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Publications
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Journals
- Ghiasi-Shirazi, K. (2021). Learning 2D Gabor filters by infinite kernel learning regression. Journal of Computational Mathematics and Data Science, 1, 100016.
- Paeedeh, N., Ghiasi-Shirazi, K. (2021). Improving the
backpropagation algorithm with consequentialism weight updates over
mini-batches. Neurocomputing, 461, 86-98.
- Qaraei, M., Abbaasi, S., Ghiasi-Shirazi, K. (2021).
Randomized non-linear PCA networks. Information Sciences, 545,
241-253.
- Ghiasi-Shirazi, K. (2019). Generalizing the convolution operator
in convolutional neural networks. Neural Processing Letters, 50(3),
2627-2646. (more...)
- Ghiasi-Shirazi, K. (2019). Competitive Cross-Entropy Loss: A
Study on Training Single-Layer Neural Networks for Solving Nonlinearly
Separable Classification Problems. Neural Processing Letters, 50(2),
1115-1122. (more...)
- Mohammadnia-Qaraei, M. R., Monsefi, R., Ghiasi-Shirazi, K.
(2018). Convolutional kernel networks based on a convex combination of
cosine kernels. Pattern Recognition Letters, 116,
127-134.
- Eftekhari, N., Pourreza, H. R., Masoudi, M., Ghiasi-Shirazi, K.,
Saeedi, E. (2019). Microaneurysm detection in fundus images using
a two-step convolutional neural network. Biomedical engineering
online, 18(1), 1-16.
- Sadeghi Lotfabadi, A., Ghiasi-Shirazi, K., Harati, A.
(2018). Modeling Intra-label Dynamics and Analyzing the Role of Blank
in Connectionist Temporal Classification. Computer and Knowledge
Engineering, 1(2), 47-54.
- Ghiasi-Shirazi, K., Mohseni, M., Darvishan, M.,
Yousefzadeh, R. (2017). RSCM technology for developing
runtime-reconfigurable telecommunication applications. Computer
Standards Interfaces, 51, 43-55. (more...)
- Ghiasi-Shirazi, K., Safabakhsh, R., Shamsi, M. (2010).
Learning Translation Invariant Kernels for Classification. Journal
of Machine Learning Research, 11(4). (more...)
- Shirazi, S. K. G., Safabakhsh, R. (2009). Omnidirectional
edge detection. Computer Vision and Image Understanding, 113(4),
556-564. (more...)
Recent conference papers
- To see the list of recent conference papers click
here.
Old conference papers
- A. Fazel, K. Ghiasi, C. Lucas, K. Hosseinzadeh, Robust feature
extraction based on human ear physiology for automatic
speech recognition systems, The 6th Conference on Intelligent Systems,
Kerman, Iran, 2004 (in Persian). (download)
- K. Ghiasi-Shirazi and G. Ghassem-Sani, Using Satisfiability In
Temporal
Planning, Proceedings of the 9th Annual Int. CSI Computer
Conference (CSICC'2004), 17-19 Feb. 2004, Sharif University of
Technology, Tehran, Iran, Vol. I, pp. 214-223 (in Persian). (persian
pdf) (english pdf) (code)