{"id":"https://openalex.org/W2330092455","doi":"https://doi.org/10.1109/tbme.2016.2542212","title":"Hierarchical Maximum Likelihood Clustering Approach","display_name":"Hierarchical Maximum Likelihood Clustering Approach","publication_year":2016,"publication_date":"2016-03-24","ids":{"openalex":"https://openalex.org/W2330092455","doi":"https://doi.org/10.1109/tbme.2016.2542212","mag":"2330092455","pmid":"https://pubmed.ncbi.nlm.nih.gov/27046867"},"language":"en","primary_location":{"id":"doi:10.1109/tbme.2016.2542212","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2016.2542212","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5025400322","display_name":"Alok Sharma","orcid":"https://orcid.org/0000-0002-7668-3501"},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]},{"id":"https://openalex.org/I4210086780","display_name":"Japan Science and Technology Agency","ror":"https://ror.org/00097mb19","country_code":"JP","type":"government","lineage":["https://openalex.org/I4210086780"]},{"id":"https://openalex.org/I4210150921","display_name":"RIKEN Center for Integrative Medical Sciences","ror":"https://ror.org/04mb6s476","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210110652","https://openalex.org/I4210150921"]}],"countries":["AU","JP"],"is_corresponding":false,"raw_author_name":"Alok Sharma","raw_affiliation_strings":["CREST, JST, Yokohama, Japan","Institute of Integrated and Intelligent Systems, Griffith University, Austrailia","RIKEN Center for Integrative Medical Sciences, Yokohama, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CREST, JST, Yokohama, Japan","institution_ids":["https://openalex.org/I4210086780"]},{"raw_affiliation_string":"Institute of Integrated and Intelligent Systems, Griffith University, Austrailia","institution_ids":["https://openalex.org/I11701301"]},{"raw_affiliation_string":"RIKEN Center for Integrative Medical Sciences, Yokohama, Japan","institution_ids":["https://openalex.org/I4210150921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055624617","display_name":"Keith A. Boroevich","orcid":"https://orcid.org/0000-0001-7095-7332"},"institutions":[{"id":"https://openalex.org/I4210150921","display_name":"RIKEN Center for Integrative Medical Sciences","ror":"https://ror.org/04mb6s476","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210110652","https://openalex.org/I4210150921"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Keith A. Boroevich","raw_affiliation_strings":["RIKEN Center for Integrative Medical Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RIKEN Center for Integrative Medical Sciences","institution_ids":["https://openalex.org/I4210150921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053070089","display_name":"Daichi Shigemizu","orcid":"https://orcid.org/0000-0002-4412-0552"},"institutions":[{"id":"https://openalex.org/I4210150921","display_name":"RIKEN Center for Integrative Medical Sciences","ror":"https://ror.org/04mb6s476","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210110652","https://openalex.org/I4210150921"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Daichi Shigemizu","raw_affiliation_strings":["RIKEN Center for Integrative Medical Sciences, JST"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RIKEN Center for Integrative Medical Sciences, JST","institution_ids":["https://openalex.org/I4210150921"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yoichiro Kamatani","orcid":null},"institutions":[{"id":"https://openalex.org/I4210150921","display_name":"RIKEN Center for Integrative Medical Sciences","ror":"https://ror.org/04mb6s476","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210110652","https://openalex.org/I4210150921"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yoichiro Kamatani","raw_affiliation_strings":["RIKEN Center for Integrative Medical Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RIKEN Center for Integrative Medical Sciences","institution_ids":["https://openalex.org/I4210150921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072877214","display_name":"Michiaki Kubo","orcid":"https://orcid.org/0000-0002-0095-2322"},"institutions":[{"id":"https://openalex.org/I4210150921","display_name":"RIKEN Center for Integrative Medical Sciences","ror":"https://ror.org/04mb6s476","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210110652","https://openalex.org/I4210150921"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Michiaki Kubo","raw_affiliation_strings":["RIKEN Center for Integrative Medical Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RIKEN Center for Integrative Medical Sciences","institution_ids":["https://openalex.org/I4210150921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049989071","display_name":"Tatsuhiko Tsunoda","orcid":"https://orcid.org/0000-0002-5439-7918"},"institutions":[{"id":"https://openalex.org/I125602781","display_name":"Tokyo Medical and Dental University","ror":"https://ror.org/051k3eh31","country_code":"JP","type":"education","lineage":["https://openalex.org/I125602781"]},{"id":"https://openalex.org/I4210086780","display_name":"Japan Science and Technology Agency","ror":"https://ror.org/00097mb19","country_code":"JP","type":"government","lineage":["https://openalex.org/I4210086780"]},{"id":"https://openalex.org/I4210150921","display_name":"RIKEN