{"id":"https://openalex.org/W4404031065","doi":"https://doi.org/10.1109/icccnt61001.2024.10724203","title":"Machine Learning Prediction Model for Heart Disease Data Based on Feature Engineering","display_name":"Machine Learning Prediction Model for Heart Disease Data Based on Feature Engineering","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404031065","doi":"https://doi.org/10.1109/icccnt61001.2024.10724203"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10724203","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10724203","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-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/A5109631441","display_name":"Md. Aamir Sohail","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Md. Aamir Sohail","raw_affiliation_strings":["Meerut Institute of Engineering and Technology,Department of CSE (AI),Meerut,India"],"affiliations":[{"raw_affiliation_string":"Meerut Institute of Engineering and Technology,Department of CSE (AI),Meerut,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061837521","display_name":"Kunwar Babar Ali","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kunwar Babar Ali","raw_affiliation_strings":["Meerut Institute of Engineering and Technology,Department of CSE (AI),Meerut,India"],"affiliations":[{"raw_affiliation_string":"Meerut Institute of Engineering and Technology,Department of CSE (AI),Meerut,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083429850","display_name":"Satvik Vats","orcid":"https://orcid.org/0000-0002-9422-4915"},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Satvik Vats","raw_affiliation_strings":["Graphic Era Hill University,Computer Science and Engineering,Dehradun,India"],"affiliations":[{"raw_affiliation_string":"Graphic Era Hill University,Computer Science and Engineering,Dehradun,India","institution_ids":["https://openalex.org/I60054993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024268602","display_name":"Akhilesh Pandey","orcid":"https://orcid.org/0000-0001-9943-6127"},"institutions":[{"id":"https://openalex.org/I191247993","display_name":"Shobhit University","ror":"https://ror.org/02z2sk479","country_code":"IN","type":"education","lineage":["https://openalex.org/I191247993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Akhilesh Pandey","raw_affiliation_strings":["Meerut Institute of Engineering and Technology,Department of CSE (AI and ML),Meerut,India"],"affiliations":[{"raw_affiliation_string":"Meerut Institute of Engineering and Technology,Department of CSE (AI and ML),Meerut,India","institution_ids":["https://openalex.org/I191247993"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101818224","display_name":"Aditya Verma","orcid":"https://orcid.org/0000-0002-4084-0691"},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aditya Verma","raw_affiliation_strings":["Graphic Era Hill University,Computer Science and Engineering,Dehradun,India"],"affiliations":[{"raw_affiliation_string":"Graphic Era Hill University,Computer Science and Engineering,Dehradun,India","institution_ids":["https://openalex.org/I60054993"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5109631441"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7268,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.79553567,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"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":0.3666999936103821,"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":0.3666999936103821,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7049994468688965},{"id":"https://openalex.org/keywords/feature-engineering","display_name":"Feature engineering","score":0.6666449308395386},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.5112435817718506},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.505111038684845},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5044828653335571},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5010263919830322},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.20198950171470642},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.1946215033531189}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7049994468688965},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.6666449308395386},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5112435817718506},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.505111038684845},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5044828653335571},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5010263919830322},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.20198950171470642},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.1946215033531189},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10724203","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10724203","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1254677542","https://openalex.org/W1680622244","https://openalex.org/W1730693163","https://openalex.org/W1987807326","https://openalex.org/W2002454301","https://openalex.org/W2058012341","https://openalex.org/W2085789144","https://openalex.org/W2123588333","https://openalex.org/W2147273498","https://openalex.org/W2147707914","https://openalex.org/W2276776862","https://openalex.org/W2740333758","https://openalex.org/W2945020349","https://openalex.org/W2955612236","https://openalex.org/W2996283780","https://openalex.org/W3017210109","https://openalex.org/W3023211159","https://openalex.org/W3084074548","https://openalex.org/W3134574975","https://openalex.org/W3142848995","https://openalex.org/W3148181069","https://openalex.org/W3158572575","https://openalex.org/W3187315490","https://openalex.org/W4206840145","https://openalex.org/W4312827281","https://openalex.org/W4391937030","https://openalex.org/W6713461550","https://openalex.org/W6748504360","https://openalex.org/W6770035774","https://openalex.org/W6802511946"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Growing":[0],"health":[1],"risks":[2],"has":[3,110],"brought":[4],"up":[5],"remarkable":[6],"impact":[7],"in":[8,64,82,103,120,135],"the":[9,15,54,65,74,78,83,88,115,121],"mind":[10],"of":[11,38,44,56,67,69,80,85,90,117,125],"people":[12,45],"to":[13,52],"find":[14],"most":[16],"important":[17],"factors":[18,39,51],"responsible":[19],"for":[20],"diseases":[21,58],"like":[22],"diabetes,":[23],"heart":[24,57],"disease":[25],"and":[26,48,71,98],"so":[27],"on.":[28],"In":[29],"this":[30,136],"study,":[31],"authors":[32],"have":[33,127],"gone":[34],"through":[35,87,130],"a":[36,91,131],"set":[37],"associated":[40],"with":[41],"daily":[42],"habits":[43],"around":[46],"us":[47],"used":[49],"those":[50],"classify":[53],"risk":[55],"by":[59],"introducing":[60],"feature":[61],"engineering":[62],"concepts":[63],"form":[66,84],"grouping":[68,124],"categorical":[70],"numerical":[72],"features.":[73],"paper":[75],"focuses":[76],"on":[77],"improvement":[79],"results":[81],"accuracy":[86],"introduction":[89],"new":[92],"model":[93],"framework":[94],"whose":[95],"mathematical":[96],"expression":[97],"detailed":[99],"explanation":[100],"is":[101],"described":[102,134],"Methodology":[104],"section.":[105],"Apart":[106],"from":[107],"classification,":[108],"it":[109],"also":[111],"been":[112,128],"studied":[113],"about":[114],"inter-dependence":[116],"available":[118],"attributes":[119],"data.":[122],"The":[123],"features":[126],"done":[129],"well-defined":[132],"algorithm":[133],"study.":[137]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-02-25T08:12:03.925757","created_date":"2025-10-10T00:00:00"}