{"id":"https://openalex.org/W4386015450","doi":"https://doi.org/10.1007/978-3-031-39965-7_40","title":"Contextual Boosting to\u00a0Explainable SVM Classification","display_name":"Contextual Boosting to\u00a0Explainable SVM Classification","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4386015450","doi":"https://doi.org/10.1007/978-3-031-39965-7_40"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-39965-7_40","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-39965-7_40","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/A5022130677","display_name":"Marcelo Loor","orcid":"https://orcid.org/0000-0002-4027-1628"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Marcelo Loor","raw_affiliation_strings":["Department of Telecommunications and Information Processing, Ghent University, Sint-Pietersnieuwstraat 41, 9000, Ghent, Belgium","Department of Telecommunications and Information Processing, Ghent University, Ghent, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-4027-1628","affiliations":[{"raw_affiliation_string":"Department of Telecommunications and Information Processing, Ghent University, Sint-Pietersnieuwstraat 41, 9000, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]},{"raw_affiliation_string":"Department of Telecommunications and Information Processing, Ghent University, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035250630","display_name":"Ana Tapia-Rosero","orcid":"https://orcid.org/0000-0002-5326-4750"},"institutions":[{"id":"https://openalex.org/I2135383","display_name":"Escuela Superior Politecnica del Litoral","ror":"https://ror.org/04qenc566","country_code":"EC","type":"education","lineage":["https://openalex.org/I2135383"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Ana Tapia-Rosero","raw_affiliation_strings":["Department of Electrical and Computer Engineering, ESPOL Polytechnic University, Campus Gustavo Galindo, Guayaquil, Ecuador","Department of Electrical and Computer Engineering, ESPOL Polytechnic University, Guayaquil, Ecuador"],"raw_orcid":"https://orcid.org/0000-0002-5326-4750","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, ESPOL Polytechnic University, Campus Gustavo Galindo, Guayaquil, Ecuador","institution_ids":["https://openalex.org/I2135383"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, ESPOL Polytechnic University, Guayaquil, Ecuador","institution_ids":["https://openalex.org/I2135383"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036892531","display_name":"Guy De Tr\u00e9","orcid":"https://orcid.org/0000-0002-1283-1915"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Guy De Tr\u00e9","raw_affiliation_strings":["Department of Telecommunications and Information Processing, Ghent University, Sint-Pietersnieuwstraat 41, 9000, Ghent, Belgium","Department of Telecommunications and Information Processing, Ghent University, Ghent, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-1283-1915","affiliations":[{"raw_affiliation_string":"Department of Telecommunications and Information Processing, Ghent University, Sint-Pietersnieuwstraat 41, 9000, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]},{"raw_affiliation_string":"Department of Telecommunications and Information Processing, Ghent University, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5022130677"],"corresponding_institution_ids":["https://openalex.org/I32597200"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.5607,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.8434303,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"480","last_page":"491"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9908000230789185,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9908000230789185,"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":0.9824000000953674,"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/T10320","display_name":"Neural Networks and Applications","score":0.9819999933242798,"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/interpretability","display_name":"Interpretability","score":0.9443761110305786},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.853021502494812},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7341398000717163},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.7123980522155762},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6821222901344299},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.65329909324646},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6243248581886292},{"id":"https://openalex.org/keywords/contextualization","display_name":"Contextualization","score":0.4467700123786926},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32365185022354126}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.9443761110305786},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.853021502494812},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7341398000717163},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7123980522155762},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6821222901344299},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.65329909324646},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6243248581886292},{"id":"https://openalex.org/C2780712339","wikidata":"https://www.wikidata.org/wiki/Q5165204","display_name":"Contextualization","level":3,"score":0.4467700123786926},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32365185022354126},{"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/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-39965-7_40","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-39965-7_40","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"},{"id":"pmh:oai:archive.ugent.be:01HET1STCGDJVZWYK0WSJWNRYK","is_oa":false,"landing_page_url":"http://hdl.handle.net/1854/LU-01HET1STCGDJVZWYK0WSJWNRYK","pdf_url":null,"source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISBN: 9783031399657","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1966517947","https://openalex.org/W1980564456","https://openalex.org/W1988790447","https://openalex.org/W2015139108","https://openalex.org/W2045671290","https://openalex.org/W2116407161","https://openalex.org/W2131064753","https://openalex.org/W2139212933","https://openalex.org/W2148603752","https://openalex.org/W2150098897","https://openalex.org/W2169650425","https://openalex.org/W2282821441","https://openalex.org/W2577828152","https://openalex.org/W2888811422","https://openalex.org/W2945457154","https://openalex.org/W2972921608","https://openalex.org/W2981731882","https://openalex.org/W2994120362","https://openalex.org/W3040947997","https://openalex.org/W3089284549","https://openalex.org/W3105875888","https://openalex.org/W3123831349","https://openalex.org/W4211007335","https://openalex.org/W4295767865"],"related_works":["https://openalex.org/W1687432146","https://openalex.org/W1591874556","https://openalex.org/W3216994056","https://openalex.org/W2185608106","https://openalex.org/W3046258185","https://openalex.org/W1548083239","https://openalex.org/W2905433371","https://openalex.org/W2268232908","https://openalex.org/W4390569940","https://openalex.org/W205610463"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-01-22T23:29:09.771500","created_date":"2023-08-21T00:00:00"}