Center for Integrative Medical Sciences","ror":"https://ror.org/04mb6s476","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210110652","https://openalex.org/I4210150921"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tatsuhiko Tsunoda","raw_affiliation_strings":["Medical Research Institute, Tokyo Medical and Dental University, Tokyo, Japan","CREST, JST, Yokohama, Japan","RIKEN Center for Integrative Medical Sciences, Yokohama, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical Research Institute, Tokyo Medical and Dental University, Tokyo, Japan","institution_ids":["https://openalex.org/I125602781"]},{"raw_affiliation_string":"CREST, JST, Yokohama, Japan","institution_ids":["https://openalex.org/I4210086780"]},{"raw_affiliation_string":"RIKEN Center for Integrative Medical Sciences, Yokohama, Japan","institution_ids":["https://openalex.org/I4210150921"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.662,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.97646019,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"64","issue":"1","first_page":"112","last_page":"122"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.5595999956130981,"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":0.5595999956130981,"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/T10885","display_name":"Gene expression and cancer classification","score":0.18369999527931213,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.04610000178217888,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8945239782333374},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6565591096878052},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6078097820281982},{"id":"https://openalex.org/keywords/clustering-high-dimensional-data","display_name":"Clustering high-dimensional data","score":0.589126467704773},{"id":"https://openalex.org/keywords/hierarchical-clustering","display_name":"Hierarchical clustering","score":0.5369009971618652},{"id":"https://openalex.org/keywords/biological-data","display_name":"Biological data","score":0.5194572806358337},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.43879246711730957},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.4261007308959961},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27016687393188477},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.1632259488105774},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07508501410484314}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8945239782333374},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6565591096878052},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6078097820281982},{"id":"https://openalex.org/C184509293","wikidata":"https://www.wikidata.org/wiki/Q5136711","display_name":"Clustering high-dimensional data","level":3,"score":0.589126467704773},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.5369009971618652},{"id":"https://openalex.org/C201797286","wikidata":"https://www.wikidata.org/wiki/Q4914986","display_name":"Biological data","level":2,"score":0.5194572806358337},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.43879246711730957},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.4261007308959961},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27016687393188477},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.1632259488105774},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07508501410484314}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016013","descriptor_name":"Likelihood Functions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016013","descriptor_name":"Likelihood Functions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016013","descriptor_name":"Likelihood Functions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/tbme.2016.2542212","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2016.2542212","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},{"id":"pmid:27046867","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27046867","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on bio-medical engineering","raw_type":null},{"id":"pmh:oai:research-repository.griffith.edu.au:10072/343356","is_oa":false,"landing_page_url":"http://hdl.handle.net/10072/343356","pdf_url":null,"source":{"id":"https://openalex.org/S4306402548","display_name":"Griffith Research Online (Griffith University, Queensland, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11701301","host_organization_name":"Griffith University","host_organization_lineage":["https://openalex.org/I11701301"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8004405434","display_name":"Comprehensive research on statistical methodologies and their applications for development of personalized medicine","funder_award_id":"16H06299","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"},{"id":"https://openalex.org/F4320338075","display_name":"Core Research for Evolutional Science and