{"id":"https://openalex.org/W2564586762","doi":"https://doi.org/10.1515/jisys-2016-0044","title":"Mining Spatial Association Rules to Automatic Grouping of Spatial Data Objects Using Multiple Kernel-Based Probabilistic Clustering","display_name":"Mining Spatial Association Rules to Automatic Grouping of Spatial Data Objects Using Multiple Kernel-Based Probabilistic Clustering","publication_year":2016,"publication_date":"2016-08-06","ids":{"openalex":"https://openalex.org/W2564586762","doi":"https://doi.org/10.1515/jisys-2016-0044","mag":"2564586762"},"language":"en","primary_location":{"id":"doi:10.1515/jisys-2016-0044","is_oa":false,"landing_page_url":"https://doi.org/10.1515/jisys-2016-0044","pdf_url":null,"source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doaj.org/article/4ac6500f6ad14cb0a375ea25e03ec008","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014403213","display_name":"Y. Jayababu","orcid":null},"institutions":[{"id":"https://openalex.org/I12419238","display_name":"Acharya N. G. Ranga Agricultural University","ror":"https://ror.org/00tjh4k26","country_code":"IN","type":"education","lineage":["https://openalex.org/I12419238"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Y. Jayababu","raw_affiliation_strings":["Department of CSE, Pragati Engineering College , Surampalem , Andhra Pradesh 533437, India","Department of CSE, Pragati Engineering College, Surampalem, Andhra Pradesh 533437, India"],"affiliations":[{"raw_affiliation_string":"Department of CSE, Pragati Engineering College , Surampalem , Andhra Pradesh 533437, India","institution_ids":["https://openalex.org/I12419238"]},{"raw_affiliation_string":"Department of CSE, Pragati Engineering College, Surampalem, Andhra Pradesh 533437, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014600568","display_name":"G. P. Saradhi Varma","orcid":"https://orcid.org/0000-0002-4885-1678"},"institutions":[{"id":"https://openalex.org/I4400009046","display_name":"SRKR Engineering College","ror":"https://ror.org/038qac964","country_code":null,"type":"education","lineage":["https://openalex.org/I4400009046"]},{"id":"https://openalex.org/I4210100463","display_name":"SRM University, Andhra Pradesh","ror":"https://ror.org/013vs5h31","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210100463"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"G.P.S. Varma","raw_affiliation_strings":["SRKR Engineering College , Andhra Pradesh , India","SRKR Engineering College, Andhra Pradesh, India"],"affiliations":[{"raw_affiliation_string":"SRKR Engineering College , Andhra Pradesh , India","institution_ids":["https://openalex.org/I4210100463"]},{"raw_affiliation_string":"SRKR Engineering College, Andhra Pradesh, India","institution_ids":["https://openalex.org/I4210100463","https://openalex.org/I4400009046"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013033746","display_name":"A. Govardhan","orcid":"https://orcid.org/0000-0001-9239-0138"},"institutions":[{"id":"https://openalex.org/I10874241","display_name":"Jawaharlal Nehru Technological University, Hyderabad","ror":"https://ror.org/002tchr49","country_code":"IN","type":"education","lineage":["https://openalex.org/I10874241"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"A. Govardhan","raw_affiliation_strings":["University College of Engineering , Jawaharlal Nehru Technological University , Hyderabad , India","University College of Engineering, Jawaharlal Nehru Technological University, Hyderabad, India"],"affiliations":[{"raw_affiliation_string":"University College of Engineering , Jawaharlal Nehru Technological University , Hyderabad , India","institution_ids":["https://openalex.org/I10874241"]},{"raw_affiliation_string":"University College of Engineering, Jawaharlal Nehru Technological University, Hyderabad, India","institution_ids":["https://openalex.org/I10874241"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5014403213"],"corresponding_institution_ids":["https://openalex.org/I12419238"],"apc_list":{"value":1000,"currency":"EUR","value_usd":1078},"apc_paid":null,"fwci":1.327,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.87237081,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"26","issue":"3","first_page":"561","last_page":"572"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11106","display_name":"Data Management and