{"id":"https://openalex.org/W2803480813","doi":"https://doi.org/10.1007/978-3-319-91473-2_31","title":"Measuring Features Strength in Probabilistic Classification","display_name":"Measuring Features Strength in Probabilistic Classification","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2803480813","doi":"https://doi.org/10.1007/978-3-319-91473-2_31","mag":"2803480813"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-91473-2_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-91473-2_31","pdf_url":null,"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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090205794","display_name":"Rosario Delgado","orcid":"https://orcid.org/0000-0003-1208-9236"},"institutions":[{"id":"https://openalex.org/I123044942","display_name":"Universitat Aut\u00f2noma de Barcelona","ror":"https://ror.org/052g8jq94","country_code":"ES","type":"education","lineage":["https://openalex.org/I123044942"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Rosario Delgado","raw_affiliation_strings":["Department of Mathematics, Universitat Aut\u00f2noma de Barcelona, Edifici C- Campus de la UAB. Av. de l\u2019Eix Central s/n., 08193, Bellaterra (Cerdanyola del Vall\u00e8s), Barcelona, Spain","Department of Mathematics, Universitat Aut\u00f2noma de Barcelona, Edifici C- Campus de la UAB. Av. de l'Eix Central s/n., 08193, Bellaterra (Cerdanyola del Vall\u00e8s), Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0003-1208-9236","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Universitat Aut\u00f2noma de Barcelona, Edifici C- Campus de la UAB. Av. de l\u2019Eix Central s/n., 08193, Bellaterra (Cerdanyola del Vall\u00e8s), Barcelona, Spain","institution_ids":["https://openalex.org/I123044942"]},{"raw_affiliation_string":"Department of Mathematics, Universitat Aut\u00f2noma de Barcelona, Edifici C- Campus de la UAB. Av. de l'Eix Central s/n., 08193, Bellaterra (Cerdanyola del Vall\u00e8s), Barcelona, Spain","institution_ids":["https://openalex.org/I123044942"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057438308","display_name":"Xavier\u2010Andoni Tibau","orcid":"https://orcid.org/0000-0002-7239-1421"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Xavier-Andoni Tibau","raw_affiliation_strings":["Institute for Data Science, German Aerospace Center, 07745, Jena, Germany"],"raw_orcid":"https://orcid.org/0000-0002-7239-1421","affiliations":[{"raw_affiliation_string":"Institute for Data Science, German Aerospace Center, 07745, Jena, Germany","institution_ids":["https://openalex.org/I2898391981"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5090205794"],"corresponding_institution_ids":["https://openalex.org/I123044942"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"357","last_page":"369"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9952999949455261,"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":0.9952999949455261,"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/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9937999844551086,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9660999774932861,"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/probabilistic-logic","display_name":"Probabilistic logic","score":0.8005566596984863},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.7564459443092346},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6217118501663208},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5908123850822449},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.5605909824371338},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5508848428726196},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5252870321273804},{"id":"https://openalex.org/keywords/conditional-probability","display_name":"Conditional probability","score":0.5166144967079163},{"id":"https://openalex.org/keywords/probabilistic-classification","display_name":"Probabilistic classification","score":0.49155840277671814},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.436898410320282},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.39709243178367615},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3304777443408966},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2785060405731201},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.10109460353851318},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.08636912703514099}],"concepts":[{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.8005566596984863},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.7564459443092346},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6217118501663208},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5908123850822449},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.5605909824371338},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5508848428726196},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5252870321273804},{"id":"https://openalex.org/C44492722","wikidata":"https://www.wikidata.org/wiki/Q327069","display_name":"Conditional probability","level":2,"score":0.5166144967079163},{"id":"https://openalex.org/C189119545","wikidata":"https://www.wikidata.org/wiki/Q5128022","display_name":"Probabilistic classification","level":4,"score":0.49155840277671814},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.436898410320282},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.39709243178367615},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3304777443408966},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2785060405731201},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.10109460353851318},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.08636912703514099},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-91473-2_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-91473-2_31","pdf_url":null,"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"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1480376833","https://openalex.org/W2043253481","https://openalex.org/W2096451472","https://openalex.org/W2171640468","https://openalex.org/W2563379763","https://openalex.org/W3010884633","https://openalex.org/W3103599873"],"related_works":["https://openalex.org/W2152992791","https://openalex.org/W2494523064","https://openalex.org/W2516761773","https://openalex.org/W2040801326","https://openalex.org/W2109313498","https://openalex.org/W2089923511","https://openalex.org/W2526168292","https://openalex.org/W1556281485","https://openalex.org/W2169073417","https://openalex.org/W4230231749"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
