Home ? Publications ?

Journals

  1. Ghiasi-Shirazi, K. (2021). Learning 2D Gabor filters by infinite kernel learning regression. Journal of Computational Mathematics and Data Science, 1, 100016.

  2. Paeedeh, N., Ghiasi-Shirazi, K. (2021). Improving the backpropagation algorithm with consequentialism weight updates over mini-batches. Neurocomputing, 461, 86-98.

  3. Qaraei, M., Abbaasi, S., Ghiasi-Shirazi, K. (2021). Randomized non-linear PCA networks. Information Sciences, 545, 241-253.

  4. Ghiasi-Shirazi, K. (2019). Generalizing the convolution operator in convolutional neural networks. Neural Processing Letters, 50(3), 2627-2646. (more...)

  5. 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...)

  6. 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.

  7. 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.

  8. 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.

  9. 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...)

  10. Ghiasi-Shirazi, K., Safabakhsh, R., Shamsi, M. (2010). Learning Translation Invariant Kernels for Classification. Journal of Machine Learning Research, 11(4). (more...)

  11. Shirazi, S. K. G., Safabakhsh, R. (2009). Omnidirectional edge detection. Computer Vision and Image Understanding, 113(4), 556-564. (more...)

Recent conference papers



Old conference papers

  1. 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)

  2. 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)