Now showing items 1-2 of 2

    • Modeling interestingness of streaming association rules as a benefit-maximizing classification problem 

      Aydın, T.; Güvenir, H. A. (Elsevier BV, 2009)
      In a typical application of association rule learning from market basket data, a set of transactions for a fixed period of time is used as input to rule learning algorithms. For example, the well-known Apriori algorithm ...
    • Towards heuristic algorithmic memory 

      Özkural, Eray (Springer, Berlin, Heidelberg, 2011)
      We propose a long-term memory design for artificial general intelligence based on Solomonoff's incremental machine learning methods. We introduce four synergistic update algorithms that use a Stochastic Context-Free Grammar ...