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Features Selection and k-NN Parameter Optimization Based on Genetic Algorithm for Benchmarked Medical Datasets Classification by Rizki Tri Prasetio Submission date: 24-Oct-2020 01:35AM (UTC+1100) Submission ID: 1354485325 File name: JOIN_Template_2020_1.docx (141.17K) Word count: 4209 Character count: 24124

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Page 1: Classification - UIN SGD

Features Selection and k-NNParameter Optimization Based

on Genetic Algorithm forBenchmarked Medical Datasets

Classificationby Rizki Tri Prasetio

Submission date: 24-Oct-2020 01:35AM (UTC+1100)Submission ID: 1354485325File name: JOIN_Template_2020_1.docx (141.17K)Word count: 4209Character count: 24124

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Features Selection and k-NN Parameter Optimization Based onGenetic Algorithm for Benchmarked Medical DatasetsClassificationORIGINALITY REPORT

PRIMARY SOURCES

Rizki Tri Prasetio, Dwiza Riana. "A comparisonof classification methods in vertebral columndisorder with the application of genetic algorithmand bagging", 2015 4th InternationalConference on Instrumentation,Communications, Information Technology, andBiomedical Engineering (ICICI-BME), 2015Publication

www.hindawi.comInternet Source

ejournal.bsi.ac.idInternet Source

join.if.uinsgd.ac.idInternet Source

www.zenisoft.cnInternet Source

www.coursehero.comInternet Source

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C. V. Subbulakshmi, S. N. Deepa. "MedicalDataset Classification: A Machine LearningParadigm Integrating Particle SwarmOptimization with Extreme Learning MachineClassifier", The Scientific World Journal, 2015Publication

Zheng, Hong, Sharatchandra Pankanti, andRunsheng Wang. "", Object DetectionClassification and Tracking Technologies, 2001.Publication

Communications in Computer and InformationScience, 2014.Publication

Submitted to Higher Education CommissionPakistanStudent Paper

www.tsunamisociety.orgInternet Source

www.ijert.orgInternet Source

Chung-Chian Hsu, Wei-Hao Huang. "Integrateddimensionality reduction technique for mixed-type data involving categorical values", AppliedSoft Computing, 2016Publication

Khan, Kashif Ullah, and Usman Qamar.

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"Improved Single-Label Text Categorization byInstance Filtration", 2015 Ninth InternationalConference on Complex Intelligent andSoftware Intensive Systems, 2015.Publication

Palanichamy, Jaganathan, and KuppuchamyRamasamy. "A threshold fuzzy entropy basedfeature selection for medical databaseclassification", Computers in Biology andMedicine, 2013.Publication

ars.ac.idInternet Source

sportsmedicine-open.springeropen.comInternet Source

K. Ramachandra Murthy, Ashish Ghosh. "Noisy-free Length Discriminant Analysis with cosinehyperbolic framework for dimensionalityreduction", Expert Systems with Applications,2017Publication

aircconline.comInternet Source

Ahmad Hanif Asyhar, Yuniar Farida,Nurissaidah Ulinnuha, Dian Candra RiniNovitasari, Ahmad Zaenal Arifin. "Sentiment

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Analysis of Regional Head Candidate’sElectability from the National Mass MediaPerspective Using the Text Mining Algorithm",Advances in Science, Technology andEngineering Systems Journal, 2019Publication

Pei-Chann Chang, Jyun-Jie Lin, Chen-Hao Liu."An attribute weight assignment and particleswarm optimization algorithm for medicaldatabase classifications", Computer Methodsand Programs in Biomedicine, 2012Publication

doaj.orgInternet Source

elibrary.almaata.ac.idInternet Source

"China Satellite Navigation Conference (CSNC)2020 Proceedings: Volume II", Springer Scienceand Business Media LLC, 2020Publication

Pratik Aher, Purva Raut. "Incremental radiusapproach for classification", 2017 InternationalConference on Advances in Computing,Communication and Control (ICAC3), 2017Publication

Irwin O. Kennedy, Patricia Scanlon, Francis J.Mullany, Milind M. Buddhikot, Keith E. Nolan,

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Thomas W. Rondeau. "Radio TransmitterFingerprinting: A Steady State FrequencyDomain Approach", 2008 IEEE 68th VehicularTechnology Conference, 2008Publication

L. Silva. "Precision Range Image RegistrationUsing a Robust Surface InterpenetrationMeasure and Enhanced Genetic Algorithms",IEEE Transactions on Pattern Analysis andMachine Intelligence, 5/2005Publication

snmrecwebext.eng.fau.eduInternet Source

Qiao Yu, Junyan Qian, Shujuan Jiang, ZhenhuaWu, Gongjie Zhang. "An Empirical Study on theEffectiveness of Feature Selection for Cross-Project Defect Prediction", IEEE Access, 2019Publication

www.ijera.comInternet Source

Elshazly, Hanaa Ismail, Abeer MohamedElkorany, and Aboul Ella Hassanien."Ensemble-based classifiers for prostate cancerdiagnosis", 2013 9th International ComputerEngineering Conference (ICENCO), 2013.Publication

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Kartick Subramanian, Sundaram Suresh,Narasimhan Sundararajan. "A MetacognitiveNeuro-Fuzzy Inference System (McFIS) forSequential Classification Problems", IEEETransactions on Fuzzy Systems, 2013Publication