Qifeng Xu's research while affiliated with Fuzhou University and other places

Publications (3)

Article
Full-text available
Human and organizational factors (HOFs) play an important role in electric misoperation accidents (EMAs), but research into the reliability of human factors is still in its infancy in the field of EMAs, and further investment in research is urgently required. To analyze the HOFs in EMAs, a hybrid method including the Human Factors Analysis and Clas...
Article
Inspired by the powerful feature extraction and the data reconstruction ability of autoencoder, a stacked sparse denoising autoencoder is developed for electricity theft detection in this paper. The technical route is to employ the electricity data from honest users as the training samples, and the autoencoder can learn the effective features from...

Citations

... Representations are therefore the key feature of this type of learning models. Many popular tools such as long-short term memory (LSTM) [32,33], Convolutional Neural Networks (CNNs) [34,35], Deep Belief Networks (DBNs) [36,37], and AutoEncoders (AEs) [33,38,39], are widely investigated for different types of threats in variety of cyberphysical systems. ...