• A survey of technologies and algorithms for parsing and indexing multimedia databases

      Damba, Augustine Kureva (Auckland University of Technology, 2008)
      A survey of technologies and algorithms for parsing and indexing multimedia databases. Conventional database systems are designed for managing textual and numerical data, and retrieving such data is often based on simple ...
    • Dynamic credit scoring using payment prediction

      Oetama, Raymond (Auckland University of Technology, 2008)
      Credit scoring is a common tool used by lenders in credit risk management. However, recent credit scoring methods are error-prone. Failures from credit scoring will significantly affect the next process, which is payment ...
    • Hybrid recommender system using association rules

      Cristache, Alex (Auckland University of Technology, 2009)
      Recommender systems are increasingly being used in today’s world. Collaborative filtering, together with association rules mining are probably the most widely used methods to implement recommender systems. In this dissertation ...
    • Map compression for a RFID-based two-dimensional indoor navigation system

      Tsai, Tsung-Chun (Auckland University of Technology, 2008)
      Radio frequency identification (RFID) tags can be used to identify a location and some can store a limited amount of data. They have been proposed as a method of storing a distributed map of an area, where a central map ...
    • Near closed frequent itemsets to accelerate the generation of association rules in a data stream environment

      Viriyarattanaporn, Nathaphong (Auckland University of Technology, 2010)
      The subject of this research is mining data stream. It is one of the most challenging and widely researched areas in Knowledge Discovery and Data Mining (KDD). A data stream is a continuous, voluminous, and unpredictable ...