{"id":"https://openalex.org/W1579309994","doi":"https://doi.org/10.1007/978-3-540-73499-4_28","title":"Analyzing the Performance of Spam Filtering Methods When Dimensionality of Input Vector Changes","display_name":"Analyzing the Performance of Spam Filtering Methods When Dimensionality of Input Vector Changes","publication_year":2007,"publication_date":"2007-08-27","ids":{"openalex":"https://openalex.org/W1579309994","doi":"https://doi.org/10.1007/978-3-540-73499-4_28","mag":"1579309994"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-73499-4_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-73499-4_28","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/A5031898530","display_name":"Jos\u00e9 R. M\u00e9ndez","orcid":"https://orcid.org/0000-0002-1935-4760"},"institutions":[{"id":"https://openalex.org/I6289922","display_name":"Universidade de Vigo","ror":"https://ror.org/05rdf8595","country_code":"ES","type":"education","lineage":["https://openalex.org/I6289922"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"J. R. M\u00e9ndez","raw_affiliation_strings":["Computer Science Dept., University of Vigo, Escuela Superior de Ingenier\u00eda Inform\u00e1tica, Edificio Polit\u00e9cnico, Campus Universitario As Lagoas s/n, 32004, Ourense, Spain","Computer Science Dept., University of Vigo, Escuela Superior de Ingenier\u00eda Inform\u00e1tica, Edificio Polit\u00e9cnico, Campus Universitario As Lagoas s/n, 32004, Ourense, Spain#TAB#"],"affiliations":[{"raw_affiliation_string":"Computer Science Dept., University of Vigo, Escuela Superior de Ingenier\u00eda Inform\u00e1tica, Edificio Polit\u00e9cnico, Campus Universitario As Lagoas s/n, 32004, Ourense, Spain","institution_ids":["https://openalex.org/I6289922"]},{"raw_affiliation_string":"Computer Science Dept., University of Vigo, Escuela Superior de Ingenier\u00eda Inform\u00e1tica, Edificio Polit\u00e9cnico, Campus Universitario As Lagoas s/n, 32004, Ourense, Spain#TAB#","institution_ids":["https://openalex.org/I6289922"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049435397","display_name":"B. Corzo","orcid":null},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"B. Corzo","raw_affiliation_strings":["Dept. Advertising Graphics, Arts College of Oviedo, C/ Juli\u00e1n Claver\u00eda, 12, 33006, Oviedo, Spain","Dept. Advertising Graphics, Arts College of Oviedo, C/ Juli\u00e1n Claver\u00eda, 12, 33006, Oviedo, Spain#TAB#"],"affiliations":[{"raw_affiliation_string":"Dept. Advertising Graphics, Arts College of Oviedo, C/ Juli\u00e1n Claver\u00eda, 12, 33006, Oviedo, Spain","institution_ids":["https://openalex.org/I165339363"]},{"raw_affiliation_string":"Dept. Advertising Graphics, Arts College of Oviedo, C/ Juli\u00e1n Claver\u00eda, 12, 33006, Oviedo, Spain#TAB#","institution_ids":["https://openalex.org/I165339363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044007257","display_name":"Daniel Glez\u2010Pe\u00f1a","orcid":"https://orcid.org/0000-0002-6129-7245"},"institutions":[{"id":"https://openalex.org/I6289922","display_name":"Universidade de Vigo","ror":"https://ror.org/05rdf8595","country_code":"ES","type":"education","lineage":["https://openalex.org/I6289922"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"D. Glez-Pe\u00f1a","raw_affiliation_strings":["Computer Science Dept., University of Vigo, Escuela Superior de Ingenier\u00eda Inform\u00e1tica, Edificio Polit\u00e9cnico, Campus Universitario As Lagoas s/n, 32004, Ourense, Spain","Computer Science Dept., University of Vigo, Escuela Superior de Ingenier\u00eda Inform\u00e1tica, Edificio Polit\u00e9cnico, Campus Universitario As Lagoas s/n, 32004, Ourense, Spain#TAB#"],"affiliations":[{"raw_affiliation_string":"Computer Science Dept., University of Vigo, Escuela Superior de Ingenier\u00eda Inform\u00e1tica, Edificio Polit\u00e9cnico, Campus Universitario As Lagoas s/n, 32004, Ourense, Spain","institution_ids":["https://openalex.org/I6289922"]},{"raw_affiliation_string":"Computer Science Dept., University of Vigo, Escuela Superior de Ingenier\u00eda Inform\u00e1tica, Edificio Polit\u00e9cnico, Campus Universitario As Lagoas s/n, 32004, Ourense, Spain#TAB#","institution_ids":["https://openalex.org/I6289922"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048392452","display_name":"Florentino Fdez\u2010Riverola","orcid":"https://orcid.org/0000-0002-3943-8013"},"institutions":[{"id":"https://openalex.org/I6289922","display_name":"Universidade de Vigo","ror":"https://ror.org/05rdf8595","country_code":"ES","type":"education","lineage":["https://openalex.org/I6289922"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"F. Fdez-Riverola","raw_affiliation_strings":["Computer Science Dept., University of Vigo, Escuela Superior de Ingenier\u00eda Inform\u00e1tica, Edificio Polit\u00e9cnico, Campus Universitario As Lagoas s/n, 32004, Ourense, Spain","Computer Science Dept., University of Vigo, Escuela Superior de Ingenier\u00eda Inform\u00e1tica, Edificio Polit\u00e9cnico, Campus Universitario As Lagoas s/n, 32004, Ourense, Spain#TAB#"],"affiliations":[{"raw_affiliation_string":"Computer Science Dept., University of Vigo, Escuela Superior de Ingenier\u00eda