Wenfeng Wang

Multi-Scale Deep Neural Network for Mitosis Detection in Breast Cancer Histological Images

2017 · Preprints.org

Accurate assessment of the breast cancer deterioration degree plays a crucial role in making medical plan, and the important basis for degree assessment is the number of mitoses in a given area of the pathological …

Modulation classification based on denoising autoencoder and convolutional neural network with GNU radio

2019 · The Journal of Engineering

In this article, a machine learning method to classify signal with Gaussian noise based on denoising auto encoder (DAE) and convolutional neural network (CNN) is proposed. We combine denoising autoencoder's denoising ability with CNN's feature …

Recommendation model based on intention decomposition and heterogeneous information fusion

2023 · Mathematical Biosciences & Engineering

In order to solve the problem of timeliness of user and item interaction intention and the noise caused by heterogeneous information fusion, a recommendation model based on intention decomposition and heterogeneous information fusion (IDHIF) is …