Technology","ror":"https://ror.org/00097mb19"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":82,"referenced_works":["https://openalex.org/W1494730498","https://openalex.org/W1495441429","https://openalex.org/W1522592437","https://openalex.org/W1546877403","https://openalex.org/W1548779692","https://openalex.org/W1579271636","https://openalex.org/W1587094587","https://openalex.org/W1699498167","https://openalex.org/W1943383135","https://openalex.org/W1992419399","https://openalex.org/W1993962865","https://openalex.org/W2011430131","https://openalex.org/W2016382728","https://openalex.org/W2021920262","https://openalex.org/W2022772618","https://openalex.org/W2023461603","https://openalex.org/W2024643935","https://openalex.org/W2029687411","https://openalex.org/W2032620230","https://openalex.org/W2033657798","https://openalex.org/W2049633694","https://openalex.org/W2050041805","https://openalex.org/W2079361215","https://openalex.org/W2079392363","https://openalex.org/W2089950018","https://openalex.org/W2091480648","https://openalex.org/W2095378398","https://openalex.org/W2095763169","https://openalex.org/W2096142412","https://openalex.org/W2100964305","https://openalex.org/W2102035376","https://openalex.org/W2102272134","https://openalex.org/W2107946060","https://openalex.org/W2109363337","https://openalex.org/W2115462905","https://openalex.org/W2115746347","https://openalex.org/W2118928783","https://openalex.org/W2120026622","https://openalex.org/W2120636855","https://openalex.org/W2120962599","https://openalex.org/W2121853761","https://openalex.org/W2126007985","https://openalex.org/W2128999403","https://openalex.org/W2133148918","https://openalex.org/W2144504271","https://openalex.org/W2151398376","https://openalex.org/W2152055456","https://openalex.org/W2154204493","https://openalex.org/W2156521045","https://openalex.org/W2158672897","https://openalex.org/W2159400887","https://openalex.org/W2160586919","https://openalex.org/W2165892974","https://openalex.org/W2166033483","https://openalex.org/W2170685496","https://openalex.org/W2171485467","https://openalex.org/W2209623068","https://openalex.org/W2229908198","https://openalex.org/W2246270786","https://openalex.org/W2324392187","https://openalex.org/W2394705709","https://openalex.org/W2479531384","https://openalex.org/W2488678869","https://openalex.org/W2787894218","https://openalex.org/W2999729612","https://openalex.org/W3089552053","https://openalex.org/W3121818550","https://openalex.org/W4206439534","https://openalex.org/W4231147569","https://openalex.org/W4240025081","https://openalex.org/W4242410062","https://openalex.org/W4244494905","https://openalex.org/W4298882835","https://openalex.org/W6629602544","https://openalex.org/W6631284540","https://openalex.org/W6637588882","https://openalex.org/W6661041901","https://openalex.org/W6674616012","https://openalex.org/W6683405116","https://openalex.org/W6684213469","https://openalex.org/W6689475862","https://openalex.org/W6711511014"],"related_works":["https://openalex.org/W2556490192","https://openalex.org/W2361242132","https://openalex.org/W3071522575","https://openalex.org/W2892323093","https://openalex.org/W2353443653","https://openalex.org/W3140018618","https://openalex.org/W2406185607","https://openalex.org/W2389934482","https://openalex.org/W2895672775","https://openalex.org/W2399084168"],"abstract_inverted_index":{"OBJECTIVE:":[0],"In":[1,14,73,142],"this":[2,74,190],"paper,":[3,75],"we":[4,84],"focused":[5],"on":[6,92],"developing":[7],"a":[8,86,93,178],"clustering":[9,47,63,89,101,115],"approach":[10],"for":[11],"biological":[12,16,56,82,184],"data.":[13,185],"many":[15,53,163],"analyses,":[17],"such":[18],"as":[19,159],"multiomics":[20],"data":[21,35,105,125],"analysis":[22],"and":[23,153,173,180],"genome-wide":[24],"association":[25],"studies":[26],"analysis,":[27],"it":[28,144],"is":[29,49,121,131,160],"crucial":[30],"to":[31,37,107,137,176,183],"find":[32],"groups":[33,109],"of":[34,39,81,119,150,156,189],"belonging":[36,106],"subtypes":[38],"diseases":[40],"or":[41],"tumors.":[42],"METHODS:":[43],"Conventionally,":[44],"the":[45,79,104,117,124,139,148,151,196],"k-means":[46],"algorithm":[48,170],"overwhelmingly":[50],"applied":[51,182],"in":[52],"areas":[54],"including":[55,69],"sciences.":[57],"There":[58],"are,":[59],"however,":[60],"several":[61],"alternative":[62],"algorithms":[64],"that":[65],"can":[66,99,112,192],"be":[67,193],"applied,":[68],"support":[70],"vector":[71],"clustering.":[72],"taking":[76],"into":[77],"consideration":[78],"nature":[80],"data,":[83],"propose":[85],"maximum":[87,165],"likelihood":[88,157],"scheme":[90,130],"based":[91],"hierarchical":[94],"framework.":[95],"RESULTS:":[96],"This":[97,169],"method":[98,191],"perform":[100,114],"even":[102],"when":[103,116],"different":[108],"overlap.":[110],"It":[111],"also":[113],"number":[118],"samples":[120],"lower":[122],"than":[123],"dimensionality.":[126],"CONCLUSION:":[127],"The":[128],"proposed":[129],"free":[132],"from":[133,195],"selecting":[134],"initial":[135],"settings":[136],"begin":[138],"search":[140],"process.":[141],"addition,":[143],"does":[145],"not":[146],"require":[147],"computation":[149],"first":[152],"second":[154],"derivative":[155],"functions,":[158],"required":[161],"by":[162],"other":[164],"likelihood-based":[166],"methods.":[167],"SIGNIFICANCE:":[168],"uses":[171],"distribution":[172],"centroid":[174],"information":[175],"cluster":[177],"sample":[179],"was":[181],"A":[186],"MATLAB":[187],"implementation":[188],"downloaded":[194],"web":[197],"link":[198],"http://www.riken.jp/en/research/labs/ims/med_sci_math/.":[199]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