Inform\u00e1tica, Edificio Polit\u00e9cnico, Campus Universitario As Lagoas s/n, 32004, Ourense, Spain","institution_ids":["https://openalex.org/I6289922"]},{"raw_affiliation_string":"Computer Science Dept., University of Vigo, Escuela Superior de Ingenier\u00eda Inform\u00e1tica, Edificio Polit\u00e9cnico, Campus Universitario As Lagoas s/n, 32004, Ourense, Spain#TAB#","institution_ids":["https://openalex.org/I6289922"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002083807","display_name":"Fernando D\u00edaz","orcid":"https://orcid.org/0000-0002-1767-5130"},"institutions":[{"id":"https://openalex.org/I108103353","display_name":"Universidad de Valladolid","ror":"https://ror.org/01fvbaw18","country_code":"ES","type":"education","lineage":["https://openalex.org/I108103353"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"F. D\u00edaz","raw_affiliation_strings":["Computer Science Dept., University of Valladolid, Escuela Universitaria de Inform\u00e1tica, Plaza Santa Eulalia, 9-11, 40005, Segovia, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Science Dept., University of Valladolid, Escuela Universitaria de Inform\u00e1tica, Plaza Santa Eulalia, 9-11, 40005, Segovia, Spain","institution_ids":["https://openalex.org/I108103353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5031898530"],"corresponding_institution_ids":["https://openalex.org/I6289922"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.1148,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.80130794,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"364","last_page":"378"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11644","display_name":"Spam and Phishing Detection","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9951000213623047,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.889112114906311},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6611212491989136},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6524029970169067},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.6446070671081543},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.6216398477554321},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5280124545097351},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.46135708689689636},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44970980286598206},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3484838008880615},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18215984106063843},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13708633184432983},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.08407235145568848},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.051743775606155396},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.050868332386016846}],"concepts":[{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.889112114906311},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6611212491989136},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6524029970169067},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.6446070671081543},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.6216398477554321},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5280124545097351},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46135708689689636},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44970980286598206},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3484838008880615},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18215984106063843},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13708633184432983},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.08407235145568848},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.051743775606155396},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.050868332386016846},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-73499-4_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-73499-4_28","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W25270451","https://openalex.org/W29050389","https://openalex.org/W179588970","https://openalex.org/W384368127","https://openalex.org/W1486526925","https://openalex.org/W1533114902","https://openalex.org/W1551219252","https://openalex.org/W1576189261","https://openalex.org/W1660390307","https://openalex.org/W1680392829","https://openalex.org/W1794826094","https://openalex.org/W1912123407","https://openalex.org/W1985795489","https://openalex.org/W1988790447","https://openalex.org/W1993871915","https://openalex.org/W2054997481","https://openalex.org/W2098162425","https://openalex.org/W2115603438","https://openalex.org/W2120011452","https://openalex.org/W2139734472","https://openalex.org/W2156909104","https://openalex.org/W2161133420","https://openalex.org/W2435251607"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W4296209631","https://openalex.org/W3097449145","https://openalex.org/W2561617217","https://openalex.org/W4294811468","https://openalex.org/W2355801475","https://openalex.org/W106004901","https://openalex.org/W2170062176","https://openalex.org/W195542429","https://openalex.org/W408992594"],"abstract_inverted_index":null,"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}