{"id":"https://openalex.org/W2911966664","doi":"https://doi.org/10.1007/978-3-030-10997-4","title":"Machine Learning and Knowledge Discovery in Databases","display_name":"Machine Learning and Knowledge Discovery in Databases","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2911966664","doi":"https://doi.org/10.1007/978-3-030-10997-4","mag":"2911966664"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-10997-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-10997-4","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"},"type":"book","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":null,"display_name":"ECML PKDD 2018 Dublin","orcid":null},"institutions":[{"id":"https://openalex.org/I113456305","display_name":"Leuphana University of L\u00fcneburg","ror":"https://ror.org/02w2y2t16","country_code":"DE","type":"education","lineage":["https://openalex.org/I113456305"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"ECML PKDD 2018 Dublin","raw_affiliation_strings":["Leuphana University, L\u00fcneburg, Germany"],"affiliations":[{"raw_affiliation_string":"Leuphana University, L\u00fcneburg, Germany","institution_ids":["https://openalex.org/I113456305"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049583553","display_name":"Ulf Brefeld","orcid":"https://orcid.org/0000-0001-9600-6463"},"institutions":[{"id":"https://openalex.org/I188760350","display_name":"Ollscoil na Gaillimhe \u2013 University of Galway","ror":"https://ror.org/03bea9k73","country_code":"IE","type":"education","lineage":["https://openalex.org/I188760350"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Brefeld, Ulf 1973-","raw_affiliation_strings":["National University of Ireland, Galway, Ireland"],"affiliations":[{"raw_affiliation_string":"National University of Ireland, Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027850521","display_name":"Edward Curry","orcid":"https://orcid.org/0000-0001-8236-6433"},"institutions":[{"id":"https://openalex.org/I4210145784","display_name":"IBM Research - Ireland","ror":"https://ror.org/04jnxr720","country_code":"IE","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210145784"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Curry, Edward","raw_affiliation_strings":["IBM Research - Ireland, Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"IBM Research - Ireland, Dublin, Ireland","institution_ids":["https://openalex.org/I4210145784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029550449","display_name":"Elizabeth Daly","orcid":"https://orcid.org/0000-0003-0162-3683"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Daly, Elizabeth","raw_affiliation_strings":["University College Dublin, Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084251444","display_name":"Brian Mac Namee","orcid":"https://orcid.org/0000-0003-2518-0274"},"institutions":[{"id":"https://openalex.org/I4210105201","display_name":"Nokia (Ireland)","ror":"https://ror.org/01dcaj468","country_code":"IE","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I4210105201"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"MacNamee, Brian 1978-","raw_affiliation_strings":["Nokia (Ireland), Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"Nokia (Ireland), Dublin, Ireland","institution_ids":["https://openalex.org/I4210105201"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028592413","display_name":"Alice Marascu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210094608","display_name":"Vodafone (Italy)","ror":"https://ror.org/009hdbz24","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210094608","https://openalex.org/I74316835"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marascu, Alice","raw_affiliation_strings":["Vodafone, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Vodafone, Milan, Italy","institution_ids":["https://openalex.org/I4210094608"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036237095","display_name":"Fabio Pinelli","orcid":"https://orcid.org/0000-0003-1058-6917"},"institutions":[{"id":"https://openalex.org/I4210145784","display_name":"IBM Research - Ireland","ror":"https://ror.org/04jnxr720","country_code":"IE","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210145784"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Pinelli, Fabio","raw_affiliation_strings":["IBM Research - Ireland, Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"IBM Research - Ireland, Dublin, Ireland","institution_ids":["https://openalex.org/I4210145784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031000631","display_name":"Michele Berlingerio","orcid":null},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Berlingerio, Michele","raw_affiliation_strings":["University College Dublin, Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084111561","display_name":"Neil Hurley","orcid":"https://orcid.org/0000-0001-8428-2866"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hurley, Neil","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I113456305"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.8171,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.7847769,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9423999786376953,"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":0.9423999786376953,"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":0.8500136137008667},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.631232738494873},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5874115824699402},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5557882189750671},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4703170359134674},{"id":"https://openalex.org/keywords/cover","display_name":"Cover (algebra)","score":0.41861361265182495}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8500136137008667},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.631232738494873},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5874115824699402},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5557882189750671},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4703170359134674},{"id":"https://openalex.org/C2780428219","wikidata":"https://www.wikidata.org/wiki/Q16952335","display_name":"Cover (algebra)","level":2,"score":0.41861361265182495},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/978-3-030-10997-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-10997-4","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"},{"id":"pmh:oai:pure.leuphana.de:openaire_cris_publications/4b6315b6-e63d-4fed-99eb-4b996aa1b87e","is_oa":false,"landing_page_url":"http://fis.leuphana.de/de/publications/foreword-to-applied-data-science-demo-and-nectar-tracks(4b6315b6-e63d-4fed-99eb-4b996aa1b87e).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400489","display_name":"Multilingual Matters (Channel View Publications)","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Brefeld, U, Curry, E, Daly, E, Macnamee, B, Marascu, A & Pinelli, F 2019, Foreword to applied data science, demo, and nectar tracks. in U Brefeld, E Curry, E Daly, B Macnamee, A Marascu & F Pinelli (eds), Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2018, Dublin, Ireland, September 10-14, 2018 : proceedings. vol. 3, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11053, Springer Verlag, Cham, pp. V-VI, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - ECML PKDD 2018, Dublin, Ireland, 10.09.18. https://doi.org/10.1007/978-3-030-10997-4","raw_type":"info:eu-repo/semantics/other"},{"id":"pmh:oai:pure.leuphana.de:openaire_cris_publications/fe3cdb99-8b9f-471d-92fa-9f6326c0d6c9","is_oa":false,"landing_page_url":"http://fis.leuphana.de/de/publications/machine-learning-and-knowledge-discovery-in-databases(fe3cdb99-8b9f-471d-92fa-9f6326c0d6c9).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400489","display_name":"Multilingual Matters (Channel View Publications)","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Brefeld, U, Curry , E, Daly, E, MacNamee, B, Marascu, A, Pinelli , F, Berlingerio, M & Hurley, N (eds) 2019, Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2018, Dublin, Ireland, September 10-14, 2018, Proceedings - Part III. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11054 LNAI, vol. 11053, Springer Verlag, Cham. https://doi.org/10.1007/978-3-030-10997-4","raw_type":"info:eu-repo/semantics/other"},{"id":"pmh:oai:pure.leuphana.de:publications/4b6315b6-e63d-4fed-99eb-4b996aa1b87e","is_oa":false,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85061121810&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306400489","display_name":"Multilingual Matters (Channel View Publications)","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Brefeld, U, Curry, E, Daly, E, Macnamee, B, Marascu, A & Pinelli, F 2019, Foreword to applied data science, demo, and nectar tracks. in U Brefeld, E Curry, E Daly, B Macnamee, A Marascu & F Pinelli (eds), Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2018, Dublin, Ireland, September 10-14, 2018 : proceedings. vol. 3, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11053, Springer Verlag, Cham, pp. V-VI, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - ECML PKDD 2018, Dublin, Ireland, 10.09.18. https://doi.org/10.1007/978-3-030-10997-4","raw_type":"info:eu-repo/semantics/other"},{"id":"pmh:oai:pure.leuphana.de:publications/fe3cdb99-8b9f-471d-92fa-9f6326c0d6c9","is_oa":false,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85063427369&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306400489","display_name":"Multilingual Matters (Channel View Publications)","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Brefeld, U, Curry , E, Daly, E, MacNamee, B, Marascu, A, Pinelli , F, Berlingerio, M & Hurley, N (eds) 2019, Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2018, Dublin, Ireland, September 10-14, 2018, Proceedings - Part III. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11054 LNAI, vol. 11053, Springer Verlag, Cham. https://doi.org/10.1007/978-3-030-10997-4","raw_type":"info:eu-repo/semantics/other"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2767146206","https://openalex.org/W2787333653","https://openalex.org/W2797328537","https://openalex.org/W2810868855","https://openalex.org/W2819321284","https://openalex.org/W2854688924","https://openalex.org/W2883483516","https://openalex.org/W2883535494","https://openalex.org/W2890144360","https://openalex.org/W2898308944","https://openalex.org/W2908960445","https://openalex.org/W2909611215","https://openalex.org/W2910375054","https://openalex.org/W2910430594","https://openalex.org/W2910965336","https://openalex.org/W2912255742","https://openalex.org/W2912503562","https://openalex.org/W2913236251","https://openalex.org/W2913413968","https://openalex.org/W2913568905","https://openalex.org/W2914909784","https://openalex.org/W2962930338","https://openalex.org/W2963849190"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3209574120","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-25T23:56:10.502304","created_date":"2019-02-21T00:00:00"}
