Mashaan A. Alshammari

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 17

Top Topics

Spectral Clustering

Top Venues

Pattern Recognit. Lett.

Inteligencia Artif.

Publications

Mashaan A. Alshammari, John Stavrakakis, Masahiro Takatsuka
Refining a k-nearest neighbor graph for a computationally efficient spectral clustering. CoRR (2023)
Mashaan A. Alshammari, John Stavrakakis, Adel F. Ahmed, Masahiro Takatsuka
The Effect of Points Dispersion on the k-nn Search in Random Projection Forests. CoRR (2023)
Mashaan A. Alshammari, Masahiro Takatsuka
Approximate spectral clustering density-based similarity for noisy datasets. CoRR (2023)
Mashaan A. Alshammari, John Stavrakakis, Adel F. Ahmed, Masahiro Takatsuka
Graph Construction using Principal Axis Trees for Simple Graph Convolution. CoRR (2023)
Mashaan A. Alshammari, John Stavrakakis, Masahiro Takatsuka
A parameter-free graph reduction for spectral clustering and SpectralNet. CoRR (2023)
Mashaan A. Alshammari, John Stavrakakis, Adel F. Ahmed, Masahiro Takatsuka
Random projection tree similarity metric for SpectralNet. Array 17 (2023)
Mashaan A. Alshammari, John Stavrakakis, Adel F. Ahmed, Masahiro Takatsuka
Random Projection Forest Initialization for Graph Convolutional Networks. CoRR (2023)
Mashaan A. Alshammari, Masahiro Takatsuka
Approximate spectral clustering with eigenvector selection and self-tuned k. CoRR (2023)
Mashaan A. Alshammari, John Stavrakakis, Adel F. Ahmed, Masahiro Takatsuka
Random projection tree similarity metric for SpectralNet. CoRR (2023)
Mashaan A. Alshammari, John Stavrakakis, Adel F. Ahmed, Masahiro Takatsuka
The Effect of Points Dispersion on the k-nn Search in Random Projection Forests. IEEE Access 10 (2022)
Mashaan A. Alshammari, John Stavrakakis, Masahiro Takatsuka
A parameter-free graph reduction for spectral clustering and SpectralNet. Array 15 (2022)
Mohammad Alshayeb, Mashaan A. Alshammari
The Effect of the Dataset Size on the Accuracy of Software Defect Prediction Models: An Empirical Study. Inteligencia Artif. 24 (68) (2021)
Mashaan A. Alshammari, John Stavrakakis, Masahiro Takatsuka
Refining a k-nearest neighbor graph for a computationally efficient spectral clustering. Pattern Recognit. 114 (2021)
Mashaan A. Alshammari, Masahiro Takatsuka
Approximate spectral clustering density-based similarity for noisy datasets. Pattern Recognit. Lett. 128 (2019)
Mashaan A. Alshammari, Masahiro Takatsuka
. Pattern Recognit. Lett. 122 (2019)
Mashaan A. Alshammari, Masahiro Takatsuka
Approximate Spectral Clustering Using Topology Preserving Methods and Local Scaling. ICONIP (4) (2018)
El-Sayed M. El-Alfy, Mashaan A. Alshammari
Towards scalable rough set based attribute subset selection for intrusion detection using parallel genetic algorithm in MapReduce. Simul. Model. Pract. Theory 64 (2016)
Fazal Noor, Majed Alhaisoni, Mashaan A. Alshammari, Ravi Prakash Ramachandran
Distinguishing medical drugs from a large set of side effects using a distributed genetic algorithm on a PC cluster. ISCAS (2015)