{"id":"https://openalex.org/W2965571803","doi":"https://doi.org/10.4018/ijismd.2019070101","title":"Cellular Automata Based Model for E-Healthcare Data Analysis","display_name":"Cellular Automata Based Model for E-Healthcare Data Analysis","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2965571803","doi":"https://doi.org/10.4018/ijismd.2019070101","mag":"2965571803"},"language":"en","primary_location":{"id":"doi:10.4018/ijismd.2019070101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijismd.2019070101","pdf_url":null,"source":{"id":"https://openalex.org/S83337018","display_name":"International Journal of Information System Modeling and Design","issn_l":"1947-8186","issn":["1947-8186","1947-8194"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information System Modeling and Design","raw_type":"journal-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/A5047036260","display_name":"Hakam Singh","orcid":"https://orcid.org/0000-0002-0558-6325"},"institutions":[{"id":"https://openalex.org/I153954893","display_name":"Jaypee University of Information Technology","ror":"https://ror.org/00hshrf16","country_code":"IN","type":"education","lineage":["https://openalex.org/I153954893"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Hakam Singh","raw_affiliation_strings":["Department of Computer Science and Engineering, Jaypee University of Information Technology Waknaghat, Solan, Himachal Pradesh, India"],"raw_orcid":"https://orcid.org/0000-0002-0558-6325","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Jaypee University of Information Technology Waknaghat, Solan, Himachal Pradesh, India","institution_ids":["https://openalex.org/I153954893"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081663515","display_name":"Yugal Kumar","orcid":"https://orcid.org/0000-0003-3451-4897"},"institutions":[{"id":"https://openalex.org/I153954893","display_name":"Jaypee University of Information Technology","ror":"https://ror.org/00hshrf16","country_code":"IN","type":"education","lineage":["https://openalex.org/I153954893"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Yugal Kumar","raw_affiliation_strings":["Department of Computer Science and Engineering, Jaypee University of Information Technology Waknaghat, Solan, Himachal Pradesh, India"],"raw_orcid":"https://orcid.org/0000-0003-3451-4897","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Jaypee University of Information Technology Waknaghat, Solan, Himachal Pradesh, India","institution_ids":["https://openalex.org/I153954893"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4043,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.64930594,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"10","issue":"3","first_page":"1","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12162","display_name":"Cellular Automata and Applications","score":0.9987999796867371,"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"}},"topics":[{"id":"https://openalex.org/T12162","display_name":"Cellular Automata and Applications","score":0.9987999796867371,"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":0.7244663238525391},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6534500122070312},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6285768747329712},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5671098828315735},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.566963791847229},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5010733604431152},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4508036971092224},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.42733675241470337},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.329851359128952},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.30366507172584534},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15882012248039246}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7244663238525391},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6534500122070312},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6285768747329712},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5671098828315735},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.566963791847229},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5010733604431152},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4508036971092224},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.42733675241470337},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.329851359128952},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30366507172584534},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15882012248039246},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijismd.2019070101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijismd.2019070101","pdf_url":null,"source":{"id":"https://openalex.org/S83337018","display_name":"International Journal of Information System Modeling and Design","issn_l":"1947-8186","issn":["1947-8186","1947-8194"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information System Modeling and Design","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jismd0:v:10:y:2019:i:3:p:1-18","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJISMD.2019070101","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W31402864","https://openalex.org/W584826680","https://openalex.org/W609767957","https://openalex.org/W1147405314","https://openalex.org/W1444168786","https://openalex.org/W1454063723","https://openalex.org/W1466719059","https://openalex.org/W1963616287","https://openalex.org/W1966976587","https://openalex.org/W1978695274","https://openalex.org/W1991359419","https://openalex.org/W1998782714","https://openalex.org/W2000594030","https://openalex.org/W2004011155","https://openalex.org/W2019617030","https://openalex.org/W2028373980","https://openalex.org/W2032016661","https://openalex.org/W2041269619","https://openalex.org/W2051663450","https://openalex.org/W2067936513","https://openalex.org/W2071299450","https://openalex.org/W2071965987","https://openalex.org/W2073877024","https://openalex.org/W2075098580","https://openalex.org/W2078888611","https://openalex.org/W2092890616","https://openalex.org/W2127218421","https://openalex.org/W2153233077","https://openalex.org/W2170007150","https://openalex.org/W2171098181","https://openalex.org/W2245052817","https://openalex.org/W2331575383","https://openalex.org/W2344304498","https://openalex.org/W2513604820","https://openalex.org/W2567670786","https://openalex.org/W2595511984","https://openalex.org/W2612800285","https://openalex.org/W2729840144","https://openalex.org/W2755199268","https://openalex.org/W2766223874","https://openalex.org/W2774324652","https://openalex.org/W2780478991","https://openalex.org/W2789717563","https://openalex.org/W2898037265","https://openalex.org/W2898082639","https://openalex.org/W3105214836","https://openalex.org/W3143584007","https://openalex.org/W4235539094","https://openalex.org/W4294214983"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W2745001401","https://openalex.org/W4321353415","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2130974462"],"abstract_inverted_index":{"E-healthcare":[0],"is":[1,28,81,101,109,164],"warm":[2],"area":[3],"of":[4,9,25,47,87,116,127,159],"research":[5],"and":[6,34,58,119,136,140,154],"a":[7,22],"number":[8],"algorithms":[10],"have":[11],"been":[12],"applied":[13,102],"to":[14,42,63,103,123,149,185],"classify":[15],"healthcare":[16,20,105,133],"data.":[17,106,128],"In":[18,89,129],"the":[19,44,65,84,114,125,141,160,179],"field,":[21],"large":[23],"amount":[24],"clinical":[26,45],"data":[27,46,59,117],"generated":[29],"through":[30],"MRI,":[31],"CT":[32],"scans,":[33],"other":[35,186],"diagnostic":[36],"tools.":[37],"Healthcare":[38],"analytics":[39],"are":[40,61,138],"used":[41,62,74,122,139],"analyze":[43,104],"patient":[48],"records,":[49],"disease":[50],"diagnosis,":[51],"cost,":[52],"hospital":[53],"management,":[54],"etc.":[55],"Analytical":[56],"techniques":[57],"visualization":[60],"get":[64],"real":[66],"time":[67],"information.":[68],"Further,":[69],"this":[70,79,90,130],"information":[71,80],"can":[72,120],"be":[73,121],"for":[75,83],"decision":[76],"making.":[77],"Also,":[78],"useful":[82],"better":[85,145],"treatment":[86],"patients.":[88],"work,":[91,131],"an":[92,110],"improved":[93,161],"big":[94],"bang-big":[95],"crunch":[96],"(BB-BC)":[97],"based":[98],"clustering":[99,169,180],"algorithm":[100,143,163,177],"Cluster":[107],"analysis":[108,118],"important":[111],"task":[112],"in":[113],"field":[115],"understand":[124],"organization":[126],"two":[132],"datasets,":[134],"CMC":[135],"cancer,":[137],"proposed":[142,176],"obtains":[144],"results":[146,173,181],"when":[147,183],"compared":[148,184],"MEBB-BC,":[150],"BB-BC,":[151],"GA,":[152],"PSO":[153],"K-means":[155],"algorithms.":[156,187],"The":[157,171],"performance":[158],"BB-BC":[162],"also":[165],"examined":[166],"against":[167],"benchmark":[168],"datasets.":[170],"simulation":[172],"showed":[174],"that":[175],"improves":[178],"significantly":[182]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}