Browsing HVL Open by Author "Li, Zhongcui"
Now showing items 1-4 of 4
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Analytics of high average-utility patterns in the industrial internet of things
Wu, Jimmy Ming-Tai; Li, Zhongcui; Srivastava, Gautam; Yun, Unil; Lin, Jerry Chun-Wei (Peer reviewed; Journal article, 2021)Recently, revealing more valuable information except for quantity value for a database is an essential research field. High utility itemset mining (HAUIM) was suggested to reveal useful patterns by average-utility measure ... -
A graph-based CNN-LSTM stock price prediction algorithm with leading indicators
Wu, Jimmy Ming-Tai; Li, Zhongcui; Herencsar, Norbert; Vo, Bay; Lin, Jerry Chun-Wei (Peer reviewed; Journal article, 2021)In today’s society, investment wealth management has become a mainstream of the contemporary era. Investment wealth management refers to the use of funds by investors to arrange funds reasonably, for example, savings, bank ... -
The density-based clustering method for privacy-preserving data mining
Wu, Jimmy Ming-Tai; Lin, Chun Wei; Fournier-Viger, Philippe; Djenouri, Youcef; Chen, Chun-Hao; Li, Zhongcui (Journal article; Peer reviewed, 2019)Privacy-preserving data mining has become an interesting and emerging issue in recent years since it can, not only hide the sensitive information but still mine the meaningful knowledge at the same time. Since privacy-preserving ... -
A Tool based on ML-driven Graphical Model for Stock Price Prediction by Leading Indicators
Wu, Jimmy Ming-Tai; Li, Zhongcui; Srivastava, Gautam; Lin, Jerry Chun-Wei (Peer reviewed; Journal article, 2021)Stock prediction has become an emerging issue in recent decades and many studies have incorporated it with social systems to provide a better accuracy for the prediction results. Machine learning (ML) model is widely studied ...