{"id":"https://openalex.org/W4321494985","doi":"https://doi.org/10.1007/s11042-023-14562-3","title":"A scalable and real-time system for disease prediction using big data processing","display_name":"A scalable and real-time system for disease prediction using big data processing","publication_year":2023,"publication_date":"2023-02-22","ids":{"openalex":"https://openalex.org/W4321494985","doi":"https://doi.org/10.1007/s11042-023-14562-3"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-023-14562-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-023-14562-3","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","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/A5091327058","display_name":"Abderrahmane Ed-daoudy","orcid":"https://orcid.org/0000-0002-4417-2109"},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Abderrahmane Ed-daoudy","raw_affiliation_strings":["Artificial Intelligence, Data Sciences and Emerging Systems Laboratory (LIASSE), National School of Applied Sciences (ENSA), Sidi Mohamed Ben Abdellah University, Fez, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Artificial Intelligence, Data Sciences and Emerging Systems Laboratory (LIASSE), National School of Applied Sciences (ENSA), Sidi Mohamed Ben Abdellah University, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046020393","display_name":"Khalil Maalmi","orcid":"https://orcid.org/0000-0001-6881-0307"},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Khalil Maalmi","raw_affiliation_strings":["Artificial Intelligence, Data Sciences and Emerging Systems Laboratory (LIASSE), National School of Applied Sciences (ENSA), Sidi Mohamed Ben Abdellah University, Fez, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Artificial Intelligence, Data Sciences and Emerging Systems Laboratory (LIASSE), National School of Applied Sciences (ENSA), Sidi Mohamed Ben Abdellah University, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021802342","display_name":"Aziza El Ouaazizi","orcid":"https://orcid.org/0000-0002-7554-9300"},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Aziza El Ouaazizi","raw_affiliation_strings":["Artificial Intelligence, Data Sciences and Emerging Systems Laboratory (LIASSE), National School of Applied Sciences (ENSA), Sidi Mohamed Ben Abdellah University, Fez, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Artificial Intelligence, Data Sciences and Emerging Systems Laboratory (LIASSE), National School of Applied Sciences (ENSA), Sidi Mohamed Ben Abdellah University, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5091327058"],"corresponding_institution_ids":["https://openalex.org/I81605866"],"apc_list":null,"apc_paid":null,"fwci":7.0084,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.9690367,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"82","issue":"20","first_page":"30405","last_page":"30434"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9991999864578247,"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":0.9991999864578247,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9943000078201294,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9785000085830688,"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/spark","display_name":"SPARK (programming language)","score":0.8611849546432495},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8267555236816406},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.8207677602767944},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.7315497398376465},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7193709015846252},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.7182285785675049},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6663557887077332},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6494646072387695},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5871039032936096},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5284124612808228},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.4805612862110138},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.47647354006767273},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.46434006094932556},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35426074266433716},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.28966203331947327},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.2718261182308197}],"concepts":[{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.8611849546432495},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8267555236816406},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.8207677602767944},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.7315497398376465},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7193709015846252},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.7182285785675049},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6663557887077332},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6494646072387695},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5871039032936096},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5284124612808228},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.4805612862110138},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.47647354006767273},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.46434006094932556},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35426074266433716},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.28966203331947327},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2718261182308197},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-023-14562-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-023-14562-3","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1693232849","https://openalex.org/W1975509971","https://openalex.org/W1976821017","https://openalex.org/W1977158780","https://openalex.org/W2035488079","https://openalex.org/W2038412523","https://openalex.org/W2066570774","https://openalex.org/W2087946700","https://openalex.org/W2139188905","https://openalex.org/W2141975087","https://openalex.org/W2173213060","https://openalex.org/W2193891538","https://openalex.org/W2198015172","https://openalex.org/W2279733272","https://openalex.org/W2341741512","https://openalex.org/W2545975585","https://openalex.org/W2569214105","https://openalex.org/W2584112163","https://openalex.org/W2589653312","https://openalex.org/W2610135452","https://openalex.org/W2610221865","https://openalex.org/W2752051970","https://openalex.org/W2762392833","https://openalex.org/W2765874913","https://openalex.org/W2767066031","https://openalex.org/W2768181939","https://openalex.org/W2768229290","https://openalex.org/W2886662763","https://openalex.org/W2899435877","https://openalex.org/W2912068910","https://openalex.org/W2947173902","https://openalex.org/W2949006873","https://openalex.org/W2952604789","https://openalex.org/W2954121635","https://openalex.org/W2988412621","https://openalex.org/W2991092620","https://openalex.org/W2998574808","https://openalex.org/W3024743437","https://openalex.org/W3039933963","https://openalex.org/W3162513991","https://openalex.org/W4247765446","https://openalex.org/W4253986055","https://openalex.org/W4297957988"],"related_works":["https://openalex.org/W2911634592","https://openalex.org/W4389954502","https://openalex.org/W2771255398","https://openalex.org/W2930428186","https://openalex.org/W3200027047","https://openalex.org/W3125536479","https://openalex.org/W4214820172","https://openalex.org/W4386984454","https://openalex.org/W3120363735","https://openalex.org/W2394323384"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}