{"id":"https://openalex.org/W1543348491","doi":"https://doi.org/10.1007/978-3-540-74825-0_6","title":"Tree Augmented Naive Bayes for Regression Using Mixtures of Truncated Exponentials: Application to Higher Education Management","display_name":"Tree Augmented Naive Bayes for Regression Using Mixtures of Truncated Exponentials: Application to Higher Education Management","publication_year":2007,"publication_date":"2007-08-21","ids":{"openalex":"https://openalex.org/W1543348491","doi":"https://doi.org/10.1007/978-3-540-74825-0_6","mag":"1543348491"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-74825-0_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-74825-0_6","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/A5030382432","display_name":"Antonio Fern\u00e1ndez","orcid":"https://orcid.org/0000-0002-4320-2409"},"institutions":[{"id":"https://openalex.org/I52354020","display_name":"University of Almer\u00eda","ror":"https://ror.org/003d3xx08","country_code":"ES","type":"education","lineage":["https://openalex.org/I52354020"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Antonio Fern\u00e1ndez","raw_affiliation_strings":["Department of Statistics and Applied Mathematics, University of Almer\u00eda, Carrera de Sacramento s/n, E-04120 Almer\u00eda, Spain","Department of Statistics and Applied Mathematics, University of Almeria, Almeria, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Statistics and Applied Mathematics, University of Almer\u00eda, Carrera de Sacramento s/n, E-04120 Almer\u00eda, Spain","institution_ids":["https://openalex.org/I52354020"]},{"raw_affiliation_string":"Department of Statistics and Applied Mathematics, University of Almeria, Almeria, Spain","institution_ids":["https://openalex.org/I52354020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076402685","display_name":"Mar\u00eda Morales","orcid":"https://orcid.org/0000-0002-5043-6684"},"institutions":[{"id":"https://openalex.org/I52354020","display_name":"University of Almer\u00eda","ror":"https://ror.org/003d3xx08","country_code":"ES","type":"education","lineage":["https://openalex.org/I52354020"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mar\u00eda Morales","raw_affiliation_strings":["Department of Statistics and Applied Mathematics, University of Almer\u00eda, Carrera de Sacramento s/n, E-04120 Almer\u00eda, Spain","Department of Statistics and Applied Mathematics, University of Almeria, Almeria, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Statistics and Applied Mathematics, University of Almer\u00eda, Carrera de Sacramento s/n, E-04120 Almer\u00eda, Spain","institution_ids":["https://openalex.org/I52354020"]},{"raw_affiliation_string":"Department of Statistics and Applied Mathematics, University of Almeria, Almeria, Spain","institution_ids":["https://openalex.org/I52354020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046555644","display_name":"Antonio Salmer\u00f3n","orcid":"https://orcid.org/0000-0003-4982-8725"},"institutions":[{"id":"https://openalex.org/I52354020","display_name":"University of Almer\u00eda","ror":"https://ror.org/003d3xx08","country_code":"ES","type":"education","lineage":["https://openalex.org/I52354020"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Antonio Salmer\u00f3n","raw_affiliation_strings":["Department of Statistics and Applied Mathematics, University of Almer\u00eda, Carrera de Sacramento s/n, E-04120 Almer\u00eda, Spain","Department of Statistics and Applied Mathematics, University of Almeria, Almeria, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Statistics and Applied Mathematics, University of Almer\u00eda, Carrera de Sacramento s/n, E-04120 Almer\u00eda, Spain","institution_ids":["https://openalex.org/I52354020"]},{"raw_affiliation_string":"Department of Statistics and Applied Mathematics, University of Almeria, Almeria, Spain","institution_ids":["https://openalex.org/I52354020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5030382432"],"corresponding_institution_ids":["https://openalex.org/I52354020"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.916,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.75769534,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"59","last_page":"69"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9988999962806702,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9988999962806702,"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/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9884999990463257,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.614517092704773},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6014257669448853},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.528769850730896},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.48105645179748535},{"id":"https://openalex.org/keywords/joint-probability-distribution","display_name":"Joint probability distribution","score":0.47299155592918396},{"id":"https://openalex.org/keywords/conditional-probability-distribution","display_name":"Conditional probability distribution","score":0.46726006269454956},{"id":"https://openalex.org/keywords/exponential-function","display_name":"Exponential function","score":0.46542829275131226},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.4455903172492981},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.4203658103942871},{"id":"https://openalex.org/keywords/exponential-distribution","display_name":"Exponential distribution","score":0.41867369413375854},{"id":"https://openalex.org/keywords/bayes-theorem","display_name":"Bayes' theorem","score":0.41238850355148315},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.4103325605392456},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.36897528171539307},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35221919417381287},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.34954357147216797},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.3449988067150116},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3045579493045807},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.16457167267799377},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.07738333940505981}],"concepts":[{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.614517092704773},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6014257669448853},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.528769850730896},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.48105645179748535},{"id":"https://openalex.org/C18653775","wikidata":"https://www.wikidata.org/wiki/Q1333358","display_name":"Joint probability distribution","level":2,"score":0.47299155592918396},{"id":"https://openalex.org/C43555835","wikidata":"https://www.wikidata.org/wiki/Q2300258","display_name":"Conditional probability distribution","level":2,"score":0.46726006269454956},{"id":"https://openalex.org/C151376022","wikidata":"https://www.wikidata.org/wiki/Q168698","display_name":"Exponential function","level":2,"score":0.46542829275131226},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4455903172492981},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.4203658103942871},{"id":"https://openalex.org/C55350006","wikidata":"https://www.wikidata.org/wiki/Q237193","display_name":"Exponential distribution","level":2,"score":0.41867369413375854},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.41238850355148315},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.4103325605392456},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36897528171539307},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35221919417381287},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.34954357147216797},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.3449988067150116},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3045579493045807},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.16457167267799377},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.07738333940505981},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-74825-0_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-74825-0_6","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":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1523853883","https://openalex.org/W1568654892","https://openalex.org/W1572036098","https://openalex.org/W1590239914","https://openalex.org/W1755360231","https://openalex.org/W1817561967","https://openalex.org/W1829777996","https://openalex.org/W1965144984","https://openalex.org/W1995372340","https://openalex.org/W2005961179","https://openalex.org/W2056240720","https://openalex.org/W2062346783","https://openalex.org/W2149706766","https://openalex.org/W2159080219","https://openalex.org/W2163166770","https://openalex.org/W2497844755","https://openalex.org/W2506896777","https://openalex.org/W2783810223","https://openalex.org/W2799061466","https://openalex.org/W4230946174","https://openalex.org/W4250143236","https://openalex.org/W4299670631"],"related_works":["https://openalex.org/W2537862391","https://openalex.org/W2417174640","https://openalex.org/W2063886698","https://openalex.org/W12046094","https://openalex.org/W2325141645","https://openalex.org/W2135279381","https://openalex.org/W2602421298","https://openalex.org/W2356924412","https://openalex.org/W3007470659","https://openalex.org/W2190432607"],"abstract_inverted_index":null,"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}