{"id":"https://openalex.org/W4388937888","doi":"https://doi.org/10.1109/icccnt56998.2023.10308301","title":"Predicting Lung Cancer using XGBoost and other Ensemble Learning Models","display_name":"Predicting Lung Cancer using XGBoost and other Ensemble Learning Models","publication_year":2023,"publication_date":"2023-07-06","ids":{"openalex":"https://openalex.org/W4388937888","doi":"https://doi.org/10.1109/icccnt56998.2023.10308301"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt56998.2023.10308301","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt56998.2023.10308301","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th 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/A5109657954","display_name":"Divanshu Singh","orcid":null},"institutions":[{"id":"https://openalex.org/I4210162439","display_name":"MIT Art, Design and Technology University","ror":"https://ror.org/05b69xa56","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210162439"]},{"id":"https://openalex.org/I4387152970","display_name":"MIT Academy of Engineering","ror":"https://ror.org/05sjf8653","country_code":null,"type":"education","lineage":["https://openalex.org/I4387152970"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Divanshu Singh","raw_affiliation_strings":["MIT Academy of Engineering,Information Technology,Alandi, Pune,India","Information Technology, MIT Academy of Engineering, Alandi, Pune, India"],"affiliations":[{"raw_affiliation_string":"MIT Academy of Engineering,Information Technology,Alandi, Pune,India","institution_ids":["https://openalex.org/I4210162439","https://openalex.org/I4387152970"]},{"raw_affiliation_string":"Information Technology, MIT Academy of Engineering, Alandi, Pune, India","institution_ids":["https://openalex.org/I4210162439","https://openalex.org/I4387152970"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104285772","display_name":"Avish Khandelwal","orcid":null},"institutions":[{"id":"https://openalex.org/I4210162439","display_name":"MIT Art, Design and Technology University","ror":"https://ror.org/05b69xa56","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210162439"]},{"id":"https://openalex.org/I4387152970","display_name":"MIT Academy of Engineering","ror":"https://ror.org/05sjf8653","country_code":null,"type":"education","lineage":["https://openalex.org/I4387152970"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Avish Khandelwal","raw_affiliation_strings":["MIT Academy of Engineering,Information Technology,Alandi, Pune,India","Information Technology, MIT Academy of Engineering, Alandi, Pune, India"],"affiliations":[{"raw_affiliation_string":"MIT Academy of Engineering,Information Technology,Alandi, Pune,India","institution_ids":["https://openalex.org/I4210162439","https://openalex.org/I4387152970"]},{"raw_affiliation_string":"Information Technology, MIT Academy of Engineering, Alandi, Pune, India","institution_ids":["https://openalex.org/I4210162439","https://openalex.org/I4387152970"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112941817","display_name":"Pawan Bhandari","orcid":null},"institutions":[{"id":"https://openalex.org/I4387152970","display_name":"MIT Academy of Engineering","ror":"https://ror.org/05sjf8653","country_code":null,"type":"education","lineage":["https://openalex.org/I4387152970"]},{"id":"https://openalex.org/I4210162439","display_name":"MIT Art, Design and Technology University","ror":"https://ror.org/05b69xa56","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210162439"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pawan Bhandari","raw_affiliation_strings":["MIT Academy of Engineering,Information Technology,Alandi, Pune,India","Information Technology, MIT Academy of Engineering, Alandi, Pune, India"],"affiliations":[{"raw_affiliation_string":"MIT Academy of Engineering,Information Technology,Alandi, Pune,India","institution_ids":["https://openalex.org/I4210162439","https://openalex.org/I4387152970"]},{"raw_affiliation_string":"Information Technology, MIT Academy of Engineering, Alandi, Pune, India","institution_ids":["https://openalex.org/I4210162439","https://openalex.org/I4387152970"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050409454","display_name":"Sunita Barve","orcid":"https://orcid.org/0000-0002-5679-6744"},"institutions":[{"id":"https://openalex.org/I4387152970","display_name":"MIT Academy of Engineering","ror":"https://ror.org/05sjf8653","country_code":null,"type":"education","lineage":["https://openalex.org/I4387152970"]},{"id":"https://openalex.org/I4210162439","display_name":"MIT Art, Design and Technology University","ror":"https://ror.org/05b69xa56","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210162439"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sunita Barve","raw_affiliation_strings":["MIT Academy of Engineering,School of Computer Engineering,Alandi, Pune,India","School of Computer Engineering, MIT Academy of Engineering, Alandi, Pune, India"],"affiliations":[{"raw_affiliation_string":"MIT Academy of Engineering,School of Computer Engineering,Alandi, Pune,India","institution_ids":["https://openalex.org/I4210162439","https://openalex.org/I4387152970"]},{"raw_affiliation_string":"School of Computer Engineering, MIT Academy of Engineering, Alandi, Pune, India","institution_ids":["https://openalex.org/I4387152970"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057914894","display_name":"Diptee Chikmurge","orcid":"https://orcid.org/0000-0002-0712-9769"},"institutions":[{"id":"https://openalex.org/I4210162439","display_name":"MIT Art, Design and Technology University","ror":"https://ror.org/05b69xa56","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210162439"]},{"id":"https://openalex.org/I4387152970","display_name":"MIT Academy of Engineering","ror":"https://ror.org/05sjf8653","country_code":null,"type":"education","lineage":["https://openalex.org/I4387152970"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Diptee Chikmurge","raw_affiliation_strings":["MIT