{"id":"https://openalex.org/W2111964474","doi":"https://doi.org/10.1007/978-3-642-17316-5_26","title":"Surrounding Influenced K-Nearest Neighbors: A New Distance Based Classifier","display_name":"Surrounding Influenced K-Nearest Neighbors: A New Distance Based Classifier","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W2111964474","doi":"https://doi.org/10.1007/978-3-642-17316-5_26","mag":"2111964474"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-17316-5_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-17316-5_26","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/A5049196847","display_name":"I\u00f1igo Mendialdua","orcid":"https://orcid.org/0000-0003-2519-4094"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"I. Mendialdua","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, University of the Basque Country, P. Manuel Lardizabal 1, 20018, Donostia-San Sebastian, Basque Country, Spain","Department of Computer Science and Artificial Intelligence, University of the Basque Country, Basque Country, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, University of the Basque Country, P. Manuel Lardizabal 1, 20018, Donostia-San Sebastian, Basque Country, Spain","institution_ids":["https://openalex.org/I169108374"]},{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, University of the Basque Country, Basque Country, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079353966","display_name":"Basilio Sierra","orcid":"https://orcid.org/0000-0001-8062-9332"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"B. Sierra","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, University of the Basque Country, P. Manuel Lardizabal 1, 20018, Donostia-San Sebastian, Basque Country, Spain","Department of Computer Science and Artificial Intelligence, University of the Basque Country, Basque Country, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, University of the Basque Country, P. Manuel Lardizabal 1, 20018, Donostia-San Sebastian, Basque Country, Spain","institution_ids":["https://openalex.org/I169108374"]},{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, University of the Basque Country, Basque Country, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082262750","display_name":"Elena Lazkano","orcid":"https://orcid.org/0000-0002-7653-6210"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"E. Lazkano","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, University of the Basque Country, P. Manuel Lardizabal 1, 20018, Donostia-San Sebastian, Basque Country, Spain","Department of Computer Science and Artificial Intelligence, University of the Basque Country, Basque Country, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, University of the Basque Country, P. Manuel Lardizabal 1, 20018, Donostia-San Sebastian, Basque Country, Spain","institution_ids":["https://openalex.org/I169108374"]},{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, University of the Basque Country, Basque Country, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084713480","display_name":"Itziar Irigoien","orcid":"https://orcid.org/0000-0001-5728-4399"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"I. Irigoien","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, University of the Basque Country, P. Manuel Lardizabal 1, 20018, Donostia-San Sebastian, Basque Country, Spain","Department of Computer Science and Artificial Intelligence, University of the Basque Country, Basque Country, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, University of the Basque Country, P. Manuel Lardizabal 1, 20018, Donostia-San Sebastian, Basque Country, Spain","institution_ids":["https://openalex.org/I169108374"]},{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, University of the Basque Country, Basque Country, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053874635","display_name":"E. Jauregi","orcid":"https://orcid.org/0000-0001-7418-9326"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"E. Jauregi","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, University of the Basque Country, P. Manuel Lardizabal 1, 20018, Donostia-San Sebastian, Basque Country, Spain","Department of Computer Science and Artificial Intelligence, University of the Basque Country, Basque Country, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, University of the Basque Country, P. Manuel Lardizabal 1, 20018, Donostia-San Sebastian, Basque Country, Spain","institution_ids":["https://openalex.org/I169108374"]},{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, University of the Basque Country, Basque Country, Spain","institution_ids":["https://openalex.org/I169108374"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5049196847"],"corresponding_institution_ids":["https://openalex.org/I169108374"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16719001,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"270","last_page":"277"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9957000017166138,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9957000017166138,"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":0.980400025844574,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9800999760627747,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.7850014567375183},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7425980567932129},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6703078150749207},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5672582983970642},{"id":"https://openalex.org/keywords/nearest-neighbor-chain-algorithm","display_name":"Nearest-neighbor chain algorithm","score":0.5639270544052124},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5509799122810364},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.5381162762641907},{"id":"https://openalex.org/keywords/large-margin-nearest-neighbor","display_name":"Large margin nearest neighbor","score":0.5225350856781006},{"id":"https://openalex.org/keywords/nearest-neighbor-search","display_name":"Nearest neighbor search","score":0.5207745432853699},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4962533116340637},{"id":"https://openalex.org/keywords/voting","display_name":"Voting","score":0.49223247170448303},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.47960364818573},{"id":"https://openalex.org/keywords/nearest-neighbour","display_name":"Nearest neighbour","score":0.4531756043434143},{"id":"https://openalex.org/keywords/nearest-neighbor-graph","display_name":"Nearest neighbor graph","score":0.45027345418930054},{"id":"https://openalex.org/keywords/best-bin-first","display_name":"Best bin first","score":0.4207969307899475},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19618457555770874},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.09978997707366943}],"concepts":[{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.7850014567375183},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7425980567932129},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6703078150749207},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5672582983970642},{"id":"https://openalex.org/C102164700","wikidata":"https://www.wikidata.org/wiki/Q17162702","display_name":"Nearest-neighbor chain algorithm","level":5,"score":0.5639270544052124},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5509799122810364},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.5381162762641907},{"id":"https://openalex.org/C94475309","wikidata":"https://www.wikidata.org/wiki/Q6489154","display_name":"Large margin nearest neighbor","level":3,"score":0.5225350856781006},{"id":"https://openalex.org/C116738811","wikidata":"https://www.wikidata.org/wiki/Q608751","display_name":"Nearest neighbor search","level":2,"score":0.5207745432853699},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4962533116340637},{"id":"https://openalex.org/C520049643","wikidata":"https://www.wikidata.org/wiki/Q189760","display_name":"Voting","level":3,"score":0.49223247170448303},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.47960364818573},{"id":"https://openalex.org/C2983946233","wikidata":"https://www.wikidata.org/wiki/Q4088109","display_name":"Nearest neighbour","level":2,"score":0.4531756043434143},{"id":"https://openalex.org/C90988772","wikidata":"https://www.wikidata.org/wiki/Q2855103","display_name":"Nearest neighbor graph","level":3,"score":0.45027345418930054},{"id":"https://openalex.org/C161986146","wikidata":"https://www.wikidata.org/wiki/Q4896845","display_name":"Best bin first","level":3,"score":0.4207969307899475},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19618457555770874},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.09978997707366943},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C104047586","wikidata":"https://www.wikidata.org/wiki/Q5033439","display_name":"Canopy clustering algorithm","level":4,"score":0.0},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-17316-5_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-17316-5_26","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":[{"id":"https://metadata.un.org/sdg/10","score":0.6100000143051147,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W174362924","https://openalex.org/W1530944465","https://openalex.org/W1565746575","https://openalex.org/W1610836425","https://openalex.org/W2003048487","https://openalex.org/W2004131797","https://openalex.org/W2067098334","https://openalex.org/W2084812512","https://openalex.org/W2097653553","https://openalex.org/W2106053110","https://openalex.org/W2117910203","https://openalex.org/W2122111042","https://openalex.org/W2147169507","https://openalex.org/W2165888424","https://openalex.org/W4256561644"],"related_works":["https://openalex.org/W2182477562","https://openalex.org/W2375128115","https://openalex.org/W2795392346","https://openalex.org/W2351157934","https://openalex.org/W2519241726","https://openalex.org/W2011582495","https://openalex.org/W2969538544","https://openalex.org/W17346433","https://openalex.org/W1595303882","https://openalex.org/W1558159560"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
