{"id":"https://openalex.org/W2919502706","doi":"https://doi.org/10.1007/s10844-019-00549-w","title":"Ensembles of density estimators for positive-unlabeled learning","display_name":"Ensembles of density estimators for positive-unlabeled learning","publication_year":2019,"publication_date":"2019-03-01","ids":{"openalex":"https://openalex.org/W2919502706","doi":"https://doi.org/10.1007/s10844-019-00549-w","mag":"2919502706"},"language":"en","primary_location":{"id":"doi:10.1007/s10844-019-00549-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10844-019-00549-w","pdf_url":null,"source":{"id":"https://openalex.org/S36033921","display_name":"Journal of Intelligent Information Systems","issn_l":"0925-9902","issn":["0925-9902","1573-7675"],"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":"Journal of Intelligent Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11586/236580","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073443868","display_name":"Teresa M. A. Basile","orcid":"https://orcid.org/0000-0003-4558-3249"},"institutions":[{"id":"https://openalex.org/I160013858","display_name":"Istituto Nazionale di Fisica Nucleare","ror":"https://ror.org/005ta0471","country_code":"IT","type":"government","lineage":["https://openalex.org/I160013858"]},{"id":"https://openalex.org/I4210112283","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Bari","ror":"https://ror.org/022hq6c49","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210112283"]},{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"T. M. A. Basile","raw_affiliation_strings":["Department of Physics, University of Bari \u201cAldo Moro\u201d, Bari, Italy","National Institute for Nuclear Physics (INFN), Bari Division, Bari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics, University of Bari \u201cAldo Moro\u201d, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]},{"raw_affiliation_string":"National Institute for Nuclear Physics (INFN), Bari Division, Bari, Italy","institution_ids":["https://openalex.org/I160013858","https://openalex.org/I4210112283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047232379","display_name":"Nicola Di Mauro","orcid":"https://orcid.org/0000-0002-5858-1931"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"N. Di Mauro","raw_affiliation_strings":["Department of Computer Science, University of Bari \u201cAldo Moro\u201d, Bari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Bari \u201cAldo Moro\u201d, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035635558","display_name":"Floriana Esposito","orcid":"https://orcid.org/0000-0002-1075-3239"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"F. Esposito","raw_affiliation_strings":["Department of Computer Science, University of Bari \u201cAldo Moro\u201d, Bari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Bari \u201cAldo Moro\u201d, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068783500","display_name":"Stefano Ferilli","orcid":"https://orcid.org/0000-0003-1118-0601"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"S. Ferilli","raw_affiliation_strings":["Department of Computer Science, University of Bari \u201cAldo Moro\u201d, Bari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Bari \u201cAldo Moro\u201d, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069110696","display_name":"Antonio Vergari","orcid":"https://orcid.org/0000-0003-0036-5678"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"A. Vergari","raw_affiliation_strings":["Department of Computer Science, University of Bari \u201cAldo Moro\u201d, Bari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Bari \u201cAldo Moro\u201d, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5047232379"],"corresponding_institution_ids":["https://openalex.org/I5561750"],"apc_list":{"value":3090,"currency":"USD","value_usd":3090},"apc_paid":null,"fwci":0.6382,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.76654802,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"53","issue":"2","first_page":"199","last_page":"217"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9998000264167786,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9998000264167786,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9926000237464905,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9884999990463257,"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":0.8141785860061646},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.776779055595398},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.7458585500717163},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.701924204826355},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6558002233505249},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6382715702056885},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6346525549888611},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.6164419054985046},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.6099183559417725},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.568997323513031},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5632175207138062},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5385187268257141},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.5052188038825989},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3289869725704193},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11805728077888489},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.10066592693328857},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09229493141174316}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8141785860061646},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.776779055595398},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.7458585500717163},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.701924204826355},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6558002233505249},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6382715702056885},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6346525549888611},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.6164419054985046},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.6099183559417725},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.568997323513031},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5632175207138062},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5385187268257141},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.5052188038825989},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3289869725704193},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11805728077888489},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.10066592693328857},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09229493141174316},{"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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10844-019-00549-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10844-019-00549-w","pdf_url":null,"source":{"id":"https://openalex.org/S36033921","display_name":"Journal of Intelligent Information Systems","issn_l":"0925-9902","issn":["0925-9902","1573-7675"],"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":"Journal of Intelligent Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:ricerca.uniba.it:11586/236580","is_oa":true,"landing_page_url":"http://hdl.handle.net/11586/236580","pdf_url":null,"source":{"id":"https://openalex.org/S4377196296","display_name":"CINECA IRIS Institutional Research Information System (University of Bari Aldo Moro)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5561750","host_organization_name":"University of Bari Aldo Moro","host_organization_lineage":["https://openalex.org/I5561750"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:ricerca.uniba.it:11586/236580","is_oa":true,"landing_page_url":"http://hdl.handle.net/11586/236580","pdf_url":null,"source":{"id":"https://openalex.org/S4377196296","display_name":"CINECA IRIS Institutional Research Information System (University of Bari Aldo Moro)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5561750","host_organization_name":"University of Bari Aldo Moro","host_organization_lineage":["https://openalex.org/I5561750"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.7900000214576721,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W22461475","https://openalex.org/W206906224","https://openalex.org/W1480376833","https://openalex.org/W1497303847","https://openalex.org/W1500690868","https://openalex.org/W1511986666","https://openalex.org/W1593505700","https://openalex.org/W1817561967","https://openalex.org/W1861993554","https://openalex.org/W1964821516","https://openalex.org/W1970088130","https://openalex.org/W1980452149","https://openalex.org/W2008906462","https://openalex.org/W2012914116","https://openalex.org/W2016210016","https://openalex.org/W2038553416","https://openalex.org/W2059733647","https://openalex.org/W2100495367","https://openalex.org/W2108693588","https://openalex.org/W2118247228","https://openalex.org/W2118585731","https://openalex.org/W2122646361","https://openalex.org/W2123958887","https://openalex.org/W2124431629","https://openalex.org/W2132870739","https://openalex.org/W2134269391","https://openalex.org/W2134510195","https://openalex.org/W2143687373","https://openalex.org/W2151967264","https://openalex.org/W2163166770","https://openalex.org/W2166452903","https://openalex.org/W2170283814","https://openalex.org/W2185155982","https://openalex.org/W2196348858","https://openalex.org/W2243213007","https://openalex.org/W2296988146","https://openalex.org/W2511534620","https://openalex.org/W2616198738","https://openalex.org/W2781363082","https://openalex.org/W2787894218","https://openalex.org/W2790468681","https://openalex.org/W2963458184","https://openalex.org/W3101213140","https://openalex.org/W3103408694","https://openalex.org/W4236354166","https://openalex.org/W4248625988","https://openalex.org/W4285719527","https://openalex.org/W6608429153","https://openalex.org/W6630033975","https://openalex.org/W6638419348","https://openalex.org/W6677656871","https://openalex.org/W6684031858","https://openalex.org/W6686036608","https://openalex.org/W6751661959","https://openalex.org/W7056239316"],"related_works":["https://openalex.org/W2093104230","https://openalex.org/W3014948380","https://openalex.org/W2729514902","https://openalex.org/W2024160000","https://openalex.org/W2773500201","https://openalex.org/W2061273563","https://openalex.org/W2285052147","https://openalex.org/W4378711654","https://openalex.org/W2770426046","https://openalex.org/W1576360539"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2019-03-11T00:00:00"}
