• Dynamic maintenance model for high average-utility pattern mining with deletion operation 

      Wu, Jimmy Ming-Tai; Teng, Qian; Tayeb, Shahab; Lin, Jerry Chun-Wei (Peer reviewed; Journal article, 2021)
      The high average-utility itemset mining (HAUIM) was established to provide a fair measure instead of genetic high-utility itemset mining (HUIM) for revealing the satisfied and interesting patterns. In practical applications, ...
    • The Efficient Mining of Skyline Patterns from a Volunteer Computing Network 

      Wu, Jimmy Ming-Tai; Teng, Qian; Srivastava, Gautam; Pirouz, Matin; Lin, Jerry Chun-Wei (Peer reviewed; Journal article, 2021)
      In the ever-growing world, the concepts of High-utility Itemset Mining (HUIM) as well as Frequent Itemset Mining (FIM) are fundamental works in knowledge discovery. Several algorithms have been designed successfully. ...
    • Incrementally Updating the Discovered High Average-Utility Patterns With the Pre-Large Concept 

      Wu, Jimmy Ming-Tai; Teng, Qian; Lin, Jerry Chun-Wei; Cheng, Chien-Fu (Journal article; Peer reviewed, 2020)
      High average-utility itemset mining (HAUIM) is an extension of high-utility itemset mining (HUIM), which provides a reliable measure to reveal utility patterns by considering the length of the mined pattern. Some research ...