{"id":"https://openalex.org/W3033894541","doi":"https://doi.org/10.1007/978-3-030-50143-3_28","title":"Bayesian Smoothing of Decision Tree Soft Predictions and Evidential Evaluation","display_name":"Bayesian Smoothing of Decision Tree Soft Predictions and Evidential Evaluation","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3033894541","doi":"https://doi.org/10.1007/978-3-030-50143-3_28","mag":"3033894541"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-50143-3_28","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-50143-3_28","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-50143-3_28.pdf","source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-50143-3_28.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045621759","display_name":"Nicolas Sutton-Charani","orcid":"https://orcid.org/0000-0002-3065-0712"},"institutions":[{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I4402554207","display_name":"EuroMov Digital Health in Motion","ror":"https://ror.org/054b22910","country_code":null,"type":"facility","lineage":["https://openalex.org/I19894307","https://openalex.org/I205703379","https://openalex.org/I4210127738","https://openalex.org/I4402554207"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Nicolas Sutton-Charani","raw_affiliation_strings":["EuroMov Digital Health in Motion, Univ Montpellier, IMT Mines Al\u00e8s, Al\u00e8s, France"],"raw_orcid":"https://orcid.org/0000-0002-3065-0712","affiliations":[{"raw_affiliation_string":"EuroMov Digital Health in Motion, Univ Montpellier, IMT Mines Al\u00e8s, Al\u00e8s, France","institution_ids":["https://openalex.org/I19894307","https://openalex.org/I4402554207"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5045621759"],"corresponding_institution_ids":["https://openalex.org/I19894307","https://openalex.org/I4402554207"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05386504,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"368","last_page":"381"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.989300012588501,"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":0.989300012588501,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9832000136375427,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9821000099182129,"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/frequentist-inference","display_name":"Frequentist inference","score":0.649463951587677},{"id":"https://openalex.org/keywords/bayes-theorem","display_name":"Bayes' theorem","score":0.5724373459815979},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5426509976387024},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.53590327501297},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5191696882247925},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5030736327171326},{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.46082034707069397},{"id":"https://openalex.org/keywords/prior-probability","display_name":"Prior probability","score":0.44283580780029297},{"id":"https://openalex.org/keywords/empirical-probability","display_name":"Empirical probability","score":0.4337146580219269},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4287710189819336},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.39631617069244385},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3949415981769562},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39327239990234375},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.27662813663482666},{"id":"https://openalex.org/keywords/posterior-probability","display_name":"Posterior probability","score":0.25982731580734253}],"concepts":[{"id":"https://openalex.org/C162376815","wikidata":"https://www.wikidata.org/wiki/Q2158281","display_name":"Frequentist inference","level":4,"score":0.649463951587677},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.5724373459815979},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5426509976387024},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.53590327501297},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5191696882247925},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5030736327171326},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.46082034707069397},{"id":"https://openalex.org/C177769412","wikidata":"https://www.wikidata.org/wiki/Q278090","display_name":"Prior probability","level":3,"score":0.44283580780029297},{"id":"https://openalex.org/C97933134","wikidata":"https://www.wikidata.org/wiki/Q5374249","display_name":"Empirical probability","level":4,"score":0.4337146580219269},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4287710189819336},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.39631617069244385},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3949415981769562},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39327239990234375},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.27662813663482666},{"id":"https://openalex.org/C57830394","wikidata":"https://www.wikidata.org/wiki/Q278079","display_name":"Posterior probability","level":3,"score":0.25982731580734253}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-030-50143-3_28","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-50143-3_28","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-50143-3_28.pdf","source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:pubmedcentral.nih.gov:7274744","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7274744","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information Processing and Management of Uncertainty in Knowledge-Based Systems","raw_type":"Text"},{"id":"pmh:oai:HAL:hal-02872165v1","is_oa":false,"landing_page_url":"https://imt-mines-ales.hal.science/hal-02872165","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://ipmu2020.inesc-id.pt/","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.1007/978-3-030-50143-3_28","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-50143-3_28","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-50143-3_28.pdf","source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6800000071525574,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3033894541.pdf","grobid_xml":"https://content.openalex.org/works/W3033894541.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W429766147","https://openalex.org/W831520387","https://openalex.org/W1572778877","https://openalex.org/W1579838312","https://openalex.org/W1590636096","https://openalex.org/W1594031697","https://openalex.org/W1598033630","https://openalex.org/W1633338417","https://openalex.org/W1831570080","https://openalex.org/W1869351066","https://openalex.org/W1972243481","https://openalex.org/W1976041275","https://openalex.org/W2010959895","https://openalex.org/W2035573225","https://openalex.org/W2041861866","https://openalex.org/W2072348410","https://openalex.org/W2098824882","https://openalex.org/W2126704195","https://openalex.org/W2131163584","https://openalex.org/W2134797726","https://openalex.org/W2145533846","https://openalex.org/W2197420588","https://openalex.org/W2213202817","https://openalex.org/W2479936045","https://openalex.org/W2511041341","https://openalex.org/W2808102858","https://openalex.org/W4255427706","https://openalex.org/W4285719527","https://openalex.org/W4390020275"],"related_works":["https://openalex.org/W2015414092","https://openalex.org/W2030651439","https://openalex.org/W3160261929","https://openalex.org/W2981671826","https://openalex.org/W135634764","https://openalex.org/W2095409590","https://openalex.org/W859840062","https://openalex.org/W2343819364","https://openalex.org/W4220993161","https://openalex.org/W2133205540"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}
