Mashaan A. Alshammari

According to our database, Mashaan A. Alshammari authored at least 13 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Random projection tree similarity metric for SpectralNet.

Mashaan A. Alshammari, John Stavrakakis, Adel F. Ahmed, Masahiro Takatsuka

Array, March, 2023

Random Projection Forest Initialization for Graph Convolutional Networks.

Mashaan A. Alshammari, John Stavrakakis, Adel F. Ahmed, 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

Approximate spectral clustering with eigenvector selection and self-tuned k.

Mashaan A. Alshammari, Masahiro Takatsuka

CoRR, 2023

2022

A parameter-free graph reduction for spectral clustering and SpectralNet.

Mashaan A. Alshammari, John Stavrakakis, Masahiro Takatsuka

Array, 2022

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

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 the Dataset Size on the Accuracy of Software Defect Prediction Models: An Empirical Study.

Mohammad R. Alshayeb, Mashaan A. Alshammari

Inteligencia Artif., 2021

2019

Approximate spectral clustering density-based similarity for noisy datasets.

Mashaan A. Alshammari, Masahiro Takatsuka

Pattern Recognit. Lett., 2019

Approximate spectral clustering with eigenvector selection and self-tuned <i>k</i>.

Mashaan A. Alshammari, Masahiro Takatsuka

Pattern Recognit. Lett., 2019

2018

Approximate Spectral Clustering Using Topology Preserving Methods and Local Scaling.

Mashaan A. Alshammari, Masahiro Takatsuka

Proceedings of the Neural Information Processing - 25th International Conference, 2018

2016

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

2015

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

Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015