• Adaptive knowledge discovery techniques for data mining 

    Zhou, Qing Qing
    The ease of collection and the increasing availability of large data stores has led to demands for improved methods for analyzing these data and deriving significant knowledge that maybe latent in these data stores. In ...
  • A membership function selection method for fuzzy neural networks 

    Zhou, Qing Qing; Purvis, Martin; Kasabov, Nikola
    Fuzzy neural networks provide for the extraction of fuzzy rules from artificial neural network architectures. In this paper we describe a general method, based on statistical analysis of the training data, for the selection ...
  • Neuro-fuzzy methods for environmental modelling 

    Purvis, Martin; Kasabov, Nikola; Benwell, George L; Zhou, Qing Qing; Zhang, Feng
    This paper describes combined approaches of data preparation, neural network analysis, and fuzzy inferencing techniques (which we collectively call neuro-fuzzy engineering) to the problem of environmental modelling. The ...