2 citations · 2 across the 4 of their papers we have counts for
4 papers
Regularized Linear Discriminant Analysis Using a Nonlinear Covariance Matrix Estimator
Maaz Mahadi, Tarig Ballal, Muhammad Moinuddin +2
Linear discriminant analysis (LDA) is a widely used technique for data classification. The method offers adequate performance in many classification problems, but it becomes ineffi…
Portfolio Optimization Using a Consistent Vector-Based MSE Estimation Approach
Maaz Mahadi, Tarig Ballal, Muhammad Moinuddin +2
This paper is concerned with optimizing the global minimum-variance portfolio's (GMVP) weights in high-dimensional settings where both observation and population dimensions grow at…
GSSMD: A new standardized effect size measure to improve robustness and interpretability in biological applications
Seongyong Park, Shujaat Khan, Muhammad Moinuddin +1
In many biological applications, the primary objective of study is to quantify the magnitude of treatment effect between two groups. Cohens'd or strictly standardized mean differen…
q-LMF: Quantum Calculus-based Least Mean Fourth Algorithm
Alishba Sadiq, Muhammad Usman, Shujaat Khan +3
Channel estimation is an essential part of modern communication systems as it enhances the overall performance of the system. In recent past a variety of adaptive learning methods…