Browsing by Author "Kibriya, Ashraf Masood"

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  • An Empirical Comparison of Exact Nearest Neighbour Algorithms

    Frank, Eibe; Kibriya, Ashraf Masood (Springer, 2007)
    Bagging is an ensemble learning method that has proved to be a useful tool in the arsenal of machine learning practitioners. Commonly applied in conjunction with decision tree learners to build an ensemble of decision ...

  • Fast Algorithms for Nearest Neighbour Search

    Kibriya, Ashraf Masood (The University of Waikato, 2007)
    The nearest neighbour problem is of practical significance in a number of fields. Often we are interested in finding an object near to a given query object. The problem is old, and a large number of solutions have been ...

  • Multinomial naive Bayes for text categorization revisited

    Kibriya, Ashraf Masood; Frank, Eibe; Pfahringer, Bernhard; Holmes, Geoffrey (Springer, 2005)
    This paper presents empirical results for several versions of the multinomial naive Bayes classifier on four text categorization problems, and a way of improving it using locally weighted learning. More specifically, it ...

Co-authors for Ashraf Masood Kibriya

Ashraf Masood Kibriya has 3 co-authors in Research Commons.