{"id":"https://openalex.org/W1976505354","doi":"https://doi.org/10.1007/s10115-012-0547-0","title":"Non-unique cluster numbers determination methods based on stability in spectral clustering","display_name":"Non-unique cluster numbers determination methods based on stability in spectral clustering","publication_year":2012,"publication_date":"2012-09-20","ids":{"openalex":"https://openalex.org/W1976505354","doi":"https://doi.org/10.1007/s10115-012-0547-0","mag":"1976505354"},"language":"en","primary_location":{"id":"doi:10.1007/s10115-012-0547-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-012-0547-0","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information Systems","raw_type":"journal-article"},"type":"article","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/A5076136062","display_name":"Sumuya Borjigin","orcid":null},"institutions":[{"id":"https://openalex.org/I2722730","display_name":"Inner Mongolia University","ror":"https://ror.org/0106qb496","country_code":"CN","type":"education","lineage":["https://openalex.org/I2722730"]},{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Sumuya Borjigin","raw_affiliation_strings":["Institute of Systems Engineering, Dalian University of Technology, Dalian, 116024, People\u2019s Republic of China","School of Economics and Management, Inner Mongolia University, Hohhot, 010021, People\u2019s Republic of China","Dalian University of Technology","Inner Mongolia University"],"affiliations":[{"raw_affiliation_string":"Institute of Systems Engineering, Dalian University of Technology, Dalian, 116024, People\u2019s Republic of China","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"School of Economics and Management, Inner Mongolia University, Hohhot, 010021, People\u2019s Republic of China","institution_ids":["https://openalex.org/I2722730"]},{"raw_affiliation_string":"Dalian University of Technology","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"Inner Mongolia University","institution_ids":["https://openalex.org/I2722730"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028839347","display_name":"Chonghui Guo","orcid":"https://orcid.org/0000-0002-5155-1297"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chonghui Guo","raw_affiliation_strings":["Institute of Systems Engineering, Dalian University of Technology, Dalian, 116024, People\u2019s Republic of China","Dalian Univ of Tech"],"affiliations":[{"raw_affiliation_string":"Institute of Systems Engineering, Dalian University of Technology, Dalian, 116024, People\u2019s Republic of China","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"Dalian Univ of Tech","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5076136062"],"corresponding_institution_ids":["https://openalex.org/I2722730","https://openalex.org/I27357992"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":0.4457,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.71049524,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"36","issue":"2","first_page":"439","last_page":"458"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9954000115394592,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9954000115394592,"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/T10057","display_name":"Face and Expression Recognition","score":0.9927999973297119,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.979200005531311,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7240937948226929},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.7053468227386475},{"id":"https://openalex.org/keywords/spectral-clustering","display_name":"Spectral clustering","score":0.644088864326477},{"id":"https://openalex.org/keywords/determining-the-number-of-clusters-in-a-data-set","display_name":"Determining the number of clusters in a data set","score":0.6406424045562744},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.5320725440979004},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.501471996307373},{"id":"https://openalex.org/keywords/sort","display_name":"sort","score":0.45764845609664917},{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.45716819167137146},{"id":"https://openalex.org/keywords/k-medians-clustering","display_name":"k-medians clustering","score":0.44826847314834595},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4479592740535736},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.43746721744537354},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.43491312861442566},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.328144371509552},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2428654134273529},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.21127867698669434},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.1945543885231018}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7240937948226929},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.7053468227386475},{"id":"https://openalex.org/C105611402","wikidata":"https://www.wikidata.org/wiki/Q2976589","display_name":"Spectral clustering","level":3,"score":0.644088864326477},{"id":"https://openalex.org/C149872217","wikidata":"https://www.wikidata.org/wiki/Q5265701","display_name":"Determining the number of clusters in a data set","level":5,"score":0.6406424045562744},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.5320725440979004},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.501471996307373},{"id":"https://openalex.org/C88548561","wikidata":"https://www.wikidata.org/wiki/Q347599","display_name":"sort","level":2,"score":0.45764845609664917},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.45716819167137146},{"id":"https://openalex.org/C115328559","wikidata":"https://www.wikidata.org/wiki/Q4041956","display_name":"k-medians clustering","level":5,"score":0.44826847314834595},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4479592740535736},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.43746721744537354},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.43491312861442566},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.328144371509552},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2428654134273529},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.21127867698669434},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.1945543885231018},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10115-012-0547-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-012-0547-0","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W658559791","https://openalex.org/W1975152892","https://openalex.org/W1980147633","https://openalex.org/W1999201567","https://openalex.org/W2022059461","https://openalex.org/W2035548721","https://openalex.org/W2062453718","https://openalex.org/W2110125561","https://openalex.org/W2113387946","https://openalex.org/W2121947440","https://openalex.org/W2129610796","https://openalex.org/W2132914434","https://openalex.org/W2136127419","https://openalex.org/W2142053236","https://openalex.org/W2142573419","https://openalex.org/W2152322845","https://openalex.org/W2153649463","https://openalex.org/W2154324994","https://openalex.org/W2161494102","https://openalex.org/W2165874743","https://openalex.org/W2171009857","https://openalex.org/W2600906272","https://openalex.org/W3141944942","https://openalex.org/W4232557450","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2171571997","https://openalex.org/W1965860384","https://openalex.org/W2272768744","https://openalex.org/W2293953271","https://openalex.org/W2381009996","https://openalex.org/W2393816671","https://openalex.org/W2386689530","https://openalex.org/W1584028106","https://openalex.org/W2389804866","https://openalex.org/W2367377022"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
