Muhammad Hamraz
Mardan, KP 23200, Pakistan
Last Updated: 09/26/2026
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Found 8 publications
Pruning tree forest and re-sampling for class imbalanced problem.
Journal: Scientific reports
Published: November 06, 2025
Modified Robust Proportional Overlapping Score for feature selection in high-dimensional micro-array data.
Journal: Computers in biology and medicine
Published: February 12, 2025
Improved nonparametric survival prediction using CoxPH, Random Survival Forest & DeepHit Neural Network.
Journal: BMC medical informatics and decision making
Published: February 20, 2024
A robust cusum control chart for median absolute deviation based on trimming and winsorization.
Journal: PloS one
Published: January 16, 2023
Regulatory genes identification within functional genomics experiments for tissue classification into binary classes via machine learning techniques.
Journal: JPMA. The Journal of the Pakistan Medical Association
Published: January 21, 2021
Robust proportional overlapping analysis for feature selection in binary classification within functional genomic experiments.
Journal: PeerJ. Computer science
Published: November 10, 2020
The analysis of risk factors associated with tonsillitis in district Mardan, Pakistan.
Journal: JPMA. The Journal of the Pakistan Medical Association
Published: August 18, 2020
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Last Updated: 09/26/2026