{"id":"https://openalex.org/W4404030875","doi":"https://doi.org/10.1109/icccnt61001.2024.10724080","title":"An Approach Towards Highly Accurate Prediction of Parkinson\u2019s Disease using Boosted Decision Tree","display_name":"An Approach Towards Highly Accurate Prediction of Parkinson\u2019s Disease using Boosted Decision Tree","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404030875","doi":"https://doi.org/10.1109/icccnt61001.2024.10724080"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10724080","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10724080","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/A5103853575","display_name":"Kuldeep Sharma","orcid":null},"institutions":[{"id":"https://openalex.org/I101407740","display_name":"Chandigarh University","ror":"https://ror.org/05t4pvx35","country_code":"IN","type":"education","lineage":["https://openalex.org/I101407740"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Kuldeep Sharma","raw_affiliation_strings":["Chandigarh University,CSE Department,Gharuan,Punjab,India"],"affiliations":[{"raw_affiliation_string":"Chandigarh University,CSE Department,Gharuan,Punjab,India","institution_ids":["https://openalex.org/I101407740"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101783790","display_name":"Paurav Goel","orcid":"https://orcid.org/0000-0002-9433-003X"},"institutions":[{"id":"https://openalex.org/I101407740","display_name":"Chandigarh University","ror":"https://ror.org/05t4pvx35","country_code":"IN","type":"education","lineage":["https://openalex.org/I101407740"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Paurav Goel","raw_affiliation_strings":["Chandigarh University,CSE Department,Gharuan,Punjab,India"],"affiliations":[{"raw_affiliation_string":"Chandigarh University,CSE Department,Gharuan,Punjab,India","institution_ids":["https://openalex.org/I101407740"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062268998","display_name":"Bobbinpreet Kaur","orcid":"https://orcid.org/0000-0001-8946-2444"},"institutions":[{"id":"https://openalex.org/I101407740","display_name":"Chandigarh University","ror":"https://ror.org/05t4pvx35","country_code":"IN","type":"education","lineage":["https://openalex.org/I101407740"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bobbinpreet Kaur","raw_affiliation_strings":["Chandigarh University,CSE Department,Gharuan,Punjab,India"],"affiliations":[{"raw_affiliation_string":"Chandigarh University,CSE Department,Gharuan,Punjab,India","institution_ids":["https://openalex.org/I101407740"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5103853575"],"corresponding_institution_ids":["https://openalex.org/I101407740"],"apc_list":null,"apc_paid":null,"fwci":0.3374,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.65467714,"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/T12707","display_name":"Vehicle License Plate Recognition","score":0.8402000069618225,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12707","display_name":"Vehicle License Plate Recognition","score":0.8402000069618225,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.8267999887466431,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.7521489858627319},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6402295827865601},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.5063837766647339},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.49298569560050964},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.466587096452713},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45522674918174744},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.32839566469192505},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15955036878585815},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12384507060050964}],"concepts":[{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.7521489858627319},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6402295827865601},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.5063837766647339},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.49298569560050964},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.466587096452713},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45522674918174744},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.32839566469192505},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15955036878585815},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12384507060050964},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10724080","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10724080","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":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W326090046","https://openalex.org/W2096216065","https://openalex.org/W2524932991","https://openalex.org/W2809789609","https://openalex.org/W2990169631","https://openalex.org/W3018963739","https://openalex.org/W3039077029","https://openalex.org/W3042050487","https://openalex.org/W3133909080","https://openalex.org/W3158559908","https://openalex.org/W3208292500","https://openalex.org/W3215180017","https://openalex.org/W4220931901","https://openalex.org/W4224925573","https://openalex.org/W4320016039","https://openalex.org/W4324134240","https://openalex.org/W4389272385","https://openalex.org/W4391050416"],"related_works":["https://openalex.org/W2229271988","https://openalex.org/W438207291","https://openalex.org/W4401814285","https://openalex.org/W3134596587","https://openalex.org/W3216329096","https://openalex.org/W4384470695","https://openalex.org/W3134840015","https://openalex.org/W2416973532","https://openalex.org/W3116665257","https://openalex.org/W4366979180"],"abstract_inverted_index":{"Parkinson\u2019s":[0,37,45,80,104,179],"Disease":[1,180],"is":[2],"a":[3,10],"progressive":[4],"neurodegenerative":[5],"disorder":[6],"characterized":[7],"primarily":[8],"by":[9],"blend":[11],"of":[12,19,34,44,56,65,85,171,178],"motor":[13,27],"and":[14,139,163],"non-motor":[15],"symptoms.":[16],"The":[17,39],"onset":[18],"speech-related":[20,49],"signs":[21],"often":[22],"emerges":[23],"as":[24,118],"an":[25,110],"initial":[26],"indicator,":[28],"detectable":[29],"in":[30,101,175],"approximately":[31],"ninety":[32],"percent":[33],"individuals":[35],"with":[36],"disease.":[38],"necessity":[40],"for":[41,82],"timely":[42],"prediction":[43],"disease":[46,81],"based":[47],"on":[48],"manifestations":[50],"has":[51],"led":[52],"to":[53,60,75,79,131],"the":[54,63,83,119,123,133,143,168,172,176],"utilization":[55],"machine":[57,72,92,144],"learning":[58,73,93,145],"methodologies":[59],"potentially":[61],"impede":[62],"advancement":[64],"this":[66,89],"condition.":[67],"Several":[68],"researchers":[69],"have":[70],"applied":[71],"algorithms":[74,97],"various":[76],"datasets":[77],"linked":[78],"identification":[84],"probable":[86],"patients.":[87],"In":[88],"field,":[90],"ensemble":[91],"methods":[94],"like":[95],"boosting":[96],"display":[98],"significant":[99],"potential":[100],"promptly":[102],"detecting":[103],"Disease.":[105],"This":[106],"scholarly":[107],"article":[108],"introduces":[109],"innovative":[111],"Adaboost":[112],"Model":[113],"that":[114,142],"employs":[115],"decision":[116],"trees":[117],"primary":[120],"estimator":[121],"within":[122],"AdaBoost":[124],"structure,":[125],"integrating":[126],"RandomizedSearchCV":[127],"hyperparameter":[128],"tuning":[129],"techniques":[130],"boost":[132],"model\u2019s":[134],"effectiveness.":[135],"Thorough":[136],"computational":[137],"simulations":[138],"analyses":[140],"demonstrate":[141],"models":[146],"yield":[147],"commendable":[148],"outcomes":[149],"across":[150],"multiple":[151],"performance":[152],"metrics,":[153],"including":[154],"accuracy":[155],"(95.91%),":[156],"precision":[157],"(1.00),":[158],"recall":[159],"(0.95),":[160],"F1Score":[161],"(0.97),":[162,165],"AUC":[164],"thereby":[166],"underscoring":[167],"promising":[169],"efficacy":[170],"proposed":[173],"approach":[174],"realm":[177],"diagnosis.":[181]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}