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2025	FS-SVM: A Synergistic Approach to High-Dimensional Feature Selection IEEE Access Inzamam Ul Haq, Muhammad Hamraz, Salman Jan, Dost Muhammad Khan, Nadeem Iqbal, Zardad Khan
2025	Modified Robust Proportional Overlapping Score for feature selection in high-dimensional micro-array data Computers in Biology and Medicine Muhammad Hamraz, Tahir Abbas, Fawad Ali, Dost Muhammad Khan, Muhammad Aamir
2024	An advanced approach for predicting selective sweep in the genomic regions using machine learning techniques Genetic Resources and Crop Evolution Abhik Sarkar, Dwijesh Chandra Mishra, Dipro Sinha, Krishna Kumar Chaturvedi, Shashi Bhushan Lal, Sanjeev Kumar, Girish Kumar Jha, Neeraj Budhlakoti
2023	A k nearest neighbour ensemble via extended neighbourhood rule and feature subsets Pattern Recognition Amjad Ali, Muhammad Hamraz, Naz Gul, Dost Muhammad Khan, Saeed Aldahmani, Zardad Khan
2023	Optimal -k nearest neighbours based ensemble for classification and feature selection in chemometrics data Chemometrics and Intelligent Laboratory Systems Inzamam ul Haq, Dost Muhammad Khan, Muhammad Hamraz, Nadeem Iqbal, Amjad Ali, Zardad Khan
2023	2023 Second International Conference on Electronics and Renewable Systems (ICEARS) Jose Triny K, Kesavan S, Navadeepan H, Ranjith Kumar P
2023	Feature selection for high dimensional microarray gene expression data via weighted signal to noise ratio PLOS ONE Muhammad Hamraz, Amjad Ali, Wali Khan Mashwani, Saeed Aldahmani, Zardad Khan
2023	Preventing Road Accidents Through Early Detection of Driver Behavior Using Smartphone Motion Sensor Data: An Ensemble Feature Engineering Approach IEEE Access Ali Raza, Iqra Akhtar, Laith Abualigah, Raed Abu Zitar, Mohamed Sharaf, Mohammad SH. Daoud, Heming Jia
2023	VSOLassoBag: a variable-selection oriented LASSO bagging algorithm for biomarker discovery in omic-based translational research Journal of Genetics and Genomics Jiaqi Liang, Chaoye Wang, Di Zhang, Yubin Xie, Yanru Zeng, Tianqin Li, Zhixiang Zuo, Jian Ren, Qi Zhao
2023	Raman spectral pattern recognition of breast cancer: A machine learning strategy based on feature fusion and adaptive hyperparameter optimization Heliyon Qingbo Li, Zhixiang Zhang, Zhenhe Ma
2023	Gene selection with Game Shapley Harris hawks optimizer for cancer classification Chemometrics and Intelligent Laboratory Systems Sana Afreen, Ajay Kumar Bhurjee, Rabia Musheer Aziz
2022	An Efficient AP-ANN-Based Multimethod Fusion Model to Detect Stress through EEG Signal Analysis Computational Intelligence and Neuroscience Saranya K, Jayanthy S
2022	Gene Selection in Binary Classification Problems Within Functional Genomics Experiments via Robust Fisher Score IEEE Access Muhammad Hamraz, Zardad Khan, Dost Muhammad Khan, Naz Gul, Amjad Ali, Saeed Aldahmani
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