{"id":"https://openalex.org/W1998811264","doi":"https://doi.org/10.1109/med.2014.6961441","title":"Distance-constrained data clustering by combined k-means algorithms and opinion dynamics filters","display_name":"Distance-constrained data clustering by combined k-means algorithms and opinion dynamics filters","publication_year":2014,"publication_date":"2014-06-01","ids":{"openalex":"https://openalex.org/W1998811264","doi":"https://doi.org/10.1109/med.2014.6961441","mag":"1998811264"},"language":"en","primary_location":{"id":"doi:10.1109/med.2014.6961441","is_oa":false,"landing_page_url":"https://doi.org/10.1109/med.2014.6961441","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"22nd Mediterranean Conference on Control and Automation","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/A5012297844","display_name":"Gabriele Oliva","orcid":"https://orcid.org/0000-0001-7257-4079"},"institutions":[{"id":"https://openalex.org/I155125353","display_name":"Universit\u00e0 Campus Bio-Medico","ror":"https://ror.org/04gqx4x78","country_code":"IT","type":"education","lineage":["https://openalex.org/I155125353"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Gabriele Oliva","raw_affiliation_strings":["University Campus Bio-Medico of Rome, Italy, Rome, Italy","[University Campus Bio-Medico of Rome, Italy, Via A. del Portillo 21, 00128 Rome, Italy]"],"affiliations":[{"raw_affiliation_string":"University Campus Bio-Medico of Rome, Italy, Rome, Italy","institution_ids":["https://openalex.org/I155125353"]},{"raw_affiliation_string":"[University Campus Bio-Medico of Rome, Italy, Via A. del Portillo 21, 00128 Rome, Italy]","institution_ids":["https://openalex.org/I155125353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111582258","display_name":"D. La Manna","orcid":null},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Damiano La Manna","raw_affiliation_strings":["Dipartimento di Energia, University of Palermo, Italy","Dipartimento di Energia, Ingegneria dell'Informazione e Modelli Matematici (DEIM), Viale delle Scienze, Edificio 10, University of Palermo, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Energia, University of Palermo, Italy","institution_ids":["https://openalex.org/I900890020"]},{"raw_affiliation_string":"Dipartimento di Energia, Ingegneria dell'Informazione e Modelli Matematici (DEIM), Viale delle Scienze, Edificio 10, University of Palermo, Italy","institution_ids":["https://openalex.org/I900890020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070192940","display_name":"Adriano Fagiolini","orcid":"https://orcid.org/0000-0001-9943-1975"},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Adriano Fagiolini","raw_affiliation_strings":["Dipartimento di Energia, University of Palermo, Italy","Dipartimento di Energia, Ingegneria dell'Informazione e Modelli Matematici (DEIM), Viale delle Scienze, Edificio 10, University of Palermo, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Energia, University of Palermo, Italy","institution_ids":["https://openalex.org/I900890020"]},{"raw_affiliation_string":"Dipartimento di Energia, Ingegneria dell'Informazione e Modelli Matematici (DEIM), Viale delle Scienze, Edificio 10, University of Palermo, Italy","institution_ids":["https://openalex.org/I900890020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032289109","display_name":"Roberto Setola","orcid":"https://orcid.org/0000-0002-8792-2520"},"institutions":[{"id":"https://openalex.org/I155125353","display_name":"Universit\u00e0 Campus Bio-Medico","ror":"https://ror.org/04gqx4x78","country_code":"IT","type":"education","lineage":["https://openalex.org/I155125353"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Roberto Setola","raw_affiliation_strings":["University Campus Bio-Medico of Rome, Italy, Rome, Italy","[University Campus Bio-Medico of Rome, Italy, Via A. del Portillo 21, 00128 Rome, Italy]"],"affiliations":[{"raw_affiliation_string":"University Campus Bio-Medico of Rome, Italy, Rome, Italy","institution_ids":["https://openalex.org/I155125353"]},{"raw_affiliation_string":"[University Campus Bio-Medico of Rome, Italy, Via A. del Portillo 21, 00128 Rome, Italy]","institution_ids":["https://openalex.org/I155125353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5012297844"],"corresponding_institution_ids":["https://openalex.org/I155125353"],"apc_list":null,"apc_paid":null,"fwci":0.2395,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.54742679,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"612","last_page":"619"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9998999834060669,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9980999827384949,"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/T11252","display_name":"Evolutionary Game Theory and Cooperation","score":0.9101999998092651,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7923437356948853},{"id":"https://openalex.org/keywords/centroid","display_name":"Centroid","score":0.7569328546524048},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.6725682020187378},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6490083336830139},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.533542275428772},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.5312691926956177},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5186311602592468},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.49027135968208313},{"id":"https://openalex.org/keywords/constrained-clustering","display_name":"Constrained