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Browsing by Author "Anderson, Grant"

Research Commons

Browsing by Author "Anderson, Grant"

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  • Clustering Relational Data Based on Randomized Propositionalization 
    Anderson, Grant; Pfahringer, Bernhard (Springer, Berlin, 2008)
    Clustering of relational data has so far received a lot less attention than classification of such data. In this paper we investigate a simple approach based on randomized propositionalization, which allows for applying ...
  • Exploiting propositionalization based on random relational rules for semi-supervised learning 
    Pfahringer, Bernhard; Anderson, Grant (Springer, Berlin, 2008)
    In this paper we investigate an approach to semi-supervised learning based on randomized propositionalization, which allows for applying standard propositional classification algorithms like support vector machines to ...
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    Idioms for µ-charts 
    Anderson, Grant; Reeve, Greg; Reeves, Steve (2001)
    This paper presents an idiomatic construct for µ-charts which reflects the high-level specification construct of synchronization between activities. This, amongst others, has emerged as a common and useful idea during our ...
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    Random Relational Rules 
    Anderson, Grant (The University of Waikato, 2008)
    In the field of machine learning, methods for learning from single-table data have received much more attention than those for learning from multi-table, or relational data, which are generally more computationally complex. ...
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    Random Relational Rules 
    Pfahringer, Bernhard; Anderson, Grant (2006)
    Exhaustive search in relational learning is generally infeasible, therefore some form of heuristic search is usually employed, such as in FOIL[1]. On the other hand, so-called stochastic discrimination provides a framework ...

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Grant Anderson has 3 co-authors in Research Commons.

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