{"id":"https://openalex.org/W3135913122","doi":"https://doi.org/10.1109/imcom51814.2021.9377417","title":"A Reconcile of Density Based and Hierarchical Clustering Based on the Laws of Physics","display_name":"A Reconcile of Density Based and Hierarchical Clustering Based on the Laws of Physics","publication_year":2021,"publication_date":"2021-01-04","ids":{"openalex":"https://openalex.org/W3135913122","doi":"https://doi.org/10.1109/imcom51814.2021.9377417","mag":"3135913122"},"language":"en","primary_location":{"id":"doi:10.1109/imcom51814.2021.9377417","is_oa":false,"landing_page_url":"https://doi.org/10.1109/imcom51814.2021.9377417","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 15th International Conference on Ubiquitous Information Management and Communication (IMCOM)","raw_type":"proceedings-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/A5047304956","display_name":"Nader Bazyari","orcid":null},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Nader Bazyari","raw_affiliation_strings":["Department of Computer Science, School of Mathematics, Statistics and Computer Science, College of Science, University of Tehran, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, School of Mathematics, Statistics and Computer Science, College of Science, University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072704310","display_name":"Hedieh Sajedi","orcid":"https://orcid.org/0000-0003-4782-9222"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Hedieh Sajedi","raw_affiliation_strings":["Department of Computer Science, School of Mathematics, Statistics and Computer Science, College of Science, University of Tehran, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, School of Mathematics, Statistics and Computer Science, College of Science, University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5047304956"],"corresponding_institution_ids":["https://openalex.org/I23946033"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03354475,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","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/T10637","display_name":"Advanced Clustering Algorithms Research","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/T10057","display_name":"Face and Expression Recognition","score":0.9876000285148621,"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/T12536","display_name":"Topological and Geometric Data Analysis","score":0.9865999817848206,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.7956869602203369},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.659905731678009},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5670918226242065},{"id":"https://openalex.org/keywords/hierarchical-clustering","display_name":"Hierarchical clustering","score":0.5431094169616699},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5350070595741272},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.5259621143341064},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.33175307512283325},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3244560956954956},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3239247798919678},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2753201425075531},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1518154740333557},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.14040115475654602}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7956869602203369},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.659905731678009},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5670918226242065},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.5431094169616699},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5350070595741272},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.5259621143341064},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.33175307512283325},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3244560956954956},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3239247798919678},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2753201425075531},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1518154740333557},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14040115475654602},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/imcom51814.2021.9377417","is_oa":false,"landing_page_url":"https://doi.org/10.1109/imcom51814.2021.9377417","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 15th International Conference on Ubiquitous Information Management and Communication (IMCOM)","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":31,"referenced_works":["https://openalex.org/W87092222","https://openalex.org/W1530161281","https://openalex.org/W1673310716","https://openalex.org/W1971017968","https://openalex.org/W2009017316","https://openalex.org/W2011430131","https://openalex.org/W2022686119","https://openalex.org/W2049633694","https://openalex.org/W2053742104","https://openalex.org/W2059371458","https://openalex.org/W2067191022","https://openalex.org/W2073459066","https://openalex.org/W2110158442","https://openalex.org/W2112113099","https://openalex.org/W2115959659","https://openalex.org/W2121927366","https://openalex.org/W2128201718","https://openalex.org/W2134557905","https://openalex.org/W2150593711","https://openalex.org/W2153156486","https://openalex.org/W2155368608","https://openalex.org/W2162950292","https://openalex.org/W2172218320","https://openalex.org/W2344098152","https://openalex.org/W2797602122","https://openalex.org/W2897534840","https://openalex.org/W3014337038","https://openalex.org/W3040900785","https://openalex.org/W4243863038","https://openalex.org/W4289684174","https://openalex.org/W4301051483"],"related_works":["https://openalex.org/W4287880334","https://openalex.org/W4366700029","https://openalex.org/W4285230481","https://openalex.org/W4385769873","https://openalex.org/W2015759683","https://openalex.org/W4281634296","https://openalex.org/W4319161863","https://openalex.org/W2371687270","https://openalex.org/W4307819175","https://openalex.org/W3200375535"],"abstract_inverted_index":{"In":[0],"this":[1,29],"paper":[2],"a":[3,43],"new":[4],"approach":[5,30],"toward":[6],"data":[7,18,47,63],"processing":[8],"is":[9,12],"proposed":[10,21],"that":[11,27,48],"inspired":[13],"by":[14,22],"all":[15],"the":[16,57,65],"prominent":[17],"clustering":[19,35],"algorithms":[20],"scholars.":[23],"The":[24],"main":[25],"motif":[26],"drove":[28],"was":[31,49,64],"to":[32,41],"mix":[33],"hierarchical":[34],"methods":[36],"with":[37],"Gaussian":[38],"Estimators":[39],"as":[40],"find":[42],"hidden":[44],"structure":[45],"in":[46],"not":[50],"reachable":[51],"using":[52],"traditional":[53],"bandwidth":[54],"estimators.":[55],"Instead":[56],"criteria":[58],"for":[59,67],"assessing":[60],"similarity":[61],"among":[62],"principles":[66],"Newtonian":[68],"Physics.":[69]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}