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Feature selection using principal component analysis and genetic algorithm

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Md. Merajul Islam, Md. Jahanur Rahman, Md. Menhazul Abedin, Benojir Ahammed, Mohammad Ali, N.A.M Faisal Ahmed & Md. Maniruzzaman. (2023) Identification of the risk factors of type 2 diabetes and its prediction using machine learning techniques. Health Systems 12:2, pages 243-254.
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Nusrat Tasnim & Shamim Al Mamun. (2023) Comparative Performance Analysis of Feature Selection for Mortality Prediction in ICU with Explainable Artificial Intelligence. Comparative Performance Analysis of Feature Selection for Mortality Prediction in ICU with Explainable Artificial Intelligence.
Lucía J. Hernández-González, Juan Frausto-Solís, Juan J. González-Barbosa, Juan Paulo Sánchez-Hernández, Deny Lizbeth Hernández-Rabadán & Edgar Román-Rangel. (2023) PSEV-BF Methodology for Object Recognition of Birds in Uncontrolled Environments. Axioms 12:2, pages 197.
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Rahul B. Adhao & Vinod K. Pachghare. 2022. Wireless Communication Security. Wireless Communication Security 69 90 .
Yuying Liu, Jiao Chen, Zijun Xu, Hao Liu, Tingting Yuan, Xiyuan Wang, Jianjie Wei & Qingdong Shi. (2022) Detection of multiple metal ions in water with a fluorescence sensor based on carbon quantum dots assisted by stepwise prediction and machine learning. Environmental Chemistry Letters 20:6, pages 3415-3420.
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Mona Alduailij, Qazi Waqas Khan, Muhammad Tahir, Muhammad Sardaraz, Mai Alduailij & Fazila Malik. (2022) Machine-Learning-Based DDoS Attack Detection Using Mutual Information and Random Forest Feature Importance Method. Symmetry 14:6, pages 1095.
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Mayur V Tayde, Rahul B Adhao & Vinod Pachghare. (2022) Ensemble Based Feature Selection Technique For Flow Based Intrusion Detection System. Ensemble Based Feature Selection Technique For Flow Based Intrusion Detection System.
Junhao Liu, Qing Cheng, Yuanji Wang, Changqi Yang, Rui Zhou, Xinping Zhu, Di Yao, Junjie Zhou, Yaqian Du & Shanshan Yang. (2022) An Improved Genetic Algorithm-Based Traffic Scheduling Model for Airport Terminal Areas. Journal of Sensors 2022, pages 1-13.
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Rahul Adhao, Samadhan Mahefuj, Vinod Pachghare & Vijay Khadse. (2021) Hybrid Intrusion Detection System. International Journal of Next-Generation Computing.
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Ishita Karna, Aniket Madam, Chinmay Deokule, Rahul Adhao & Vinod Pachghare. (2021) Ensemble-Based Filter Feature Selection Technique for Building Flow-Based IDS. Ensemble-Based Filter Feature Selection Technique for Building Flow-Based IDS.
M G Dinesh & D Prabha. (2021) Diabetes Mellitus Prediction System Using Hybrid KPCA-GA-SVM Feature Selection Techniques. Journal of Physics: Conference Series 1767:1, pages 012001.
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Rahul Adhao & Vinod Pachghare. 2021. Data Science and Security. Data Science and Security 310 316 .
Hairani Hairani, Muhammad Innuddin & Majid Rahardi. (2020) Accuracy Enhancement of Correlated Naive Bayes Method by Using Correlation Feature Selection (CFS) for Health Data Classification. Accuracy Enhancement of Correlated Naive Bayes Method by Using Correlation Feature Selection (CFS) for Health Data Classification.

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