{"id":"https://openalex.org/W1834446384","doi":"https://doi.org/10.1007/978-3-642-24443-8_16","title":"Predicting Evasion Candidates in Higher Education Institutions","display_name":"Predicting Evasion Candidates in Higher Education Institutions","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W1834446384","doi":"https://doi.org/10.1007/978-3-642-24443-8_16","mag":"1834446384"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-24443-8_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-24443-8_16","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-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/A5015555117","display_name":"Remis Balaniuk","orcid":"https://orcid.org/0000-0001-7442-2423"},"institutions":[{"id":"https://openalex.org/I24871856","display_name":"Universidade Cat\u00f3lica de Bras\u00edlia","ror":"https://ror.org/0058wy590","country_code":"BR","type":"education","lineage":["https://openalex.org/I24871856"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Remis Balaniuk","raw_affiliation_strings":["Graduate Program on Knowledge and IT Management, Catholic University of Brasilia, SGAN 916 Avenida W5, 70790-160, Bras\u00edlia, DF, Brazil"],"affiliations":[{"raw_affiliation_string":"Graduate Program on Knowledge and IT Management, Catholic University of Brasilia, SGAN 916 Avenida W5, 70790-160, Bras\u00edlia, DF, Brazil","institution_ids":["https://openalex.org/I24871856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021640123","display_name":"H\u00e9rcules Ant\u00f4nio do Prado","orcid":"https://orcid.org/0000-0002-8375-0899"},"institutions":[{"id":"https://openalex.org/I199691007","display_name":"Brazilian Agricultural Research Corporation","ror":"https://ror.org/0482b5b22","country_code":"BR","type":"government","lineage":["https://openalex.org/I199691007"]},{"id":"https://openalex.org/I24871856","display_name":"Universidade Cat\u00f3lica de Bras\u00edlia","ror":"https://ror.org/0058wy590","country_code":"BR","type":"education","lineage":["https://openalex.org/I24871856"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Hercules Antonio do Prado","raw_affiliation_strings":["Embrapa - Management andStrategySecretariat, Parque Esta\u00e7\u00e3o Biol\u00f3gica - PqEB s/n\u00b0, 70770-90, Bras\u00edlia, DF, Brazil","Graduate Program on Knowledge and IT Management, Catholic University of Brasilia, SGAN 916 Avenida W5, 70790-160, Bras\u00edlia, DF, Brazil"],"affiliations":[{"raw_affiliation_string":"Embrapa - Management andStrategySecretariat, Parque Esta\u00e7\u00e3o Biol\u00f3gica - PqEB s/n\u00b0, 70770-90, Bras\u00edlia, DF, Brazil","institution_ids":["https://openalex.org/I199691007"]},{"raw_affiliation_string":"Graduate Program on Knowledge and IT Management, Catholic University of Brasilia, SGAN 916 Avenida W5, 70790-160, Bras\u00edlia, DF, Brazil","institution_ids":["https://openalex.org/I24871856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109886854","display_name":"R. Guadagnin","orcid":null},"institutions":[{"id":"https://openalex.org/I24871856","display_name":"Universidade Cat\u00f3lica de Bras\u00edlia","ror":"https://ror.org/0058wy590","country_code":"BR","type":"education","lineage":["https://openalex.org/I24871856"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Renato da Veiga Guadagnin","raw_affiliation_strings":["Graduate Program on Knowledge and IT Management, Catholic University of Brasilia, SGAN 916 Avenida W5, 70790-160, Bras\u00edlia, DF, Brazil"],"affiliations":[{"raw_affiliation_string":"Graduate Program on Knowledge and IT Management, Catholic University of Brasilia, SGAN 916 Avenida W5, 70790-160, Bras\u00edlia, DF, Brazil","institution_ids":["https://openalex.org/I24871856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049177751","display_name":"Ed\u00edlson Ferneda","orcid":"https://orcid.org/0000-0003-4164-5828"},"institutions":[{"id":"https://openalex.org/I24871856","display_name":"Universidade Cat\u00f3lica de Bras\u00edlia","ror":"https://ror.org/0058wy590","country_code":"BR","type":"education","lineage":["https://openalex.org/I24871856"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Edilson Ferneda","raw_affiliation_strings":["Graduate Program on Knowledge and IT Management, Catholic University of Brasilia, SGAN 916 Avenida W5, 70790-160, Bras\u00edlia, DF, Brazil"],"affiliations":[{"raw_affiliation_string":"Graduate Program on Knowledge and IT Management, Catholic University of Brasilia, SGAN 916 Avenida W5, 70790-160, Bras\u00edlia, DF, Brazil","institution_ids":["https://openalex.org/I24871856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022082059","display_name":"Paulo Roberto Cobbe","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138102","display_name":"University Center of Bras\u00edlia","ror":"https://ror.org/045mkqe52","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210138102"]},{"id":"https://openalex.org/I24871856","display_name":"Universidade Cat\u00f3lica de Bras\u00edlia","ror":"https://ror.org/0058wy590","country_code":"BR","type":"education","lineage":["https://openalex.org/I24871856"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Paulo Roberto