clustering","score":0.4708746671676636},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.4655037522315979},{"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":0.45854735374450684},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.43460845947265625},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4267312288284302},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.36444970965385437},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.3425292372703552},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25976109504699707},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21708908677101135}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7923437356948853},{"id":"https://openalex.org/C146599234","wikidata":"https://www.wikidata.org/wiki/Q511093","display_name":"Centroid","level":2,"score":0.7569328546524048},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.6725682020187378},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6490083336830139},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.533542275428772},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.5312691926956177},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5186311602592468},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.49027135968208313},{"id":"https://openalex.org/C27964816","wikidata":"https://www.wikidata.org/wiki/Q5164359","display_name":"Constrained clustering","level":5,"score":0.4708746671676636},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.4655037522315979},{"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":0.45854735374450684},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.43460845947265625},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4267312288284302},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.36444970965385437},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.3425292372703552},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25976109504699707},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21708908677101135},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/med.2014.6961441","is_oa":false,"landing_page_url":"https://doi.org/10.1109/med.2014.6961441","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"22nd Mediterranean Conference on Control and Automation","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unipa.it:10447/98017","is_oa":false,"landing_page_url":"http://ieeexplore.ieee.org/document/6961441/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401065","display_name":"Nova Science Publishers (Nova Science Publishers, Inc.)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7799999713897705}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2283060","https://openalex.org/W108686177","https://openalex.org/W1636513602","https://openalex.org/W1990368529","https://openalex.org/W1992944574","https://openalex.org/W1994390718","https://openalex.org/W2019579651","https://openalex.org/W2047642277","https://openalex.org/W2049633694","https://openalex.org/W2075289924","https://openalex.org/W2088760612","https://openalex.org/W2099589402","https://openalex.org/W2106231890","https://openalex.org/W2107396783","https://openalex.org/W2109619915","https://openalex.org/W2113096089","https://openalex.org/W2127218421","https://openalex.org/W2134089414","https://openalex.org/W2134158406","https://openalex.org/W2165491190","https://openalex.org/W2319660501","https://openalex.org/W2325652290","https://openalex.org/W6604444025","https://openalex.org/W6676950571","https://openalex.org/W6678914141","https://openalex.org/W6679849079"],"related_works":["https://openalex.org/W1525022337","https://openalex.org/W2040929534","https://openalex.org/W2188840951","https://openalex.org/W2085801246","https://openalex.org/W4380558659","https://openalex.org/W2101637161","https://openalex.org/W1491908038","https://openalex.org/W2293953271","https://openalex.org/W4387534332","https://openalex.org/W2473745301"],"abstract_inverted_index":{"Data":[0],"clustering":[1,90],"algorithms":[2,25],"represent":[3],"mechanisms":[4],"for":[5,31],"partitioning":[6],"huge":[7],"arrays":[8],"of":[9,22,42,46,60,86,124,135,141,164],"multidimensional":[10],"data":[11,89,136],"into":[12,137],"groups":[13],"with":[14],"small":[15],"in-group":[16],"and":[17],"large":[18],"out-group":[19],"distances.":[20,101],"Most":[21],"the":[23,32,57,87,98,104,125,128,132,144,154,158],"existing":[24],"fail":[26],"when":[27],"a":[28,50,64,69,138,149],"lower":[29],"bound":[30],"distance":[33,160],"among":[34,161],"cluster":[35,99,165],"centroids":[36,166],"is":[37,77,92,113,119,127,167],"specified,":[38],"while":[39],"this":[40,82],"type":[41],"constraint":[43],"can":[44],"be":[45],"help":[47],"in":[48,151],"obtaining":[49],"better":[51],"clustering.":[52],"Traditional":[53],"approaches":[54],"require":[55],"that":[56,76,112],"desired":[58],"number":[59,140,150],"clusters":[61],"are":[62],"specified":[63],"priori,":[65],"which":[66],"requires":[67],"either":[68],"subjective":[70],"decision":[71],"or":[72],"global":[73],"meta-information":[74],"knowledge":[75],"not":[78],"easily":[79],"obtainable.":[80],"In":[81,153],"paper,":[83],"an":[84,110],"extension":[85],"standard":[88],"problem":[91],"addressed,":[93],"including":[94],"additional":[95],"constraints":[96],"on":[97,103],"centroid":[100],"Based":[102],"well-known":[105],"Hegelsmann-Krause":[106],"opinion":[107],"dynamics":[108],"model,":[109],"algorithm":[111,126],"capable":[114],"to":[115,130,146],"find":[116],"admissible":[117],"solutions":[118],"given.":[120],"A":[121],"key":[122],"feature":[123],"ability":[129],"partition":[131],"original":[133],"set":[134],"suitable":[139],"clusters,":[142],"without":[143],"necessity":[145],"specify":[147],"such":[148],"advance.":[152],"proposed":[155],"approach,":[156],"instead,":[157],"maximum":[159],"any":[162],"pair":[163],"specified.":[168]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}