• Fuzzy high-utility pattern mining in parallel and distributed Hadoop framework 

      Wu, Jimmy Ming-Tai; Srivastava, Gautam; Wei, Min; Yun, Unil; Lin, Jerry Chun-Wei (Peer reviewed; Journal article, 2021)
      Over the past decade, high-utility itemset mining (HUIM) has received widespread attention that can emphasize more critical information than was previously possible using frequent itemset mining (FIM). Unfortunately, HUIM ...
    • Linguistic frequent pattern mining using a compressed structure 

      Lin, Jerry Chun-Wei; Ahmed, Usman; Srivastava, Gautam; Wu, Jimmy Ming-Tai; Hong, Tzung-Pei; Djenouri, Youcef (Peer reviewed; Journal article, 2021)
      Traditional association-rule mining (ARM) considers only the frequency of items in a binary database, which provides insufficient knowledge for making efficient decisions and strategies. The mining of useful information ...