• Efficient Chain Structure for High-Utility Sequential Pattern Mining 

      Lin, Jerry Chun-Wei; Li, Yuanfa; Fournier-Viger, Philippe; Djenouri, Youcef; Zhang, Ji (Peer reviewed; Journal article, 2020)
      High-utility sequential pattern mining (HUSPM) is an emerging topic in data mining, which considers both utility and sequence factors to derive the set of high-utility sequential patterns (HUSPs) from the quantitative ...
    • Scalable Mining of High-Utility Sequential Patterns With Three-Tier MapReduce Model 

      Lin, Jerry Chun-Wei; Djenouri, Youcef; Srivastava, Gautam; Li, Yuanfa; Yu, Philip S. (Peer reviewed; Journal article, 2021)
      High-utility sequential pattern mining (HUSPM) is a hot research topic in recent decades since it combines both sequential and utility properties to reveal more information and knowledge rather than the traditional frequent ...