{"id":"https://openalex.org/W1560597350","doi":"https://doi.org/10.1007/11871842_60","title":"Cost-Sensitive Decision Tree Learning for Forensic Classification","display_name":"Cost-Sensitive Decision Tree Learning for Forensic Classification","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W1560597350","doi":"https://doi.org/10.1007/11871842_60","mag":"1560597350"},"language":"en","primary_location":{"id":"doi:10.1007/11871842_60","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11871842_60","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/A5088203996","display_name":"Jason V. Davis","orcid":null},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jason V. Davis","raw_affiliation_strings":["Dept. of Computer Sciences, The University of Texas at Austin,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Sciences, The University of Texas at Austin,","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074393185","display_name":"Jung-Woo Ha","orcid":"https://orcid.org/0000-0002-7400-7681"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jungwoo Ha","raw_affiliation_strings":["Dept. of Computer Sciences, The University of Texas at Austin,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Sciences, The University of Texas at Austin,","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003307688","display_name":"Christopher J. Rossbach","orcid":"https://orcid.org/0000-0003-0329-3657"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher J. Rossbach","raw_affiliation_strings":["Dept. of Computer Sciences, The University of Texas at Austin,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Sciences, The University of Texas at Austin,","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023125802","display_name":"Hany E. Ramadan","orcid":null},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hany E. Ramadan","raw_affiliation_strings":["Dept. of Computer Sciences, The University of Texas at Austin,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Sciences, The University of Texas at Austin,","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004286577","display_name":"Emmett Witchel","orcid":"https://orcid.org/0000-0002-1391-2880"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emmett Witchel","raw_affiliation_strings":["Dept. of Computer Sciences, The University of Texas at Austin,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Sciences, The University of Texas at Austin,","institution_ids":["https://openalex.org/I86519309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.5073,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.82473901,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"622","last_page":"629"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9986000061035156,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9986000061035156,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9947999715805054,"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":0.9944000244140625,"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/computer-science","display_name":"Computer science","score":0.8035632371902466},{"id":"https://openalex.org/keywords/id3-algorithm","display_name":"ID3 algorithm","score":0.7588247060775757},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.7412418127059937},{"id":"https://openalex.org/keywords/id3","display_name":"ID3","score":0.7156345844268799},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.6566638350486755},{"id":"https://openalex.org/keywords/incremental-decision-tree","display_name":"Incremental decision tree","score":0.6566378474235535},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5749716758728027},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5372320413589478},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5370548963546753},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.49156078696250916},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4644676744937897},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36768636107444763}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8035632371902466},{"id":"https://openalex.org/C183931066","wikidata":"https://www.wikidata.org/wiki/Q1653378","display_name":"ID3 algorithm","level":5,"score":0.7588247060775757},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.7412418127059937},{"id":"https://openalex.org/C174599459","wikidata":"https://www.wikidata.org/wiki/Q1054220","display_name":"ID3","level":4,"score":0.7156345844268799},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.6566638350486755},{"id":"https://openalex.org/C10229987","wikidata":"https://www.wikidata.org/wiki/Q17083028","display_name":"Incremental decision tree","level":4,"score":0.6566378474235535},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5749716758728027},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5372320413589478},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5370548963546753},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.49156078696250916},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4644676744937897},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36768636107444763}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/11871842_60","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11871842_60","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":[{"score":0.7799999713897705,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W87848775","https://openalex.org/W167016754","https://openalex.org/W1503605645","https://openalex.org/W1589187426","https://openalex.org/W2084812512","https://openalex.org/W2099111195","https://openalex.org/W2104597806","https://openalex.org/W2115224143","https://openalex.org/W2116409384","https://openalex.org/W2125055259","https://openalex.org/W2162376048","https://openalex.org/W2162832213","https://openalex.org/W3009784374","https://openalex.org/W4232122439","https://openalex.org/W4233319527","https://openalex.org/W4242430590","https://openalex.org/W4254306780","https://openalex.org/W4255079701"],"related_works":["https://openalex.org/W2366021451","https://openalex.org/W2592385415","https://openalex.org/W2188355725","https://openalex.org/W2737010471","https://openalex.org/W3038416748","https://openalex.org/W2337897523","https://openalex.org/W3004909479","https://openalex.org/W2359885068","https://openalex.org/W2599719521","https://openalex.org/W3047079828"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}