{"id":"https://openalex.org/W59005753","doi":"https://doi.org/10.1007/978-3-642-33275-3_16","title":"An Improved Multi-Class Spectral Clustering Based on Normalized Cuts","display_name":"An Improved Multi-Class Spectral Clustering Based on Normalized Cuts","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W59005753","doi":"https://doi.org/10.1007/978-3-642-33275-3_16","mag":"59005753"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-33275-3_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-33275-3_16","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/A5062882562","display_name":"Diego H. Peluffo-Ord\u00f3\u0144ez","orcid":"https://orcid.org/0000-0002-9045-6997"},"institutions":[{"id":"https://openalex.org/I36243813","display_name":"Universidad Nacional de Colombia","ror":"https://ror.org/059yx9a68","country_code":"CO","type":"education","lineage":["https://openalex.org/I36243813"]},{"id":"https://openalex.org/I152456871","display_name":"University of Caldas","ror":"https://ror.org/049n68p64","country_code":"CO","type":"education","lineage":["https://openalex.org/I152456871"]}],"countries":["CO"],"is_corresponding":true,"raw_author_name":"Diego Hern\u00e1n Peluffo-Ord\u00f3\u00f1ez","raw_affiliation_strings":["Signal Processing and Recognition Group, Universidad Nacional de Colombia, Km.\u00a09,\u00a0V\u00eda\u00a0al\u00a0aeropuerto,\u00a0Campus\u00a0la\u00a0Nubia,\u00a0Caldas, Manizales, Colombia","Universidad NAcional de Colombia"],"affiliations":[{"raw_affiliation_string":"Signal Processing and Recognition Group, Universidad Nacional de Colombia, Km.\u00a09,\u00a0V\u00eda\u00a0al\u00a0aeropuerto,\u00a0Campus\u00a0la\u00a0Nubia,\u00a0Caldas, Manizales, Colombia","institution_ids":["https://openalex.org/I36243813","https://openalex.org/I152456871"]},{"raw_affiliation_string":"Universidad NAcional de Colombia","institution_ids":["https://openalex.org/I36243813"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102712161","display_name":"Carlos Medina","orcid":"https://orcid.org/0000-0002-6477-8984"},"institutions":[{"id":"https://openalex.org/I36243813","display_name":"Universidad Nacional de Colombia","ror":"https://ror.org/059yx9a68","country_code":"CO","type":"education","lineage":["https://openalex.org/I36243813"]},{"id":"https://openalex.org/I152456871","display_name":"University of Caldas","ror":"https://ror.org/049n68p64","country_code":"CO","type":"education","lineage":["https://openalex.org/I152456871"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Carlos Daniel Acosta-Medina","raw_affiliation_strings":["Signal Processing and Recognition Group, Universidad Nacional de Colombia, Km.\u00a09,\u00a0V\u00eda\u00a0al\u00a0aeropuerto,\u00a0Campus\u00a0la\u00a0Nubia,\u00a0Caldas, Manizales, Colombia","Universidad NAcional de Colombia"],"affiliations":[{"raw_affiliation_string":"Signal Processing and Recognition Group, Universidad Nacional de Colombia, Km.\u00a09,\u00a0V\u00eda\u00a0al\u00a0aeropuerto,\u00a0Campus\u00a0la\u00a0Nubia,\u00a0Caldas, Manizales, Colombia","institution_ids":["https://openalex.org/I36243813","https://openalex.org/I152456871"]},{"raw_affiliation_string":"Universidad NAcional de Colombia","institution_ids":["https://openalex.org/I36243813"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080328620","display_name":"G. Castellanos-Dom\u00ednguez","orcid":"https://orcid.org/0000-0002-0138-5489"},"institutions":[{"id":"https://openalex.org/I36243813","display_name":"Universidad Nacional de Colombia","ror":"https://ror.org/059yx9a68","country_code":"CO","type":"education","lineage":["https://openalex.org/I36243813"]},{"id":"https://openalex.org/I152456871","display_name":"University of Caldas","ror":"https://ror.org/049n68p64","country_code":"CO","type":"education","lineage":["https://openalex.org/I152456871"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"C\u00e9sar Germ\u00e1an Castellanos-Dom\u00ednguez","raw_affiliation_strings":["Signal Processing and Recognition Group, Universidad Nacional de Colombia, Km.\u00a09,\u00a0V\u00eda\u00a0al\u00a0aeropuerto,\u00a0Campus\u00a0la\u00a0Nubia,\u00a0Caldas, Manizales, Colombia","Universidad NAcional de Colombia"],"affiliations":[{"raw_affiliation_string":"Signal Processing and Recognition Group, Universidad Nacional de Colombia, Km.