Blar i HVL Open på forfatter "Sun, Lingyun"
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A ML-Based Stock Trading Model for Profit Predication
Wu, Jimmy Ming-Tai; Sun, Lingyun; Srivastava, Gautam; Lin, Jerry Chun-Wei (Chapter, 2021)This paper uses a new convolutional neural network framework to collect data on leading indicators including historical prices and their futures and options, and use arrays as the input map of the CNN framework for stock ... -
A novel synergetic LSTM-GA stock trading suggestion system in Internet of Things
Wu, Jimmy Ming-Tai; Sun, Lingyun; Srivastava, Gautam; Lin, Jerry Chun-Wei (Peer reviewed; Journal article, 2021)The Internet of Things (IoT) play an important role in the financial sector in recent decades since several stock prediction models can be performed accurately according to IoT-based services. In real-time applications, ... -
A Stock Trading Expert System Established by the CNN-GA-Based Collaborative System
Wu, Jimmy Ming-Tai; Sun, Lingyun; Srivastava, Gautam; Díaz, Vicente García; Lin, Jerry Chun-Wei (Peer reviewed; Journal article, 2022)This article uses a new convolutional neural network framework, which has good performance for time series feature extraction and stock price prediction. This method is called the stock sequence array convolutional neural ...