{"id":"https://openalex.org/W3004328354","doi":"https://doi.org/10.1145/3375998.3376016","title":"Research and Application of Improved CHAMELEON Algorithm Based on Condensed Hierarchical Clustering Method","display_name":"Research and Application of Improved CHAMELEON Algorithm Based on Condensed Hierarchical Clustering Method","publication_year":2019,"publication_date":"2019-12-13","ids":{"openalex":"https://openalex.org/W3004328354","doi":"https://doi.org/10.1145/3375998.3376016","mag":"3004328354"},"language":"en","primary_location":{"id":"doi:10.1145/3375998.3376016","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3375998.3376016","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 8th International Conference on Networks, Communication and Computing","raw_type":"proceedings-article"},"type":"conference-paper","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/A5000761221","display_name":"Dongwei Guo","orcid":"https://orcid.org/0000-0002-2482-0447"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongwei Guo","raw_affiliation_strings":["College of Computer Science and Technology, Jilin University, Changchun City, Jilin Province, CHN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, Changchun City, Jilin Province, CHN","institution_ids":["https://openalex.org/I194450716","https://openalex.org/I4210134929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104113368","display_name":"Jingjing Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingjing Zhao","raw_affiliation_strings":["College of Computer Science and Technology, Jilin University, Changchun City, Jilin Province, CHN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, Changchun City, Jilin Province, CHN","institution_ids":["https://openalex.org/I194450716","https://openalex.org/I4210134929"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062552176","display_name":"Jici Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jici Liu","raw_affiliation_strings":["College of Computer Science and Technology, Jilin University, Changchun City, Jilin Province, CHN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, Changchun City, Jilin Province, CHN","institution_ids":["https://openalex.org/I194450716","https://openalex.org/I4210134929"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.328,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.63182541,"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":"14","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.995199978351593,"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":0.995199978351593,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.984499990940094,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/cluster-analysis","display_name":"Cluster analysis","score":0.7650220990180969},{"id":"https://openalex.org/keywords/nearest-neighbor-chain-algorithm","display_name":"Nearest-neighbor chain algorithm","score":0.6441903114318848},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6269977688789368},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.6144500374794006},{"id":"https://openalex.org/keywords/hierarchical-clustering","display_name":"Hierarchical clustering","score":0.5930144190788269},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5305830836296082},{"id":"https://openalex.org/keywords/hierarchical-clustering-of-networks","display_name":"Hierarchical clustering of networks","score":0.49406102299690247},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4849691390991211},{"id":"https://openalex.org/keywords/canopy-clustering-algorithm","display_name":"Canopy clustering algorithm","score":0.4606281816959381},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.4227461814880371},{"id":"https://openalex.org/keywords/graph-partition","display_name":"Graph partition","score":0.41945332288742065},{"id":"https://openalex.org/keywords/single-linkage-clustering","display_name":"Single-linkage clustering","score":0.41666221618652344},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.36277011036872864},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3423881530761719},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2864171266555786},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2533770203590393},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2373531460762024}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7650220990180969},{"id":"https://openalex.org/C102164700","wikidata":"https://www.wikidata.org/wiki/Q17162702","display_name":"Nearest-neighbor chain algorithm","level":5,"score":0.6441903114318848},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6269977688789368},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.6144500374794006},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.5930144190788269},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5305830836296082},{"id":"https://openalex.org/C82261393","wikidata":"https://www.wikidata.org/wiki/Q17038699","display_name":"Hierarchical clustering of networks","level":5,"score":0.49406102299690247},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4849691390991211},{"id":"https://openalex.org/C104047586","wikidata":"https://www.wikidata.org/wiki/Q5033439","display_name":"Canopy clustering algorithm","level":4,"score":0.4606281816959381},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.4227461814880371},{"id":"https://openalex.org/C48903430","wikidata":"https://www.wikidata.org/wiki/Q491370","display_name":"Graph partition","level":3,"score":0.41945332288742065},{"id":"https://openalex.org/C22648726","wikidata":"https://www.wikidata.org/wiki/Q7523744","display_name":"Single-linkage clustering","level":5,"score":0.41666221618652344},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.36277011036872864},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3423881530761719},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2864171266555786},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2533770203590393},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2373531460762024},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3375998.3376016","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3375998.3376016","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 8th International Conference on Networks, Communication and Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W174496768","https://openalex.org/W1971318281","https://openalex.org/W2100216106","https://openalex.org/W2141585940","https://openalex.org/W2144517923","https://openalex.org/W2912567961","https://openalex.org/W2997998108"],"related_works":["https://openalex.org/W4221155734","https://openalex.org/W2360225591","https://openalex.org/W2369902490","https://openalex.org/W4226219407","https://openalex.org/W2384052049","https://openalex.org/W2385630304","https://openalex.org/W4241767317","https://openalex.org/W2380223361","https://openalex.org/W2377862590","https://openalex.org/W4220814143"],"abstract_inverted_index":{"CHAMELEON":[0,19],"clustering":[1,78,92],"algorithm":[2,20,47,99],"uses":[3,85],"dynamic":[4],"modeling":[5],"to":[6,32,53,63,94,100,103],"find":[7],"high":[8],"quality":[9],"clusters":[10],"of":[11,65],"different":[12],"shapes,":[13],"sizes":[14],"and":[15,34,84,88],"densities.":[16],"When":[17],"the":[18,22,27,40,43,96],"constructs":[21],"k-nearest":[23],"neighbor":[24],"graph":[25],"G,":[26],"k":[28],"value":[29],"is":[30,56],"difficult":[31],"select":[33],"has":[35],"a":[36,57,74],"great":[37],"influence":[38],"on":[39,81],"result.":[41],"Using":[42],"multi-level":[44],"partitioned":[45],"hMetic":[46,98],"for":[48],"segmenting":[49],"large":[50],"hyper":[51],"graphs":[52],"divide":[54,101],"Gk":[55,102],"coarse":[58],"partition,":[59],"which":[60],"easily":[61],"leads":[62],"uncertainty":[64],"results.":[66],"Aiming":[67],"at":[68],"this":[69,71,86],"shortcoming,":[70],"paper":[72],"proposes":[73],"new":[75],"condensed":[76,90],"hierarchical":[77,91],"method":[79,93],"based":[80],"AGNES":[82],"algorithm,":[83],"convenient":[87],"efficient":[89],"replace":[95],"traditional":[97],"generate":[104],"sub-clusters.":[105]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}