6 citations · 19 across the 10 of their papers we have counts for
11 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…
A Novel Quantum Calculus-based Complex Least Mean Square Algorithm (q-CLMS)
Alishba Sadiq, Imran Naseem, Shujaat Khan +3
In this research, a novel adaptive filtering algorithm is proposed for complex domain signal processing. The proposed algorithm is based on Wirtinger calculus and is called as q-Co…
Mean-square Analysis of the NLMS Algorithm
Tareq Y. Al-Naffouri, Muhammad Moinuddin, Anum Ali
This work presents a novel approach to the mean-square analysis of the normalized least mean squares (NLMS) algorithm for circular complex colored Gaussian inputs. The analysis is…
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…
Heart Segmentation From MRI Scans Using Convolutional Neural Network
Shakeel Muhammad Ibrahim, Muhammad Sohail Ibrahim, Muhammad Usman +2
Heart is one of the vital organs of human body. A minor dysfunction of heart even for a short time interval can be fatal, therefore, efficient monitoring of its physiological state…