Mashaan A. Alshammari

Orcid: 0000-0002-7864-0011

According to our database1, Mashaan A. Alshammari authored at least 13 papers between 2015 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Random projection tree similarity metric for SpectralNet.
Array, March, 2023

Random Projection Forest Initialization for Graph Convolutional Networks.
CoRR, 2023

Graph Construction using Principal Axis Trees for Simple Graph Convolution.
CoRR, 2023

Approximate spectral clustering with eigenvector selection and self-tuned k.
CoRR, 2023

2022
A parameter-free graph reduction for spectral clustering and SpectralNet.
Array, 2022

The Effect of Points Dispersion on the k-nn Search in Random Projection Forests.
IEEE Access, 2022

2021
Refining a k-nearest neighbor graph for a computationally efficient spectral clustering.
Pattern Recognit., 2021

The Effect of the Dataset Size on the Accuracy of Software Defect Prediction Models: An Empirical Study.
Inteligencia Artif., 2021

2019
Approximate spectral clustering density-based similarity for noisy datasets.
Pattern Recognit. Lett., 2019

Approximate spectral clustering with eigenvector selection and self-tuned <i>k</i>.
Pattern Recognit. Lett., 2019

2018
Approximate Spectral Clustering Using Topology Preserving Methods and Local Scaling.
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.
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.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015


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