Algorithms","score":0.996999979019165,"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"}},{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9894999861717224,"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":0.7104719877243042},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6810101866722107},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6723430156707764},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6650494933128357},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.5549081563949585},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.47932398319244385},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4630224108695984},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4480370879173279},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2407226860523224},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09442466497421265}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7104719877243042},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6810101866722107},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6723430156707764},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6650494933128357},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.5549081563949585},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.47932398319244385},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4630224108695984},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4480370879173279},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2407226860523224},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09442466497421265},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1515/jisys-2016-0044","is_oa":false,"landing_page_url":"https://doi.org/10.1515/jisys-2016-0044","pdf_url":null,"source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4ac6500f6ad14cb0a375ea25e03ec008","is_oa":true,"landing_page_url":"https://doaj.org/article/4ac6500f6ad14cb0a375ea25e03ec008","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Intelligent Systems, Vol 26, Iss 3, Pp 561-572 (2017)","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:doaj.org/article:4ac6500f6ad14cb0a375ea25e03ec008","is_oa":true,"landing_page_url":"https://doaj.org/article/4ac6500f6ad14cb0a375ea25e03ec008","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Intelligent Systems, Vol 26, Iss 3, Pp 561-572 (2017)","raw_type":"article"},"sustainable_development_goals":[{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1556674401","https://openalex.org/W1870669718","https://openalex.org/W1969188690","https://openalex.org/W1971853188","https://openalex.org/W1973749534","https://openalex.org/W1986471197","https://openalex.org/W2034111910","https://openalex.org/W2040263621","https://openalex.org/W2056305270","https://openalex.org/W2061701011","https://openalex.org/W2077993913","https://openalex.org/W2093062199","https://openalex.org/W2096414825","https://openalex.org/W2098318741","https://openalex.org/W2127218421","https://openalex.org/W2132906334","https://openalex.org/W2145244409","https://openalex.org/W2163563073","https://openalex.org/W2166635253","https://openalex.org/W2263530181","https://openalex.org/W3176132770"],"related_works":["https://openalex.org/W2804364458","https://openalex.org/W2943623134","https://openalex.org/W4298130764","https://openalex.org/W2494523064","https://openalex.org/W2132641928","https://openalex.org/W2090259340","https://openalex.org/W4310225030","https://openalex.org/W2215759665","https://openalex.org/W2083665254","https://openalex.org/W3025157844"],"abstract_inverted_index":{"Abstract":[0],"With":[1],"the":[2,32,43,94,103,109,136,151,159,161,165,177],"extensive":[3],"application":[4],"of":[5,26,74,135,145,153],"spatial":[6,33,44,53,61,66,75,110],"databases":[7,34],"to":[8,15,57,71,102,106],"various":[9],"fields":[10],"ranging":[11],"from":[12,60],"remote":[13],"sensing":[14],"geographical":[16],"information":[17],"systems,":[18],"computer":[19],"cartography,":[20],"environmental":[21],"assessment,":[22],"and":[23,28,41,46,91,127,155],"planning,":[24],"discovery":[25],"interesting":[27],"hidden":[29],"knowledge":[30,47,59],"in":[31],"is":[35,100,120,139],"a":[36,79],"considerable":[37],"chore":[38],"for":[39],"classifying":[40],"using":[42,78,150],"data":[45,54,76,111,143],"bases.":[48],"The":[49,133],"literature":[50],"presents":[51],"different":[52,147],"mining":[55],"methods":[56],"mine":[58],"databases.":[62],"In":[63],"this":[64],"paper,":[65],"association":[67],"rules":[68,154],"are":[69,131],"mined":[70],"automatic":[72],"grouping":[73],"objects":[77],"candidate":[80],"generation":[81],"process":[82],"with":[83,122,141,176],"three":[84,142,146],"constraint":[85],"measures,":[86],"such":[87],"as":[88,174],"support,":[89],"confidence,":[90],"lift.":[92],"Then,":[93],"proposed":[95,137,166],"multiple":[96,123],"kernel-based":[97],"probabilistic":[98,118,168,179],"clustering":[99,156,169],"applied":[101],"associate":[104],"vector":[105],"further":[107],"group":[108],"objects.":[112],"Here,":[113],"membership":[114],"probability":[115],"based":[116],"on":[117],"distance":[119],"used":[121],"kernels,":[124],"where":[125],"exponential":[126],"tangential":[128],"kernel":[129],"functions":[130],"utilized.":[132],"performance":[134],"method":[138],"analyzed":[140],"sets":[144],"geometry":[148],"types":[149],"number":[152],"accuracy.":[157],"From":[158],"experimentation,":[160],"results":[162],"proved":[163],"that":[164],"multi-kernel":[167],"algorithm":[170],"achieved":[171],"better":[172],"accuracy":[173],"compared":[175],"existing":[178],"clustering.":[180]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-12-06T23:10:59.065948","created_date":"2025-10-10T00:00:00"}