{"id":"https://openalex.org/W2491362032","doi":"https://doi.org/10.1007/978-981-10-0281-6_121","title":"Analysis of Medical Data Using the Big Data and R","display_name":"Analysis of Medical Data Using the Big Data and R","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2491362032","doi":"https://doi.org/10.1007/978-981-10-0281-6_121","mag":"2491362032"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-10-0281-6_121","doi":"https://doi.org/10.1007/978-981-10-0281-6_121","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-10-0281-6_121","pdf_url":null,"source":{"id":"https://openalex.org/S4210179954","display_name":"Lecture notes in electrical engineering","issn_l":"1876-1100","issn":["1876-1100","1876-1119"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Electrical Engineering","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W2478973616","display_name":"Advances in Computer Science and Ubiquitous Computing"},"type":"book-chapter","is_traditional":true,"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/A5001012378","display_name":"Giyong Choi","orcid":"https://orcid.org/0000-0001-9744-2486","observed_orcids":["https://orcid.org/0000-0001-9744-2486"]},"institutions":[{"id":"https://openalex.org/I122706678","display_name":"Halla University","ror":"https://ror.org/03kw5ag50","country_code":"KR","type":"education","lineage":["https://openalex.org/I122706678"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Giyong Choi","raw_affiliation_strings":["Graduate School of Information Industry, Halla University, Wonju, Kangwon, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Information Industry, Halla University, Wonju, Kangwon, Korea","institution_ids":["https://openalex.org/I122706678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038119835","display_name":"Kangwoo Lee","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I122706678","display_name":"Halla University","ror":"https://ror.org/03kw5ag50","country_code":"KR","type":"education","lineage":["https://openalex.org/I122706678"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kangwoo Lee","raw_affiliation_strings":["Department of Computer Engineering, Halla University, Wonju, Kangwon, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Halla University, Wonju, Kangwon, Korea","institution_ids":["https://openalex.org/I122706678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083716499","display_name":"Deok\u2010Seok Seo","orcid":"https://orcid.org/0000-0002-8896-0924","observed_orcids":["https://orcid.org/0000-0002-8896-0924"]},"institutions":[{"id":"https://openalex.org/I122706678","display_name":"Halla University","ror":"https://ror.org/03kw5ag50","country_code":"KR","type":"education","lineage":["https://openalex.org/I122706678"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Deokseok Seo","raw_affiliation_strings":["Department of Computer Engineering, Halla University, Wonju, Kangwon, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Halla University, Wonju, Kangwon, Korea","institution_ids":["https://openalex.org/I122706678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053661647","display_name":"Soon Seok Kim","orcid":"https://orcid.org/0000-0002-8458-7077","observed_orcids":["https://orcid.org/0000-0002-8458-7077"]},"institutions":[{"id":"https://openalex.org/I122706678","display_name":"Halla University","ror":"https://ror.org/03kw5ag50","country_code":"KR","type":"education","lineage":["https://openalex.org/I122706678"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Soonseok Kim","raw_affiliation_strings":["Department of Computer Engineering, Halla University, Wonju, Kangwon, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Halla University, Wonju, Kangwon, Korea","institution_ids":["https://openalex.org/I122706678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100444295","display_name":"Dongho Kim","orcid":"https://orcid.org/0000-0002-7861-4286","observed_orcids":["https://orcid.org/0000-0002-7861-4286"]},"institutions":[{"id":"https://openalex.org/I122706678","display_name":"Halla University","ror":"https://ror.org/03kw5ag50","country_code":"KR","type":"education","lineage":["https://openalex.org/I122706678"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dongho Kim","raw_affiliation_strings":["Department of Computer Engineering, Halla University, Wonju, Kangwon, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Halla University, Wonju, Kangwon, Korea","institution_ids":["https://openalex.org/I122706678"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101424466","display_name":"Yonghee Lee","orcid":"https://orcid.org/0000-0001-8095-408X","observed_orcids":["https://orcid.org/0000-0001-8095-408X","https://orcid.org/0000-0001-8990-4273"]},"institutions":[{"id":"https://openalex.org/I122706678","display_name":"Halla University","ror":"https://ror.org/03kw5ag50","country_code":"KR","type":"education","lineage":["https://openalex.org/I122706678"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Yonghee Lee","raw_affiliation_strings":["Department of Computer Engineering, Halla University, Wonju, Kangwon, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Halla University, Wonju, Kangwon, Korea","institution_ids":["https://openalex.org/I122706678"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101424466"],"corresponding_institution_ids":["https://openalex.org/I122706678"],"apc_list":null,"apc_paid":null,"fwci":1.7565,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.86685289,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"867","last_page":"873"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.8217999935150146,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.8217999935150146,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.060499999672174454,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.044599998742341995,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data-in-healthcare","display_name":"big data in healthcare","score":0.8360000252723694},{"id":"https://openalex.org/keywords/r-programming","display_name":"R programming language","score":0.781000018119812},{"id":"https://openalex.org/keywords/association-rule-mining","display_name":"association rule mining","score":0.9110000133514404},{"id":"https://openalex.org/keywords/outlier-detection","display_name":"outlier detection","score":0.8700000047683716},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"regression analysis","score":0.9340000152587891},{"id":"https://openalex.org/keywords/genetic-information","display_name":"genetic information","score":0.574999988079071},{"id":"https://openalex.org/keywords/disease-data","display_name":"disease data","score":0.7059999704360962}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.871291995048523},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6110506057739258},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.5909454226493835},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5272544622421265},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5248568058013916},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5247205495834351},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17317402362823486},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.150386244058609},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-10-0281-6_121","doi":"https://doi.org/10.1007/978-981-10-0281-6_121","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-10-0281-6_121","pdf_url":null,"source":{"id":"https://openalex.org/S4210179954","display_name":"Lecture notes in electrical engineering","issn_l":"1876-1100","issn":["1876-1100","1876-1119"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Electrical Engineering","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.9074000120162964,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2109574129","https://openalex.org/W2148317291","https://openalex.org/W2574134800"],"related_works":["https://openalex.org/W2783914409","https://openalex.org/W2041906597","https://openalex.org/W2884204303","https://openalex.org/W2779906951","https://openalex.org/W3136283008","https://openalex.org/W2773833334","https://openalex.org/W2906741398","https://openalex.org/W3022630372","https://openalex.org/W2804624111","https://openalex.org/W2766321276"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-10-10T09:11:00.788812","created_date":"2016-08-23T00:00:00"}