{"id":"https://openalex.org/W3194043111","doi":"https://doi.org/10.1007/s10994-021-06042-2","title":"Special issue on feature engineering editorial","display_name":"Special issue on feature engineering editorial","publication_year":2021,"publication_date":"2021-08-06","ids":{"openalex":"https://openalex.org/W3194043111","doi":"https://doi.org/10.1007/s10994-021-06042-2","mag":"3194043111"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-021-06042-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-021-06042-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-021-06042-2.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s10994-021-06042-2.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085208338","display_name":"Tim Verdonck","orcid":"https://orcid.org/0000-0003-1105-2028"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Tim Verdonck","raw_affiliation_strings":["Department of Mathematics, University of Antwerp, Antwerp, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Antwerp, Antwerp, Belgium","institution_ids":["https://openalex.org/I149213910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081225515","display_name":"Bart Baesens","orcid":"https://orcid.org/0000-0002-5831-5668"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Bart Baesens","raw_affiliation_strings":["Faculty of Business and Economics, KU, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Faculty of Business and Economics, KU, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089062610","display_name":"Mar\u00eda \u00d3skarsd\u00f3ttir","orcid":"https://orcid.org/0000-0001-5095-5356"},"institutions":[{"id":"https://openalex.org/I123185442","display_name":"Reykjav\u00edk University","ror":"https://ror.org/05d2kyx68","country_code":"IS","type":"education","lineage":["https://openalex.org/I123185442"]}],"countries":["IS"],"is_corresponding":false,"raw_author_name":"Mar\u00eda \u00d3skarsd\u00f3ttir","raw_affiliation_strings":["Department of Computer Science, Reykjavik University, Reykjavik, Iceland"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Reykjavik University, Reykjavik, Iceland","institution_ids":["https://openalex.org/I123185442"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001193136","display_name":"Seppe vanden Broucke","orcid":"https://orcid.org/0000-0002-8781-3906"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Seppe vanden Broucke","raw_affiliation_strings":["Faculty of Economics and Business Administration, Ghent University, Ghent, Belgium"],"affiliations":[{"raw_affiliation_string":"Faculty of Economics and Business Administration, Ghent University, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5085208338"],"corresponding_institution_ids":["https://openalex.org/I149213910"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":9.7991,"has_fulltext":true,"cited_by_count":172,"citation_normalized_percentile":{"value":0.98449103,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"113","issue":"7","first_page":"3917","last_page":"3928"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9987000226974487,"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/T10028","display_name":"Topic Modeling","score":0.9987000226974487,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/feature","display_name":"Feature (linguistics)","score":0.6641751527786255},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5598945617675781},{"id":"https://openalex.org/keywords/feature-engineering","display_name":"Feature engineering","score":0.5416053533554077},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43117600679397583},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3846256732940674},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.07246777415275574},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.0719539225101471},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.06830549240112305}],"concepts":[{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6641751527786255},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5598945617675781},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.5416053533554077},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43117600679397583},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3846256732940674},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.07246777415275574},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.0719539225101471},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.06830549240112305}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s10994-021-06042-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-021-06042-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-021-06042-2.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/678112","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/678112","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Machine Learning, vol. 113 (7)","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:eprints.soton.ac.uk:451870","is_oa":true,"landing_page_url":"http://doi.org/10.1007/s10994-021-06042-2>).","pdf_url":"https://eprints.soton.ac.uk/451870/1/Editorial_Advances_in_Feature_Engineering.pdf","source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"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":"PeerReviewed"},{"id":"pmh:oai:archive.ugent.be:8751960","is_oa":false,"landing_page_url":"http://hdl.handle.net/1854/LU-8751960","pdf_url":null,"source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 1573-0565","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1007/s10994-021-06042-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-021-06042-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-021-06042-2.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3194043111.pdf","grobid_xml":"https://content.openalex.org/works/W3194043111.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W614715210","https://openalex.org/W1015675232","https://openalex.org/W1554829397","https://openalex.org/W1579838312","https://openalex.org/W1908728294","https://openalex.org/W2001706356","https://openalex.org/W2077575809","https://openalex.org/W2117228865","https://openalex.org/W2154851992","https://openalex.org/W2167312400","https://openalex.org/W2187089797","https://openalex.org/W2250539671","https://openalex.org/W2466279936","https://openalex.org/W2491146689","https://openalex.org/W2493916176","https://openalex.org/W2533288548","https://openalex.org/W2615973898","https://openalex.org/W2624431344","https://openalex.org/W2767544505","https://openalex.org/W2811507150","https://openalex.org/W2896796252","https://openalex.org/W2962739339","https://openalex.org/W2962756421","https://openalex.org/W2966207845","https://openalex.org/W2998019206","https://openalex.org/W3011013936","https://openalex.org/W3020873385","https://openalex.org/W3025891309","https://openalex.org/W3104097132","https://openalex.org/W3118316820","https://openalex.org/W3128602833","https://openalex.org/W3134588591","https://openalex.org/W3136214430","https://openalex.org/W3139278654","https://openalex.org/W3151644847","https://openalex.org/W3152893301","https://openalex.org/W3160668833","https://openalex.org/W3169437607","https://openalex.org/W3212405229","https://openalex.org/W3213134804","https://openalex.org/W4235019172","https://openalex.org/W4256243641","https://openalex.org/W4280490312","https://openalex.org/W6639055396","https://openalex.org/W6719736774","https://openalex.org/W6752867117"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2750075801","https://openalex.org/W3164948662","https://openalex.org/W4400413234","https://openalex.org/W3153597579","https://openalex.org/W4394398790","https://openalex.org/W4399455186"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":17},{"year":2025,"cited_by_count":85},{"year":2024,"cited_by_count":39},{"year":2023,"cited_by_count":25},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}
