{"id":"https://openalex.org/W3026353565","doi":"https://doi.org/10.1007/s11227-020-03347-2","title":"An AI-based intelligent system for healthcare analysis using Ridge-Adaline Stochastic Gradient Descent Classifier","display_name":"An AI-based intelligent system for healthcare analysis using Ridge-Adaline Stochastic Gradient Descent Classifier","publication_year":2020,"publication_date":"2020-05-30","ids":{"openalex":"https://openalex.org/W3026353565","doi":"https://doi.org/10.1007/s11227-020-03347-2","mag":"3026353565"},"language":"en","primary_location":{"id":"doi:10.1007/s11227-020-03347-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-020-03347-2","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://researchonline.ljmu.ac.uk/id/eprint/12978/1/An%20AI-based%20Intelligent%20System%20for%20Healthcare%20Analysis%20Using%20Ridge%E2%80%93Adaline%20Stochastic%20Gradient%20Descent%20Classifier.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032508651","display_name":"N. Deepa","orcid":"https://orcid.org/0000-0003-4023-4736"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"N. Deepa","raw_affiliation_strings":["Vellore Institute of Technology, Vellore, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vellore Institute of Technology, Vellore, Tamil Nadu, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109384620","display_name":"B. Prabadevi","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"B. Prabadevi","raw_affiliation_strings":["Vellore Institute of Technology, Vellore, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vellore Institute of Technology, Vellore, Tamil Nadu, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064982530","display_name":"Praveen Kumar Reddy Maddikunta","orcid":"https://orcid.org/0000-0003-4209-2495"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Praveen Kumar Maddikunta","raw_affiliation_strings":["Vellore Institute of Technology, Vellore, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vellore Institute of Technology, Vellore, Tamil Nadu, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041854978","display_name":"Thippa Reddy Gadekallu","orcid":"https://orcid.org/0000-0003-0097-801X"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Thippa Reddy Gadekallu","raw_affiliation_strings":["Vellore Institute of Technology, Vellore, Tamil Nadu, India"],"raw_orcid":"https://orcid.org/0000-0003-0097-801X","affiliations":[{"raw_affiliation_string":"Vellore Institute of Technology, Vellore, Tamil Nadu, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065487579","display_name":"Thar Baker","orcid":"https://orcid.org/0000-0002-5166-4873"},"institutions":[{"id":"https://openalex.org/I63098007","display_name":"Liverpool John Moores University","ror":"https://ror.org/04zfme737","country_code":"GB","type":"education","lineage":["https://openalex.org/I63098007"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Thar Baker","raw_affiliation_strings":["Liverpool John Moores University, Liverpool, Merseyside, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Liverpool John Moores University, Liverpool, Merseyside, UK","institution_ids":["https://openalex.org/I63098007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102027568","display_name":"Ajmal Khan","orcid":"https://orcid.org/0000-0001-6441-4139"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"M. Ajmal Khan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, COMSATS University, Islamabad-Attock Campus, Attock, 43600, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, COMSATS University, Islamabad-Attock Campus, Attock, 43600, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088139460","display_name":"Usman Tariq","orcid":"https://orcid.org/0000-0001-7672-1187"},"institutions":[{"id":"https://openalex.org/I142608572","display_name":"Prince Sattam Bin Abdulaziz University","ror":"https://ror.org/04jt46d36","country_code":"SA","type":"education","lineage":["https://openalex.org/I142608572"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Usman Tariq","raw_affiliation_strings":["College of Computer Engineering and Sciences, Prince Sattam bin Abdulaziz University, Al-Khraj, 11942, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Engineering and Sciences, Prince Sattam bin Abdulaziz University, Al-Khraj, 11942, Saudi Arabia","institution_ids":["https://openalex.org/I142608572"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5041854978","https://openalex.org/A5065487579"],"corresponding_institution_ids":["https://openalex.org/I63098007","https://openalex.org/I876193797"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":33.5184,"has_fulltext":true,"cited_by_count":145,"citation_normalized_percentile":{"value":0.99685887,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"77","issue":"2","first_page":"1998","last_page":"2017"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9993000030517578,"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":0.9993000030517578,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.982699990272522,"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"}},{"id":"https://openalex.org/T13693","display_name":"Smart Systems and Machine Learning","score":0.9585999846458435,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/computer-science","display_name":"Computer science","score":0.7951749563217163},{"id":"https://openalex.org/keywords/stochastic-gradient-descent","display_name":"Stochastic gradient