Sina Tabakhi
Publications
More information can be found in my Google Scholar, ORCID, DBLP, and Scopus profiles.
Journal Papers
- Sina Tabakhi, Charlotte Vandermeulen, Ian Sudbery, Haiping Lu, Heterogeneous Graph Attention Network Improves Cancer Multiomics Integration, ArXiv Preprint, arXiv:2408.02845, 2024.
- Prasun C. Tripathi, Sina Tabakhi, Mohammod N. I. Suvon, Lawrence Schöb, Samer Alabed, Andrew J. Swift, Shuo Zhou, Haiping Lu, Interpretable Multimodal Learning for Cardiovascular Hemodynamics Assessment, ArXiv Preprint, arXiv:2404.04718, 2024.
- Sina Tabakhi, Mohammod N. I. Suvon, Pegah Ahadian, and Haiping Lu, Multimodal Learning for Multi-Omics: A Survey, World Scientific Annual Review of Artificial Intelligence, vol. 01, pp. 2250004, 2023 [ArXiv version].
- Sina Tabakhi and Parham Moradi, Universal Feature Selection Tool (UniFeat): An Open-Source Tool for Dimensionality Reduction, Neurocomputing, vol. 535, pp. 156-165, 2023 [ArXiv version].
- Sina Tabakhi and Parham Moradi, Relevance–Redundancy Feature Selection based on Ant Colony Optimization, Pattern Recognition, vol. 48, pp. 2798-2811, 2015.
- Sina Tabakhi, Ali Najafi, Reza Ranjbar, and Parham Moradi, Gene Selection for Microarray Data Classification Using a Novel Ant Colony Optimization, Neurocomputing, vol. 168, pp. 1024-1036, 2015.
- Sina Tabakhi, Parham Moradi, and Fardin Akhlaghian, An Unsupervised Feature Selection Algorithm based on Ant Colony Optimization, Engineering Applications of Artificial Intelligence, vol. 32, pp. 112-123, 2014.
Conference Papers
- Sina Tabakhi and Haiping Lu, Multi-agent Feature Selection for Integrative Multi-omics Analysis, 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Glasgow, UK, pp. 1638-1642, 2022.