{"id":"https://openalex.org/W2566940405","doi":"https://doi.org/10.1016/j.jksuci.2016.12.006","title":"Incremental topological spatial association rule mining and clustering from geographical datasets using probabilistic approach","display_name":"Incremental topological spatial association rule mining and clustering from geographical datasets using probabilistic approach","publication_year":2016,"publication_date":"2016-12-24","ids":{"openalex":"https://openalex.org/W2566940405","doi":"https://doi.org/10.1016/j.jksuci.2016.12.006","mag":"2566940405"},"language":"en","primary_location":{"id":"doi:10.1016/j.jksuci.2016.12.006","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jksuci.2016.12.006","pdf_url":null,"source":{"id":"https://openalex.org/S2764955546","display_name":"Journal of King Saud University - Computer and Information Sciences","issn_l":"1319-1578","issn":["1319-1578","2213-1248"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of King Saud University - Computer and Information Sciences","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.jksuci.2016.12.006","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014403213","display_name":"Y. Jayababu","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Y. Jayababu","raw_affiliation_strings":["Department of CSE, Pragati Engineering College, Surampalem, Andhra Pradesh 533437, India"],"raw_orcid":null,"affiliations":[{"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":[],"countries":[],"is_corresponding":false,"raw_author_name":"G.P.S. Varma","raw_affiliation_strings":["S R K R Engineering College, Andhra Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"S R K R Engineering College, Andhra Pradesh, India","institution_ids":[]}]},{"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"],"raw_orcid":null,"affiliations":[{"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":[],"apc_list":{"value":1350,"currency":"USD","value_usd":1350},"apc_paid":{"value":1350,"currency":"USD","value_usd":1350},"fwci":0.6901,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.8182752,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"30","issue":"4","first_page":"510","last_page":"523"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9970999956130981,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9842000007629395,"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/association-rule-learning","display_name":"Association rule learning","score":0.7999217510223389},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.716357946395874},{"id":"https://openalex.org/keywords/disjoint-sets","display_name":"Disjoint sets","score":0.716111958026886},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.699591875076294},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6146411299705505},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4993913173675537},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.4613073170185089},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.34166812896728516},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23483720421791077},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.203151673078537},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19986620545387268}],"concepts":[{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.7999217510223389},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.716357946395874},{"id":"https://openalex.org/C45340560","wikidata":"https://www.wikidata.org/wiki/Q215382","display_name":"Disjoint sets","level":2,"score":0.716111958026886},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.699591875076294},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6146411299705505},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4993913173675537},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.4613073170185089},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.34166812896728516},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23483720421791077},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.203151673078537},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19986620545387268},{"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:10.1016/j.jksuci.2016.12.006","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jksuci.2016.12.006","pdf_url":null,"source":{"id":"https://openalex.org/S2764955546","display_name":"Journal of King Saud University - Computer and Information Sciences","issn_l":"1319-1578","issn":["1319-1578","2213-1248"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of King Saud University - Computer and Information Sciences","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:14b6b3c07ca04d58b418a172f685af36","is_oa":true,"landing_page_url":"https://doaj.org/article/14b6b3c07ca04d58b418a172f685af36","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"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 