Mashaan A. Alshammari

18 papers C 1Journal 16Unranked 1

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