descent","score":0.7861465215682983},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6835521459579468},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6461325287818909},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6277437210083008},{"id":"https://openalex.org/keywords/gradient-descent","display_name":"Gradient descent","score":0.6039366126060486},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5203994512557983},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4375796318054199}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7951749563217163},{"id":"https://openalex.org/C206688291","wikidata":"https://www.wikidata.org/wiki/Q7617819","display_name":"Stochastic gradient descent","level":3,"score":0.7861465215682983},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6835521459579468},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6461325287818909},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6277437210083008},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.6039366126060486},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5203994512557983},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4375796318054199}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s11227-020-03347-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-020-03347-2","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"},{"id":"pmh:oai:researchonline.ljmu.ac.uk:12978","is_oa":true,"landing_page_url":null,"pdf_url":"https://researchonline.ljmu.ac.uk/id/eprint/12978/1/An%20AI-based%20Intelligent%20System%20for%20Healthcare%20Analysis%20Using%20Ridge%E2%80%93Adaline%20Stochastic%20Gradient%20Descent%20Classifier.pdf","source":{"id":"https://openalex.org/S4306401246","display_name":"Liverpool John Moores University","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63098007","host_organization_name":"Liverpool John Moores University","host_organization_lineage":["https://openalex.org/I63098007"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:pure.atira.dk:publications/a6c85766-59cc-4bab-88b8-f14d546b7ea0","is_oa":false,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85085612256&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306401758","display_name":"University of Brighton Repository (University of Brighton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71637028","host_organization_name":"University of Brighton","host_organization_lineage":["https://openalex.org/I71637028"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Deepa, N, Prabadevi, B, Maddikunta, P K, Gadekallu, T R, Baker, T, Khan, M A & Tariq, U 2020, 'An AI-based intelligent system for healthcare analysis using Ridge-Adaline Stochastic Gradient Descent Classifier', Journal of Supercomputing, vol. 77, no. 2, pp. 1998-2017. https://doi.org/10.1007/s11227-020-03347-2","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:researchonline.ljmu.ac.uk:12978","is_oa":true,"landing_page_url":null,"pdf_url":"https://researchonline.ljmu.ac.uk/id/eprint/12978/1/An%20AI-based%20Intelligent%20System%20for%20Healthcare%20Analysis%20Using%20Ridge%E2%80%93Adaline%20Stochastic%20Gradient%20Descent%20Classifier.pdf","source":{"id":"https://openalex.org/S4306401246","display_name":"Liverpool John Moores University","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63098007","host_organization_name":"Liverpool John Moores University","host_organization_lineage":["https://openalex.org/I63098007"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3026353565.pdf"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W573246709","https://openalex.org/W2065890363","https://openalex.org/W2097628481","https://openalex.org/W2125459357","https://openalex.org/W2140695747","https://openalex.org/W2298503502","https://openalex.org/W2512625237","https://openalex.org/W2550207679","https://openalex.org/W2557377372","https://openalex.org/W2564320020","https://openalex.org/W2579665834","https://openalex.org/W2593991500","https://openalex.org/W2734326711","https://openalex.org/W2752627726","https://openalex.org/W2798421489","https://openalex.org/W2800202885","https://openalex.org/W2802474786","https://openalex.org/W2805161995","https://openalex.org/W2807027008","https://openalex.org/W2885189236","https://openalex.org/W2885511222","https://openalex.org/W2886540087","https://openalex.org/W2886863761","https://openalex.org/W2895926968","https://openalex.org/W2898578048","https://openalex.org/W2901265624","https://openalex.org/W2949615858","https://openalex.org/W2950722229","https://openalex.org/W2951213374","https://openalex.org/W2971127900","https://openalex.org/W2979164675","https://openalex.org/W2981544815","https://openalex.org/W2990041205","https://openalex.org/W3001364574","https://openalex.org/W3002549948","https://openalex.org/W3005147719","https://openalex.org/W3006334803","https://openalex.org/W3007968337","https://openalex.org/W3011249019","https://openalex.org/W3016025798","https://openalex.org/W3017050370","https://openalex.org/W3017139619","https://openalex.org/W3153311954","https://openalex.org/W4251966062"],"related_works":["https://openalex.org/W2895097035","https://openalex.org/W4206903459","https://openalex.org/W2754816816","https://openalex.org/W1998698147","https://openalex.org/W4366280654","https://openalex.org/W3160167280","https://openalex.org/W3020853991","https://openalex.org/W4362706668","https://openalex.org/W4231621013","https://openalex.org/W3171021120"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":21},{"year":2023,"cited_by_count":24},{"year":2022,"cited_by_count":39},{"year":2021,"cited_by_count":40},{"year":2020,"cited_by_count":6}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
