| Ticket-based QoS routing optimization using genetic algorithm for WSN applications in smart grid U Baroudi, M Bin-Yahya, M Alshammari, U Yaqoub Journal of Ambient Intelligence and Humanized Computing 10, 1325-1338, 2019 | 64 | 2019 |
| Towards scalable rough set based attribute subset selection for intrusion detection using parallel genetic algorithm in MapReduce ESM El-Alfy, MA Alshammari Simulation Modelling Practice and Theory 64, 18-29, 2016 | 50 | 2016 |
| Refining a k-nearest neighbor graph for a computationally efficient spectral clustering M Alshammari, J Stavrakakis, M Takatsuka Pattern Recognition 114, 107869, 2021 | 41 | 2021 |
| Approximate spectral clustering with eigenvector selection and self-tuned k M Alshammari, M Takatsuka Pattern Recognition Letters 122, 31-37, 2019 | 12 | 2019 |
| The effect of the dataset size on the accuracy of software defect prediction models: an empirical study MA Alshammari, M Alshayeb Inteligencia Artificial 24 (68), 72-88, 2021 | 6 | 2021 |
| Approximate spectral clustering density-based similarity for noisy datasets M Alshammari, M Takatsuka Pattern Recognition Letters 128, 155-161, 2019 | 6 | 2019 |
| A parameter-free graph reduction for spectral clustering and spectralnet M Alshammari, J Stavrakakis, M Takatsuka Array 15, 100192, 2022 | 5 | 2022 |
| MapReduce implementation for minimum reduct using parallel genetic algorithm MA Alshammari, ESM El-Alfy 2015 6th International Conference on Information and Communication Systems …, 2015 | 4 | 2015 |
| Random projection forest initialization for graph convolutional networks M Alshammari, J Stavrakakis, AF Ahmed, M Takatsuka MethodsX 11, 102315, 2023 | 2 | 2023 |
| The Effect of Points Dispersion on the k-nn Search in Random Projection Forests M Alshammari, J Stavrakakis, AF Ahmed, M Takatsuka IEEE access 10, 80858-80868, 2022 | 2 | 2022 |
| Approximate spectral clustering using topology preserving methods and local scaling M Alshammari, M Takatsuka International Conference on Neural Information Processing, 109-121, 2018 | 2 | 2018 |
| Random projection tree similarity metric for SpectralNet M Alshammari, J Stavrakakis, AF Ahmed, M Takatsuka Array, 100274, 2023 | | 2023 |
| Graph Construction using Principal Axis Trees for Simple Graph Convolution M Alshammari, J Stavrakakis, AF Ahmed, M Takatsuka arXiv preprint arXiv:2302.12000, 2023 | | 2023 |
| Graph Filtering and Automatic Parameter Selection for Efficient Spectral Clustering M Alshammari University of Sydney, 2020 | | 2020 |
| Image Segmentation via Adaptive Smoothing Controlled by Orthogonal Projection M Alshammari, M Takatsuka School of IT, University of Sydney, 2017, 2017 | | 2017 |
| Image Segmentation Via Self-organizing Map Approximate and Spectral Clustering M Alshammari, M Takatsuka School of Information Technology, University of Sydney, 2017 | | 2017 |
| Human In-Place Action Recognition using Combination of Kinect Data Streams MA Alshammari King Fahd University of Petroleum and Minerals (KFUPM), 2015 | | 2015 |
| Distinguishing medical drugs from a large set of side effects using a distributed genetic algorithm on a PC cluster F Noor, M Alhaisoni, MA Alshammari, RP Ramachandran 2015 IEEE International Symposium on Circuits and Systems (ISCAS), 790-793, 2015 | | 2015 |
Masahiro TakatsukaUniversity of SydneyVerified email at sydney.edu.au
Masahiro TakatsukaUniversity of SydneyVerified email at sydney.edu.au