Zardad Khan

Amjad Ali

Saeed Aldahmani

CoRR, 2024

2023

A k nearest neighbour ensemble via extended neighbourhood rule and feature subsets.

[BibT_eX]

[DOI]

Pattern Recognit., October, 2023

A Random Projection k Nearest Neighbours Ensemble for Classification via Extended Neighbourhood Rule.

[BibT_eX]

[DOI]

CoRR, 2023

2022

Model Selection Using K-Means Clustering Algorithm for the Symmetrical Segmentation of Remote Sensing Datasets.

[BibT_eX]

[DOI]

Symmetry, 2022

Unsupervised feature selection with robust data reconstruction (UFS-RDR) and outlier detection.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2022

An Optimal k Nearest Neighbours Ensemble for Classification Based on Extended Neighbourhood Rule with Features subspace.

[BibT_eX]

[DOI]

CoRR, 2022

A k nearest neighbours classifiers ensemble based on extended neighbourhood rule and features subsets.

[BibT_eX]

[DOI]

CoRR, 2022

Optimal Causal Decision Trees Ensemble for Improved Prediction and Causal Inference.

[BibT_eX]

[DOI]

IEEE Access, 2022

Gene Selection in Binary Classification Problems Within Functional Genomics Experiments via Robust Fisher Score.

[BibT_eX]

[DOI]

IEEE Access, 2022

A Weighted k-Nearest Neighbours Ensemble With Added Accuracy and Diversity.

[BibT_eX]

[DOI]

IEEE Access, 2022

2021

Comparative analysis of machine learning approaches to analyze and predict the COVID-19 outbreak.

[BibT_eX]

[DOI]

PeerJ Comput. Sci., 2021

Robust proportional overlapping analysis for feature selection in binary classification within functional genomic experiments.

[BibT_eX]

[DOI]

PeerJ Comput. Sci., 2021

Optimal Trees Selection for Classification via Out-of-Bag Assessment and Sub-Bagging.

[BibT_eX]

[DOI]

IEEE Access, 2021

2020

Ensemble of optimal trees, random forest and random projection ensemble classification.

[BibT_eX]

[DOI]

Asma Gul

Aris Perperoglou

Osama Mahmoud

Mohd Amiruddin Abd Rahman

Adv. Data Anal. Classif., 2020

A k-Nearest Neighbours Based Ensemble via Optimal Model Selection for Regression.

[BibT_eX]

[DOI]

IEEE Access, 2020

2019

Variable Selection via SCAD-Penalized Quantile Regression for High-Dimensional Count Data.

[BibT_eX]

[DOI]

Mohd Shafie Mustafa

IEEE Access, 2019

Feature Selection for Binary Classification Within Functional Genomics Experiments via Interquartile Range and Clustering.

[BibT_eX]

[DOI]

IEEE Access, 2019

2018

Ensemble of a subset of kNN classifiers.

[BibT_eX]

[DOI]

Adv. Data Anal. Classif., 2018

2014

A feature selection method for classification within functional genomics experiments based on the proportional overlapping score.

[BibT_eX]

[DOI]

BMC Bioinform., 2014

Minimizing Redundancy Among Genes Selected Based on the Overlapping Analysis.

[BibT_eX]

[DOI]

Proceedings of the Analysis of Large and Complex Data, 2014

An Ensemble of Optimal Trees for Class Membership Probability Estimation.

[BibT_eX]

[DOI]

Asma Gul

Osama Mahmoud

Aris Perperoglou

Proceedings of the Analysis of Large and Complex Data, 2014

Ensemble of Subset of k-Nearest Neighbours Models for Class Membership Probability Estimation.

[BibT_eX]

[DOI]