Publications

M. Ghasemzadeh and S. B. Shouraki, "Semantic Segmentation using Events and Combination of Events and Frames", International Conference on Artificial Intelligence and Smart Vehicle, the paper will be published at Springer's Communications in Computer and Information Science (CCIS) Book Series.

Fatemeh Azizabadi Farahani, Saeed Bagheri Shouraki, and Zahra Dastjerdi, "Generating Control Command for an Autonomous Vehicle Based on Environmental Information." Accepted to International Conference on Artificial Intelligence and Smart Vehicle (ICAISV -2023).

Zahra Dastjerdi, Saeed Bagheri Shouraki, Fateme Azizabadi Farahani, "Modeling and Understanding the Surrounding of an Autonomous Vehicle." Accepted to International Conference on Artificial Intelligence and Smart Vehicle (ICAISV -2023).

Kashani, E.S., Bagheri Shouraki, S., Norouzi, Y. et al. "A density-grid-based method for clustering k-dimensional data." Appl Intell 53, 10559–10573 (2023).

Morsali, M. Mehrdad, Hoda Mohammadzade, and Saeed Bagheri Shouraki. "Face: Fast, Accurate and Context-Aware Audio Annotation and Classification." arXiv preprint arXiv:2303.03666 (2023).

Elham S. Kashani, Saeed Bagheri Shouraki, Yaser Norouzi, "Evolving data stream clustering based on constant false clustering probability." Information Sciences, Volume 614, 2022, Pages 1-18, doi: 10.1016/j.ins.2022.09.054.

E. Iranmehr, S. B. Shouraki, & M. Faraji. (2022). "Developing a structural-based local learning rule for classification tasks using ionic liquid space-based reservoir." Neural Computing and Applications, 34(17), 15075-15093.

I. Alibeigi, M. Tabandeh, S. B. Shouraki, A. Patooghy, & R. Rajaei. "A High Performance MRAM Cell Through Single Free-Layer Dual Fixed-Layer Magnetic Tunnel Junction." IEEE Transactions on Magnetics, vol.58, no.12, pp.1-11, Dec. 2022, Art no.3401511, doi: 10.1109/TMAG.2022.3212690.

A. Rasteh, F. Delpech, C. Aguilar-Melchor, R. Zimmer, S. B. Shouraki, & T. Masquelier. (2022). Encrypted internet traffic classification using a supervised spiking neural network. Neurocomputing, 503, 272-282.

E. Jokar, S. H. Klidbary, H. Abolfathi, S. B. Shouraki, R. Zand, and A. Ahmadi, "Hardware-Algorithm Co-Design of a Compressed Fuzzy Active Learning Method," in IEEE Transactions on Circuits and Systems I: Regular Papers, doi: 10.1109/TCSI.2020.3010723.

M. Javadian, A. Malekzadeh, G. Heydari, and S. Bagheri Shouraki, "A clustering fuzzification algorithm based on ALM," Fuzzy Sets and Systems, Oct. 2019.

I. Alibeigi, A. Amirany, R. Rajaei, M. Tabandeh, and S. B. Shouraki, "A Low-cost Highly Reliable Spintronic True Random Number Generator Circuit for Secure Cryptography," SPIN, Oct. 2019.

A. N. Kia, S. Haratizadeh, and S. B. Shouraki, "Network-based direction of movement prediction in financial markets," Engineering Applications of Artificial Intelligence, vol. 88, p. 103340, Feb. 2020.

S. H. Klidbary, S. B. Shouraki, and I. E. P. Afrakoti, "An adaptive efficient memristive ink drop spread (IDS) computing system," Neural Computing and Applications, vol. 31, no. 11, pp. 7733–7754, Jul. 2018

M. M. Faraji, S. B. Shouraki, E. Iranmehr, and B. Linares-Barranco, "Sound Source Localization in Wide-range Outdoor Environment Using Distributed Sensor Network," IEEE Sensors Journal, pp. 1–1, 2019

H. S. Cheraghchi, A. Zakerolhosseini, S. Bagheri Shouraki, and E. Homayounvala, "A novel granular approach for detecting dynamic online communities in social network," Soft Computing, vol. 23, no. 20, pp. 10339–10360, Oct. 2018

S. H. Klidbary, S. B. Shouraki, and B. Linares-Barranco, "Digital hardware realization of a novel adaptive ink drop spread operator and its application in modeling and classification and on-chip training," International Journal of Machine Learning and Cybernetics, vol. 10, no. 9, pp. 2541–2561, Nov. 2018

E. Iranmehr, S. B. Shouraki, M. M. Faraji, N. Bagheri, and B. Linares-Barranco, "Bio-Inspired Evolutionary Model of Spiking Neural Networks in Ionic Liquid Space," Frontiers in Neuroscience, vol. 13, Nov. 2019

B. Ghojogh, S. B. Shouraki, H. Mohammadzade, and E. Iranmehr, "A Fusion-based Gender Recognition Method Using Facial Images," in Electrical Engineering (ICEE), Iranian Conference on, 2018

A. Negahdari Kia, S. Haratizadeh, S. Bagheri Shouraki, "A hybrid supervised semi-supervised graph-based model to predict one-day ahead movement of global stock markets and commodity prices," Expert Systems with Applications, vol. 105, pp. 159-173, March 2018

P. Pourashraf, N. Tomuro, S. Bagheri Shouraki, "From Windows to Logos: Analyzing Outdoor Images to Aid Flyer Classification," ICIAR 2018, LNCS 10882, pp. 175–184, JUNE 2018

S. Haghzad Klidbary, S. B. Shouraki, I. Esmaili Paeen Afrakoti, "An adaptive efficient memristive ink drop spread (IDS) computing system," Neural Computing and Applications, pp. 1-22, JULY 2018

S. Haghzad Klidbary, S. B. Shouraki, "A novel adaptive learning algorithm for low-dimensional feature space using memristor-crossbar implementation and on-chip training," Applied Intelligence, pp. 1-18, JUNE 2018

S. Shahmoradi, S. Bagheri Shouraki, "Evaluation of a novel fuzzy sequential pattern recognition tool (fuzzy elastic matching machine) and its applications in speech and handwriting recognition," Applied Soft Computing, vol. 62, pp. 315-327, JAN 2018