www.wikidata.org/wiki/Q1518232","display_name":"Business analysis","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-94030-4_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-94030-4_1","pdf_url":null,"source":{"id":"https://openalex.org/S4210212400","display_name":"Intelligent systems reference library","issn_l":"1868-4394","issn":["1868-4394","1868-4408"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Systems Reference Library","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2782476350","https://openalex.org/W2786224651","https://openalex.org/W4256084641"],"related_works":["https://openalex.org/W4297125457","https://openalex.org/W3033964479","https://openalex.org/W2413477332","https://openalex.org/W2061916519","https://openalex.org/W2610964225","https://openalex.org/W306541146","https://openalex.org/W2488902537","https://openalex.org/W4200482797","https://openalex.org/W2485473344","https://openalex.org/W3020883403"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