Cobbe","raw_affiliation_strings":["Graduate Program on Knowledge and IT Management, Catholic University of Brasilia, SGAN 916 Avenida W5, 70790-160, Bras\u00edlia, DF, Brazil","Information Technology Department, UniCEUB College, SEPN 707/907 Campus do UniCEUB - Bloco 1, 70790-075, Bras\u00edlia, DF, Brazil"],"affiliations":[{"raw_affiliation_string":"Graduate Program on Knowledge and IT Management, Catholic University of Brasilia, SGAN 916 Avenida W5, 70790-160, Bras\u00edlia, DF, Brazil","institution_ids":["https://openalex.org/I24871856"]},{"raw_affiliation_string":"Information Technology Department, UniCEUB College, SEPN 707/907 Campus do UniCEUB - Bloco 1, 70790-075, Bras\u00edlia, DF, Brazil","institution_ids":["https://openalex.org/I4210138102"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5015555117"],"corresponding_institution_ids":["https://openalex.org/I24871856"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.17350764,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"143","last_page":"151"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.996399998664856,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.996399998664856,"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"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.995199978351593,"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/T11122","display_name":"Online Learning and Analytics","score":0.9725000262260437,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/evasion","display_name":"Evasion (ethics)","score":0.9152014851570129},{"id":"https://openalex.org/keywords/graduation","display_name":"Graduation (instrument)","score":0.8795803785324097},{"id":"https://openalex.org/keywords/institution","display_name":"Institution","score":0.7816335558891296},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6716678142547607},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5738381743431091},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.5437530279159546},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4726371169090271},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.43135493993759155},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.4224857985973358},{"id":"https://openalex.org/keywords/host","display_name":"Host (biology)","score":0.413756787776947},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35958242416381836},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.3279099762439728},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.18215271830558777},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12328743934631348},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.12288373708724976}],"concepts":[{"id":"https://openalex.org/C2781251061","wikidata":"https://www.wikidata.org/wiki/Q5416089","display_name":"Evasion (ethics)","level":3,"score":0.9152014851570129},{"id":"https://openalex.org/C2779529714","wikidata":"https://www.wikidata.org/wiki/Q2632744","display_name":"Graduation (instrument)","level":2,"score":0.8795803785324097},{"id":"https://openalex.org/C2780510313","wikidata":"https://www.wikidata.org/wiki/Q178706","display_name":"Institution","level":2,"score":0.7816335558891296},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6716678142547607},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5738381743431091},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.5437530279159546},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4726371169090271},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.43135493993759155},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.4224857985973358},{"id":"https://openalex.org/C126831891","wikidata":"https://www.wikidata.org/wiki/Q221673","display_name":"Host (biology)","level":2,"score":0.413756787776947},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35958242416381836},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.3279099762439728},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.18215271830558777},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12328743934631348},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.12288373708724976},{"id":"https://openalex.org/C8891405","wikidata":"https://www.wikidata.org/wiki/Q1059","display_name":"Immune system","level":2,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-24443-8_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-24443-8_16","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-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1570448133","https://openalex.org/W2100483895","https://openalex.org/W2128967345","https://openalex.org/W2185854690","https://openalex.org/W2613161123","https://openalex.org/W2747485148","https://openalex.org/W2966207845","https://openalex.org/W4232093537"],"related_works":["https://openalex.org/W2377126482","https://openalex.org/W2939460163","https://openalex.org/W4312883327","https://openalex.org/W4312987116","https://openalex.org/W47045813","https://openalex.org/W4312251697","https://openalex.org/W4313128210","https://openalex.org/W4251896702","https://openalex.org/W4312814915","https://openalex.org/W4322098568"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}