{"id":"https://openalex.org/W2884421049","doi":"https://doi.org/10.1145/3230905.3230941","title":"Using Context Ontology and Linear SVM for Chronic Kidney Disease Prediction","display_name":"Using Context Ontology and Linear SVM for Chronic Kidney Disease Prediction","publication_year":2018,"publication_date":"2018-05-02","ids":{"openalex":"https://openalex.org/W2884421049","doi":"https://doi.org/10.1145/3230905.3230941","mag":"2884421049"},"language":"en","primary_location":{"id":"doi:10.1145/3230905.3230941","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3230905.3230941","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Learning and Optimization Algorithms: Theory and Applications","raw_type":"proceedings-article"},"type":"conference-paper","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/A5012590373","display_name":"Hatim Guermah","orcid":null},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Hatim Guermah","raw_affiliation_strings":["IMS Team, ADMIR Laboratory, Rabat IT Center, ENSIAS, Mohammed V University, Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMS Team, ADMIR Laboratory, Rabat IT Center, ENSIAS, Mohammed V University, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056699338","display_name":"Tarik Fissaa","orcid":"https://orcid.org/0000-0003-3936-3063"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Tarik Fissaa","raw_affiliation_strings":["IMS Team, ADMIR Laboratory, Rabat IT Center, ENSIAS, Mohammed V University, Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMS Team, ADMIR Laboratory, Rabat IT Center, ENSIAS, Mohammed V University, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044855285","display_name":"Bassma Guermah","orcid":"https://orcid.org/0000-0001-5649-6058"},"institutions":[{"id":"https://openalex.org/I4210153527","display_name":"Institut National des Postes et T\u00e9l\u00e9communications","ror":"https://ror.org/052bnvt46","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153527","https://openalex.org/I4210167103"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Bassma Guermah","raw_affiliation_strings":["PACOMS Team, INPT, Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PACOMS Team, INPT, Rabat, Morocco","institution_ids":["https://openalex.org/I4210153527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069311733","display_name":"Hatim Hafiddi","orcid":"https://orcid.org/0000-0003-2596-0895"},"institutions":[{"id":"https://openalex.org/I4210153527","display_name":"Institut National des Postes et T\u00e9l\u00e9communications","ror":"https://ror.org/052bnvt46","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153527","https://openalex.org/I4210167103"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Hatim Hafiddi","raw_affiliation_strings":["ISL Team, STRS Lab, INPT, Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISL Team, STRS Lab, INPT, Rabat, Morocco","institution_ids":["https://openalex.org/I4210153527"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067857194","display_name":"Mahmoud Nassar","orcid":"https://orcid.org/0000-0001-7683-5862"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mahmoud Nassar","raw_affiliation_strings":["IMS Team, ADMIR Laboratory, Rabat IT Center, ENSIAS, Mohammed V University, Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMS Team, ADMIR Laboratory, Rabat IT Center, ENSIAS, Mohammed V University, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6745,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.69688889,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9972000122070312,"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":0.9972000122070312,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.993399977684021,"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/T11719","display_name":"Data Quality and Management","score":0.9696999788284302,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/unavailability","display_name":"Unavailability","score":0.8762710094451904},{"id":"https://openalex.org/keywords/kidney-disease","display_name":"Kidney disease","score":0.7991909980773926},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.7368599772453308},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.707065224647522},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.645695686340332},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.589450478553772},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4997282028198242},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4993424415588379},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4686448276042938},{"id":"https://openalex.org/keywords/chronic-disease","display_name":"Chronic disease","score":0.46486788988113403},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.46238699555397034},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.43979668617248535},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.3790993392467499},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32476699352264404},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.1285095512866974},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10543832182884216},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.0953843891620636}],"concepts":[{"id":"https://openalex.org/C2780505938","wikidata":"https://www.wikidata.org/wiki/Q17093282","display_name":"Unavailability","level":2,"score":0.8762710094451904},{"id":"https://openalex.org/C2778653478","wikidata":"https://www.wikidata.org/wiki/Q1054718","display_name":"Kidney disease","level":2,"score":0.7991909980773926},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.7368599772453308},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.707065224647522},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.645695686340332},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.589450478553772},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4997282028198242},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4993424415588379},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4686448276042938},{"id":"https://openalex.org/C2987552334","wikidata":"https://www.wikidata.org/wiki/Q383126","display_name":"Chronic disease","level":2,"score":0.46486788988113403},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.46238699555397034},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.43979668617248535},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.3790993392467499},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32476699352264404},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1285095512866974},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10543832182884216},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0953843891620636},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3230905.3230941","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3230905.3230941","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Learning and Optimization Algorithms: Theory and Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.5400000214576721}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1529299280","https://openalex.org/W1574222638","https://openalex.org/W1574862351","https://openalex.org/W1604938182","https://openalex.org/W1890163074","https://openalex.org/W1921980147","https://openalex.org/W1964357740","https://openalex.org/W1980156644","https://openalex.org/W2015046609","https://openalex.org/W2033646315","https://openalex.org/W2116015365","https://openalex.org/W2119821739","https://openalex.org/W2137079713","https://openalex.org/W2137304183","https://openalex.org/W2140190241","https://openalex.org/W2144206952","https://openalex.org/W2144898452","https://openalex.org/W2150796457","https://openalex.org/W2160170050","https://openalex.org/W2182652874","https://openalex.org/W2319216046","https://openalex.org/W2486050829","https://openalex.org/W2558399657","https://openalex.org/W6682193038"],"related_works":["https://openalex.org/W4237235066","https://openalex.org/W207884067","https://openalex.org/W3127016596","https://openalex.org/W2026539069","https://openalex.org/W2365973415","https://openalex.org/W3146085540","https://openalex.org/W1482423459","https://openalex.org/W2996457675","https://openalex.org/W2129918226","https://openalex.org/W2965142558"],"abstract_inverted_index":{"In":[0,68],"the":[1,5,16,19,29,40,62,75],"e-Health":[2],"learning":[3],"area,":[4],"use":[6],"of":[7,21,31,39,64,78],"chronic":[8,34],"patient":[9],"context":[10],"has":[11],"become":[12],"very":[13],"important":[14],"given":[15],"increase":[17],"in":[18],"number":[20],"individuals":[22],"who":[23],"suffer":[24],"from":[25],"these":[26],"diseases":[27,41],"and":[28,45],"unavailability":[30],"medications.":[32],"Specifically,":[33],"kidney":[35],"failure":[36],"is":[37,49],"one":[38],"that":[42],"goes":[43],"undetected":[44],"undiagnosed":[46],"until":[47],"it":[48],"well":[50],"advanced.":[51],"The":[52],"need":[53],"for":[54,61],"preventive":[55],"prediction":[56],"remains":[57],"an":[58],"essential":[59],"task":[60],"well-being":[63],"patients":[65],"at":[66],"risk.":[67],"this":[69],"paper,":[70],"we":[71],"aim":[72],"to":[73,86],"explore":[74],"added":[76],"value":[77],"using":[79],"ontology-based":[80],"prediction,":[81],"focusing":[82],"on":[83],"Linear":[84],"SVM,":[85],"deal":[87],"with":[88],"Chronic":[89],"Kidney":[90],"Disease":[91],"Problems.":[92]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
