{"id":"https://openalex.org/W3168838370","doi":"https://doi.org/10.1007/978-3-030-10928-8","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/W3168838370","doi":"https://doi.org/10.1007/978-3-030-10928-8","mag":"3168838370"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-10928-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-10928-8","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/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":true,"raw_author_name":"ECML PKDD 2018 Dublin","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/I134940468","display_name":"Institute for Scientific Interchange","ror":"https://ror.org/00te2x188","country_code":"IT","type":"facility","lineage":["https://openalex.org/I134940468"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Berlingerio, Michele","raw_affiliation_strings":["Institute for Scientific Interchange, Turin, Italy"],"affiliations":[{"raw_affiliation_string":"Institute for Scientific Interchange, Turin, Italy","institution_ids":["https://openalex.org/I134940468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022272025","display_name":"Francesco Bonchi","orcid":"https://orcid.org/0000-0001-9464-8315"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bonchi, Francesco","raw_affiliation_strings":["University of Nottingham, Nottingham, UK"],"affiliations":[{"raw_affiliation_string":"University of Nottingham, Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025793777","display_name":"Thomas G\u00e4rtner","orcid":"https://orcid.org/0000-0001-5985-9213"},"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":"G\u00e4rtner, Thomas","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/A5084111561","display_name":"Neil Hurley","orcid":"https://orcid.org/0000-0001-8428-2866"},"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":"Hurley, Neil","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/A5054845773","display_name":"Georgiana Ifrim","orcid":"https://orcid.org/0000-0002-8400-2972"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ifrim, Georgiana","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210145784"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":4.6305,"has_fulltext":false,"cited_by_count":84,"citation_normalized_percentile":{"value":0.95905512,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"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":0.855774998664856},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.6451249122619629},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5821874141693115},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5393663644790649},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4600951075553894},{"id":"https://openalex.org/keywords/cover","display_name":"Cover (algebra)","score":0.43064138293266296},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.41521188616752625},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4136284291744232}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.855774998664856},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.6451249122619629},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5821874141693115},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5393663644790649},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4600951075553894},{"id":"https://openalex.org/C2780428219","wikidata":"https://www.wikidata.org/wiki/Q16952335","display_name":"Cover (algebra)","level":2,"score":0.43064138293266296},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.41521188616752625},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4136284291744232},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-10928-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-10928-8","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2787333653","https://openalex.org/W2797328537","https://openalex.org/W2819321284","https://openalex.org/W2854688924","https://openalex.org/W2883483516","https://openalex.org/W2890144360","https://openalex.org/W2898308944","https://openalex.org/W2908960445","https://openalex.org/W2909149126","https://openalex.org/W2909440372","https://openalex.org/W2909611215","https://openalex.org/W2910174486","https://openalex.org/W2910199111","https://openalex.org/W2910375054","https://openalex.org/W2910430594","https://openalex.org/W2910563702","https://openalex.org/W2910862194","https://openalex.org/W2910876341","https://openalex.org/W2910965336","https://openalex.org/W2962930338","https://openalex.org/W2963849190","https://openalex.org/W3103233276"],"related_works":["https://openalex.org/W623607250","https://openalex.org/W4245429118","https://openalex.org/W4245505501","https://openalex.org/W4375867731","https://openalex.org/W2921334381","https://openalex.org/W4255529442","https://openalex.org/W4212927854","https://openalex.org/W1545246811","https://openalex.org/W4236448199","https://openalex.org/W4383877548"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":19},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3}],"updated_date":"2026-03-25T23:56:10.502304","created_date":"2021-06-22T00:00:00"}