{"id":"https://openalex.org/W2551420246","doi":"https://doi.org/10.1109/fuzz-ieee.2016.7737790","title":"Fuzzy-Citation-KNN: A fuzzy nearest neighbor approach for multi-instance classification","display_name":"Fuzzy-Citation-KNN: A fuzzy nearest neighbor approach for multi-instance classification","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2551420246","doi":"https://doi.org/10.1109/fuzz-ieee.2016.7737790","mag":"2551420246"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2016.7737790","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2016.7737790","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://digibug.ugr.es/bitstream/10481/88864/4/fuzz-ieee16_open.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034190183","display_name":"Pedro Villar","orcid":"https://orcid.org/0000-0003-0601-8503"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Pedro Villar","raw_affiliation_strings":["Department of Software Engineering, University of Granada, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053626710","display_name":"Rosana Montes","orcid":"https://orcid.org/0000-0002-0183-044X"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Rosana Montes","raw_affiliation_strings":["Department of Software Engineering, University of Granada, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101585544","display_name":"Ana S\u00e1nchez","orcid":"https://orcid.org/0000-0003-1388-694X"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ana Maria Sanchez","raw_affiliation_strings":["Department of Software Engineering, University of Granada, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045016749","display_name":"Francisco Herrera","orcid":"https://orcid.org/0000-0002-7283-312X"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco Herrera","raw_affiliation_strings":["Department of Computer Science & Artificial Intelligence, University of Granada, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Artificial Intelligence, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5034190183"],"corresponding_institution_ids":["https://openalex.org/I173304897"],"apc_list":null,"apc_paid":null,"fwci":0.3379,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.67852555,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"9","issue":null,"first_page":"946","last_page":"952"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9833999872207642,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9678999781608582,"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":0.6650193333625793},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.6058889627456665},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.5783970355987549},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5303609371185303},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5277607440948486},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4967227578163147},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.42897167801856995},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.41947031021118164},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4118122458457947}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6650193333625793},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.6058889627456665},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.5783970355987549},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5303609371185303},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5277607440948486},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4967227578163147},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.42897167801856995},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.41947031021118164},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4118122458457947},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fuzz-ieee.2016.7737790","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2016.7737790","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},{"id":"pmh:oai:digibug.ugr.es:10481/88864","is_oa":true,"landing_page_url":"https://hdl.handle.net/10481/88864","pdf_url":"https://digibug.ugr.es/bitstream/10481/88864/4/fuzz-ieee16_open.pdf","source":{"id":"https://openalex.org/S4306400567","display_name":"Institutional Repository of the University of Granada (University of Granada)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I173304897","host_organization_name":"Universidad de Granada","host_organization_lineage":["https://openalex.org/I173304897"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:digibug.ugr.es:10481/88864","is_oa":true,"landing_page_url":"https://hdl.handle.net/10481/88864","pdf_url":"https://digibug.ugr.es/bitstream/10481/88864/4/fuzz-ieee16_open.pdf","source":{"id":"https://openalex.org/S4306400567","display_name":"Institutional Repository of the University of Granada (University of Granada)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I173304897","host_organization_name":"Universidad de Granada","host_organization_lineage":["https://openalex.org/I173304897"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G236970278","display_name":null,"funder_award_id":"P11-TIC-7765","funder_id":"https://openalex.org/F4320323737","funder_display_name":"Ministerio de Ciencia y Tecnolog\u00eda"},{"id":"https://openalex.org/G7128395569","display_name":null,"funder_award_id":"TIN2014-57251-P","funder_id":"https://openalex.org/F4320323737","funder_display_name":"Ministerio de Ciencia y Tecnolog\u00eda"}],"funders":[{"id":"https://openalex.org/F4320323737","display_name":"Ministerio de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/034900433"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2551420246.pdf"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1540386283","https://openalex.org/W1565746575","https://openalex.org/W1590386482","https://openalex.org/W2010792435","https://openalex.org/W2034445978","https://openalex.org/W2040895929","https://openalex.org/W2048633601","https://openalex.org/W2049736842","https://openalex.org/W2057175746","https://openalex.org/W2061458158","https://openalex.org/W2078579128","https://openalex.org/W2098166271","https://openalex.org/W2098994397","https://openalex.org/W2103964731","https://openalex.org/W2108745803","https://openalex.org/W2110119381","https://openalex.org/W2112020727","https://openalex.org/W2112410129","https://openalex.org/W2122105408","https://openalex.org/W2132786922","https://openalex.org/W2133288557","https://openalex.org/W2134495565","https://openalex.org/W2136595724","https://openalex.org/W2152195571","https://openalex.org/W2154318594","https://openalex.org/W2169284845","https://openalex.org/W2182722412","https://openalex.org/W2345021423","https://openalex.org/W6632200337","https://openalex.org/W6669992580","https://openalex.org/W6675698875","https://openalex.org/W6676245398","https://openalex.org/W6680240620","https://openalex.org/W6683033130"],"related_works":["https://openalex.org/W2075768550","https://openalex.org/W3022218857","https://openalex.org/W2369178846","https://openalex.org/W2370289839","https://openalex.org/W2082716031","https://openalex.org/W2933494595","https://openalex.org/W4313347705","https://openalex.org/W1568049691","https://openalex.org/W2378182777","https://openalex.org/W2083102074"],"abstract_inverted_index":{"This":[0],"contribution":[1],"deals":[2],"with":[3,161],"multi-instance":[4,87],"classification,":[5],"where":[6],"the":[7,39,46,50,53,59,63,77,96,103,124,133,141,153,162],"labeled":[8,18,57],"data":[9],"samples":[10],"are":[11,65,150],"bags":[12],"composed":[13],"on":[14,140],"instances":[15,19,31,42,60],"instead":[16],"of":[17,29,36,41,76,93,102,112,116],"as":[20],"in":[21,48,86,95,152],"standard":[22],"classification.":[23,88],"Every":[24],"bag":[25,55,64,104],"contains":[26],"a":[27,34,71,83],"number":[28,35,40],"traditional":[30],"(described":[32],"by":[33],"attributes)":[37],"and":[38,100,121,123,136,156],"is":[43,56,138],"not":[44,66],"usually":[45],"same":[47],"all":[49],"bags.":[51],"So,":[52],"whole":[54],"but":[58],"that":[61],"compose":[62],"individually":[67],"labeled.":[68],"We":[69,108],"propose":[70],"fuzzy":[72],"sets":[73],"based":[74,139],"extension":[75],"well":[78],"known":[79],"algorithm":[80],"called":[81],"Citation-KNN,":[82],"reference":[84],"method":[85],"Citation-KNN":[89,164],"uses":[90,132],"two":[91,110],"types":[92],"examples":[94],"classification":[97],"rule:":[98],"neighbors":[99,120],"citers":[101],"to":[105],"be":[106],"classified.":[107],"analyze":[109],"versions":[111],"our":[113,159],"proposal,":[114],"one":[115,126],"them":[117],"using":[118,127],"both":[119],"citers,":[122],"other":[125],"only":[128],"neighbors.":[129],"Our":[130],"approach":[131],"Hausdorff":[134],"distance":[135],"it":[137],"FuzzyKNN":[142],"algorithm.":[143,165],"Several":[144],"data-sets":[145],"from":[146],"KEEL":[147],"data-set":[148],"repository":[149],"used":[151],"experimental":[154],"study":[155],"we":[157],"compare":[158],"proposals":[160],"original":[163]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