Academy of Engineering,School of Computer Engineering,Alandi, Pune,India","School of Computer Engineering, MIT Academy of Engineering, Alandi, Pune, India"],"affiliations":[{"raw_affiliation_string":"MIT Academy of Engineering,School of Computer Engineering,Alandi, Pune,India","institution_ids":["https://openalex.org/I4210162439","https://openalex.org/I4387152970"]},{"raw_affiliation_string":"School of Computer Engineering, MIT Academy of Engineering, Alandi, Pune, India","institution_ids":["https://openalex.org/I4387152970"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5109657954"],"corresponding_institution_ids":["https://openalex.org/I4210162439","https://openalex.org/I4387152970"],"apc_list":null,"apc_paid":null,"fwci":5.6285,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.96181304,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"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":0.9652000069618225,"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":0.9652000069618225,"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/T10862","display_name":"AI in cancer detection","score":0.9569000005722046,"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/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9296000003814697,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.906652569770813},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.7797250747680664},{"id":"https://openalex.org/keywords/lung-cancer","display_name":"Lung cancer","score":0.74366295337677},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.7410513162612915},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7071316242218018},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6507382392883301},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6416857242584229},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6190354824066162},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6062444448471069},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"Gradient boosting","score":0.4717809855937958},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21056652069091797},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.15569302439689636}],"concepts":[{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.906652569770813},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.7797250747680664},{"id":"https://openalex.org/C2776256026","wikidata":"https://www.wikidata.org/wiki/Q47912","display_name":"Lung cancer","level":2,"score":0.74366295337677},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.7410513162612915},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7071316242218018},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6507382392883301},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6416857242584229},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6190354824066162},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6062444448471069},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.4717809855937958},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21056652069091797},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.15569302439689636}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt56998.2023.10308301","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt56998.2023.10308301","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7099999785423279,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1968969471","https://openalex.org/W1980276147","https://openalex.org/W2111547563","https://openalex.org/W2321170268","https://openalex.org/W2498672755","https://openalex.org/W2514173981","https://openalex.org/W2582025857","https://openalex.org/W2772890889","https://openalex.org/W2789773203","https://openalex.org/W2915841953","https://openalex.org/W2947597709","https://openalex.org/W2968081492","https://openalex.org/W3039910405","https://openalex.org/W3044867970","https://openalex.org/W3116420205","https://openalex.org/W3119484484","https://openalex.org/W4205344436","https://openalex.org/W4206806947","https://openalex.org/W4224317442","https://openalex.org/W4280529064","https://openalex.org/W4285101267","https://openalex.org/W4388535746","https://openalex.org/W4399647672","https://openalex.org/W6869608176"],"related_works":["https://openalex.org/W2327035729","https://openalex.org/W2348748958","https://openalex.org/W3039673966","https://openalex.org/W1538046993","https://openalex.org/W2884325279","https://openalex.org/W1570592793","https://openalex.org/W1525436954","https://openalex.org/W1992847598","https://openalex.org/W4296079469","https://openalex.org/W4298012357"],"abstract_inverted_index":{"Abnormal":[0],"reproduction":[1],"of":[2,23,48,83],"cancerous":[3],"cell":[4],"growths":[5],"in":[6,55],"the":[7,45],"lungs":[8],"leads":[9],"to":[10],"highly":[11],"fatal":[12],"lung":[13,24,37,56,100],"cancer.":[14,25],"Early":[15],"detection":[16],"is":[17],"essential":[18],"for":[19,98],"reducing":[20,104],"death":[21],"rates":[22],"New":[26],"research":[27],"has":[28],"shown":[29],"that":[30,91],"machine":[31,50,92],"learning":[32,51],"algorithms":[33,79],"can":[34],"effectively":[35],"diagnose":[36],"cancer":[38,57,101],"from":[39],"medical":[40],"datasets.":[41],"This":[42],"paper":[43],"reviews":[44],"predictive":[46],"effectiveness":[47],"various":[49],"ensemble":[52],"techniques":[53,73,94],"used":[54],"detection,":[58],"like":[59],"SVM,":[60],"XGBoost,":[61],"LightGBM,":[62],"AdaBoost,":[63],"CatBoost,":[64],"and":[65,75,85,103],"Random":[66],"Forest":[67],"with":[68,80],"their":[69],"performance":[70],"analysis.":[71],"Boosting":[72],"AdaBoost":[74],"XGBoost":[76],"outperformed":[77],"other":[78],"accuracy":[81],"scores":[82],"96.77%":[84],"96.76%":[86],"respectively.":[87],"Therefore,":[88],"we":[89],"conclude":[90],"learning-based":[93],"hold":[95],"great":[96],"promise":[97],"improving":[99],"diagnosis":[102],"mortality":[105],"rates.":[106]},"counts_by_year":[{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
