Research Commons

Browsing Computing and Mathematical Sciences Papers by Title

Research Commons

Browsing Computing and Mathematical Sciences Papers by Title

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  • Frank, Eibe; Trigg, Leonard E.; Holmes, Geoffrey; Witten, Ian H. (University of Waikato, Department of Computer Science., 1998)
    Despite its simplicity, the naïve Bayes learning scheme performs well on most classification tasks, and is often significantly more accurate than more sophisticated methods. Although the probability estimates that it ...
  • Frank, Eibe; Bouckaert, Remco R. (Springer, Berlin, 2006)
    Multinomial naive Bayes (MNB) is a popular method for document classification due to its computational efficiency and relatively good predictive performance. It has recently been established that predictive performance can ...
  • Rogers, Bill; Cunningham, Sally Jo; Holmes, Geoffrey (1994)
    An interface is described for graphically navigating a large collection of documents, as in a library. Its design is based on the metaphor of traversing a landscape. Documents are depicted as buildings, clustered to form ...
  • Jones, Matt; Bradley, Gareth; Jones, Steve; Holmes, Geoffrey (2006)
    Digital mobile music devices are phenomenally popular. The devices are becoming increasingly powerful with sophisticated interaction controls, powerful processors, vast onboard storage and network connectivity. While there ...
  • Cavenagh, Nicholas J.; Stones, Douglas S. (2011)
    We define a near-automorphism α of a Latin square L to be an isomorphism such that L and αL differ only within a 2 × 2 subsquare. We prove that for all n≥2 except n∈{3, 4}, there exists a Latin square which exhibits a ...
  • Sonnenburg, Soren; Braun, Mikio L.; Ong, Cheng Soon; Bengio, Samy; Bottou, Leon; Holmes, Geoffrey; LeCunn, Yann; Muller, Klaus-Robert; Pereira, Fernando; Rasmussen, Carl Edward; Ratsch, Gunnar; Scholkopf, Bernhard; Smola, Alexander; Vincent, Pascal; Weston, Jason; Williamson, Robert C. (2007)
    Open source tools have recently reached a level of maturity which makes them suitable for building large-scale real-world systems. At the same time, the field of machine learning has developed a large body of powerful ...
  • Bifet, Albert; Holmes, Geoffrey; Pfahringer, Bernhard; Kirkby, Richard Brendon; Gavalda, Ricard (ACM, 2009)
    Advanced analysis of data streams is quickly becoming a key area of data mining research as the number of applications demanding such processing increases. Online mining when such data streams evolve over time, that is ...
  • Henson, Martin C.; Reeves, Steve (University of Waikato, Department of Computer Science, 1998)
    We provide a constructive and intensional interpretation for the specification language Z in a theory of operations and kinds T. The motivation is to facilitate the development of an integrated approach to program construction. ...
  • Buchanan, George; Bainbridge, David; Don, Katherine J.; Witten, Ian H. (ACM, 2005)
    This paper introduces a new framework for building digital library collections and contrasts it with existing systems. It describes a significant new step in the development of a widely-used open-source digital library ...
  • Pfahringer, Bernhard; Holmes, Geoffrey; Kirkby, Richard Brendon (Springer, 2007)
    Hoeffding trees are state-of-the-art for processing high-speed data streams. Their ingenuity stems from updating sufficient statistics, only addressing growth when decisions can be made that are guaranteed to be almost ...
  • Witten, Ian H.; Cunningham, Sally Jo; Vallabh, Mahendra; Bell, Timothy C. (University of Waikato, Department of Computer Science, 1995)
    A large amount of computing literature has become available over the Internet, as university departments and research institutions have made their technical reports, preprints, and theses available electronically. Access ...
  • Keegan, Te Taka Adrian Gregory; Cunningham, Sally Jo; Apperley, Mark (1999)
    This paper describes the building of a digital library collection of historic newspapers. The newspapers (Niupepa in Maori), which were published in New Zealand during the period 1842 to 1933, form a unique historical ...
  • Apperley, Mark; Cunningham, Sally Jo; Keegan, Te Taka Adrian Gregory; Witten, Ian H. (2001)
    Niupepa is a collection of 42 newspaper titles published in New Zealand from 1842-1933, comprising a total of 21,000 pages in 1,750 issues. This collection forms a unique historical record of the language of the indigenous ...
  • McGregor, Anthony James; Braun, Hans-Werner; Brown, Jeff (IEEE Computer Society, 2000)
    The National Laboratory for Applied Network Research is creating a network analysis infrastructure to support network research and engineering of high performance research networks. The NAI includes a passive monitoring ...
  • Rogers, Bill; Treweek, Phillip; Cunningham, Sally Jo (1996)
    The development of complex Information Systems requires the use of many Information Systems engineering tools. These diverse tools need to be integrated in order to be effectively used by multiple cooperating developers. ...
  • Ouedraogo, L.; Kumar, R.; Malik, Robi; Akesson, Knut (IEEE, 2011)
    Extended Finite Automata (EFA), i.e., finite automata extended with variables, are a suitable modeling framework for discrete event systems owing to their compactness, resulting from the use of variables. In this paper, ...
  • Kalnins, Ernie G.; Kress, Jonathan M.; Miller, W., Jr. (American Institute of Physics, 2007)
    A classical (or quantum) second order superintegrable system is an integrable n-dimensional Hamiltonian system with potential that admits 2n−1 functionally independent second order constants of the motion polynomial in the ...
  • Zhou, Ye; Oughton, Sean (American Institute of Physics, 2011)
    Magnetohydrodynamic (MHD) systems can be strongly nonlinear (turbulent) when their kinetic and magnetic Reynolds numbers are high, as is the case in many astrophysical and space plasma flows. Unfortunately these high ...
  • Apperley, Mark; Gianoutsos, Simon; Grundy, John C.; Paynter, Gordon W.; Reeves, Steve; Venable, John R. (1996)
    Computer Supported Co-operative Work (CSCW) systems are complex, yet no computer-based tools of any sophistication exist to support their development. Since several people often need to work together on the same project ...

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