Statistical Signal Analyzing and Processing based on Artificial Intelligence (2016-2019)¶

Ultrasonic Flaw Detection based on Temporal and Subband Signals Applied to Neural Network (2017-2018)
Multilayer Perceptron Neural Networks for Grain Size Estimation and Classification (2019)
FECG and MECG charachterization using machine learning (2018)

PUBLICATIONS¶

Boyang Wang and Jafar Saniie. Ultrasonic target echo detection using neural network. In 2017 IEEE International Conference on Electro Information Technology (EIT), 286–290. IEEE, 2017. doi:10.1109/EIT.2017.8053371.
Boyang Wang and Jafar Saniie. Ultrasonic flaw detection based on temporal and spectral signals applied to neural network. In 2017 IEEE International Ultrasonics Symposium (IUS), 1–4. IEEE, 2017. doi:10.1109/ULTSYM.2017.8091947.
Boyang Wang and Jafar Saniie. Fetal electrocardiogram recognition using multilayer perceptron neural network. In 2018 IEEE International Conference on Electro/Information Technology (EIT), 0434–0437. IEEE, 2018. doi:10.1109/EIT.2018.8500232.
Won-Jae Yi, Boyang Wang, Bruno Fernandes dos Santos, Eduardo Fonseca Carvalho, and Jafar Saniie. Design flow of neural network application for iot based fall detection system. In 2018 IEEE International Conference on Electro/Information Technology (EIT), 0578–0582. IEEE, 2018. doi:10.1109/EIT.2018.8500179.
Boyang Wang and Jafar Saniie. Multilayer perceptron neural networks for grain size estimation and classification. In 2019 IEEE International Ultrasonics Symposium (IUS), 1643–1646. IEEE, 2019. doi:10.1109/ULTSYM.2019.8925713.
Saumya Gupta, Boyang Wang, Won-Jae Yi, and Jafar Saniie. Design flow of wireless body sensor network for human activity classification using long short-term memory (lstm) neural network. In 2020 IEEE International Conference on Electro Information Technology (EIT), 166–170. IEEE, 2020. doi:10.1109/EIT48999.2020.9208248.
Boyang Wang and Jafar Saniie. Learning fir filter coefficients from data for speech-music separation. In 2020 IEEE International Conference on Electro Information Technology (EIT), 245–248. IEEE, 2020. doi:10.1109/EIT48999.2020.9208237.
Kaizhen Wei, Boyang Wang, and Jafar Saniie. Faster region convolutional neural networks applied to ultrasonic images for breast lesion detection and classification. In 2020 IEEE International Conference on Electro Information Technology (EIT), 171–174. IEEE, 2020. doi:10.1109/EIT48999.2020.9208264.
X. Zhang, B. Wang, and J. Saniie. Deep convolutional neural networks applied to ultrasonic images for material texture recognition. In 2020 IEEE International Ultrasonics Symposium (IUS), volume, 1–3. 2020. doi:10.1109/IUS46767.2020.9251734.