Distinguishing medical drugs from a large set of side effects using a distributed genetic algorithm on a PC cluster. - Fazal Noor; Majed Alhaisoni; Mashaan A. Alshammari; Ravi Prakash Ramachandran (ISCAS, 2015)

Towards scalable rough set based attribute subset selection for intrusion detection using parallel genetic algorithm in MapReduce. - El-Sayed M. El-Alfy; Mashaan A. Alshammari (Simul. Model. Pract. Theory, 2016)

Approximate Spectral Clustering Using Topology Preserving Methods and Local Scaling. - Mashaan A. Alshammari; Masahiro Takatsuka (ICONIP (4), 2018)

Approximate spectral clustering with eigenvector selection and self-tuned k. - Mashaan A. Alshammari; Masahiro Takatsuka (Pattern Recognit. Lett., 2019)

Approximate spectral clustering density-based similarity for noisy datasets. - Mashaan A. Alshammari; Masahiro Takatsuka (Pattern Recognit. Lett., 2019)

The Effect of the Dataset Size on the Accuracy of Software Defect Prediction Models: An Empirical Study. - Mohammad R. Alshayeb; Mashaan A. Alshammari (Inteligencia Artif., 2021)

Refining a k-nearest neighbor graph for a computationally efficient spectral clustering. - Mashaan A. Alshammari; John Stavrakakis; Masahiro Takatsuka (Pattern Recognit., 2021)

The Effect of Points Dispersion on the k-nn Search in Random Projection Forests. - Mashaan A. Alshammari; John Stavrakakis; Adel F. Ahmed; Masahiro Takatsuka (IEEE Access, 2022)

A parameter-free graph reduction for spectral clustering and SpectralNet. - Mashaan A. Alshammari; John Stavrakakis; Masahiro Takatsuka (Array, 2022)

Approximate spectral clustering with eigenvector selection and self-tuned k. - Mashaan A. Alshammari; Masahiro Takatsuka (CoRR, 2023)

Graph Construction using Principal Axis Trees for Simple Graph Convolution. - Mashaan A. Alshammari; John Stavrakakis; Adel F. Ahmed; Masahiro Takatsuka (CoRR, 2023)

Random Projection Forest Initialization for Graph Convolutional Networks. - Mashaan A. Alshammari; John Stavrakakis; Adel F. Ahmed; Masahiro Takatsuka (CoRR, 2023)

Random projection tree similarity metric for SpectralNet. - Mashaan A. Alshammari; John Stavrakakis; Adel F. Ahmed; Masahiro Takatsuka (Array, 2023)