\u00a09,\u00a0V\u00eda\u00a0al\u00a0aeropuerto,\u00a0Campus\u00a0la\u00a0Nubia,\u00a0Caldas, Manizales, Colombia","institution_ids":["https://openalex.org/I36243813","https://openalex.org/I152456871"]},{"raw_affiliation_string":"Universidad NAcional de Colombia","institution_ids":["https://openalex.org/I36243813"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5062882562"],"corresponding_institution_ids":["https://openalex.org/I152456871","https://openalex.org/I36243813"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.8125,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.84541063,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"130","last_page":"137"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9904000163078308,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8578198552131653},{"id":"https://openalex.org/keywords/spectral-clustering","display_name":"Spectral clustering","score":0.7741264700889587},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6345479488372803},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.5869515538215637},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.5749567747116089},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5693151354789734},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.5499821901321411},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.540732741355896},{"id":"https://openalex.org/keywords/separable-space","display_name":"Separable space","score":0.5384469032287598},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.48957619071006775},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.46211838722229004},{"id":"https://openalex.org/keywords/canopy-clustering-algorithm","display_name":"Canopy clustering algorithm","score":0.4617280066013336},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45174431800842285},{"id":"https://openalex.org/keywords/data-stream-clustering","display_name":"Data stream clustering","score":0.4275687336921692},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34539610147476196},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3127152919769287}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8578198552131653},{"id":"https://openalex.org/C105611402","wikidata":"https://www.wikidata.org/wiki/Q2976589","display_name":"Spectral clustering","level":3,"score":0.7741264700889587},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6345479488372803},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.5869515538215637},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.5749567747116089},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5693151354789734},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.5499821901321411},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.540732741355896},{"id":"https://openalex.org/C70710897","wikidata":"https://www.wikidata.org/wiki/Q680081","display_name":"Separable space","level":2,"score":0.5384469032287598},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.48957619071006775},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.46211838722229004},{"id":"https://openalex.org/C104047586","wikidata":"https://www.wikidata.org/wiki/Q5033439","display_name":"Canopy clustering algorithm","level":4,"score":0.4617280066013336},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45174431800842285},{"id":"https://openalex.org/C193143536","wikidata":"https://www.wikidata.org/wiki/Q5227360","display_name":"Data stream clustering","level":5,"score":0.4275687336921692},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34539610147476196},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3127152919769287},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-33275-3_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-33275-3_16","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1986007546","https://openalex.org/W2032326935","https://openalex.org/W2041467747","https://openalex.org/W2055576996","https://openalex.org/W2068695566","https://openalex.org/W2105681109","https://openalex.org/W2119158865","https://openalex.org/W2121927366","https://openalex.org/W2135674549","https://openalex.org/W2136825928","https://openalex.org/W2152322845","https://openalex.org/W2165238519","https://openalex.org/W6636473889"],"related_works":["https://openalex.org/W2559422900","https://openalex.org/W3144143113","https://openalex.org/W2491448268","https://openalex.org/W2892323093","https://openalex.org/W4306940721","https://openalex.org/W2181939267","https://openalex.org/W2160785859","https://openalex.org/W3174322327","https://openalex.org/W2394193399","https://openalex.org/W4301002638"],"abstract_inverted_index":null,"counts_by_year":[{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}