King Saud University: Computer and Information Sciences, Vol 30, Iss 4, Pp 510-523 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.jksuci.2016.12.006","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jksuci.2016.12.006","pdf_url":null,"source":{"id":"https://openalex.org/S2764955546","display_name":"Journal of King Saud University - Computer and Information Sciences","issn_l":"1319-1578","issn":["1319-1578","2213-1248"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of King Saud University - Computer and Information Sciences","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1481798977","https://openalex.org/W1484413656","https://openalex.org/W1530612431","https://openalex.org/W1556674401","https://openalex.org/W1578959085","https://openalex.org/W1870618159","https://openalex.org/W1870669718","https://openalex.org/W1967994289","https://openalex.org/W1969188690","https://openalex.org/W1971853188","https://openalex.org/W1973653928","https://openalex.org/W2034111910","https://openalex.org/W2040263621","https://openalex.org/W2056305270","https://openalex.org/W2061701011","https://openalex.org/W2093062199","https://openalex.org/W2096414825","https://openalex.org/W2098318741","https://openalex.org/W2099404336","https://openalex.org/W2100176599","https://openalex.org/W2116699705","https://openalex.org/W2116977648","https://openalex.org/W2157701289","https://openalex.org/W2163563073","https://openalex.org/W2166559705","https://openalex.org/W2183515182","https://openalex.org/W2263530181","https://openalex.org/W2345457931","https://openalex.org/W3176132770","https://openalex.org/W6605069247","https://openalex.org/W6628750762","https://openalex.org/W6634775095","https://openalex.org/W6643502518","https://openalex.org/W6674617363","https://openalex.org/W6677466229","https://openalex.org/W6677591760","https://openalex.org/W6684726440","https://openalex.org/W6686297355"],"related_works":["https://openalex.org/W4256429076","https://openalex.org/W1971174658","https://openalex.org/W2099195351","https://openalex.org/W2415164632","https://openalex.org/W2751920613","https://openalex.org/W2238349241","https://openalex.org/W2355668701","https://openalex.org/W2370453500","https://openalex.org/W2348092930","https://openalex.org/W2079402849"],"abstract_inverted_index":{"Due":[0],"to":[1,95,127],"the":[2,10,24,40,52,78,97,103,108,111,116,132,146,154,159,170,176,183,190,195,200,205,214,221,224],"dynamic":[3,17,41,130],"updating":[4,42,120],"of":[5,12,43,71,223,230],"real":[6],"time":[7,123],"spatial":[8,13,44,79,99,109,155,184,192],"databases,":[9],"preservation":[11],"association":[14,54,68,91,100,136,156],"rules":[15,32,37,45,104,157,226],"for":[16,121],"database":[18,80,117],"is":[19,81,86,114,118,140,151,173,186,208,211,218],"a":[20],"vital":[21],"issue":[22],"because":[23],"updates":[25],"may":[26],"not":[27],"only":[28],"invalidate":[29],"some":[30],"existing":[31,215],"but":[33],"also":[34],"make":[35],"other":[36],"relevant.":[38],"Consequently,":[39],"was":[46],"handled":[47],"by":[48,204],"many":[49],"researchers":[50],"through":[51,88],"incremental":[53,66,90,134],"rule":[55,69,92,137,149],"mining":[56,70,138],"algorithm.":[57],"Accordingly,":[58],"in":[59,142],"this":[60,129,143],"paper":[61],"we":[62,197],"have":[63],"developed":[64],"an":[65],"topological":[67,98,135,148,160,171,179,231],"geographical":[72],"datasets":[73],"using":[74,158,175],"probabilistic":[75,178],"approach.":[76],"Initially,":[77],"read":[82],"out":[83],"and":[84,167,169,227],"it":[85],"passed":[87],"probability-based":[89],"discovery":[93],"algorithm":[94],"mine":[96],"rules.":[101,193],"Once":[102],"are":[105],"mined":[106,191],"from":[107,153],"database,":[110],"assumption":[112],"here":[113],"that":[115,199],"dynamically":[119],"every":[122],"interval.":[124],"In":[125],"order":[126],"handle":[128],"nature,":[131],"proposed":[133,177,206],"process":[139],"used":[141],"paper.":[144],"Here,":[145],"candidate":[147],"generation":[150],"done":[152],"relations":[161],"such":[162],"as,":[163],"nearby,":[164],"disjoint,":[165],"intersects":[166],"inside/outside":[168],"support":[172,180],"calculated":[174],"model.":[181],"Finally,":[182],"clustering":[185],"performed":[187],"based":[188],"on":[189],"From":[194],"experimentation,":[196],"proved":[198],"maximum":[201],"accuracy":[202],"reached":[203],"method":[207],"83.14%":[209],"which":[210,217],"higher":[212],"than":[213],"methods,":[216],"defined":[219],"as":[220],"ratio":[222],"occurred":[225],"total":[228],"number":[229],"data":[232],"objects.":[233]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}