Browsing by Author "Holmes, Geoffrey"
Co-authors for Geoffrey Holmes
Supervised by Geoffrey Holmes
Showing up to 5 theses - most recently added to Research Commons first.
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Regression modelling of spectroscopic data using lazy learning and deep neural networks
(The University of Waikato, 2022)Neural networks show promise in modelling infrared (IR) spectroscopic data, but many of the proposed solutions in the literature are either Multilayer Perceptrons with a single hidden layer or are adapted from successful ... -
A new approach to fitting linear models in high dimensional spaces
(The University of Waikato, 2000)This thesis presents a new approach to fitting linear models, called “pace regression”, which also overcomes the dimensionality determination problem. Its optimality in minimizing the expected prediction loss is theoretically ... -
N-gram models of agreement in language
(The University of Waikato, 2000)Conventional n-gram language models are well-established as powerful yet simple mechanisms for characterising language structure when low data complexity is the primary objective. Much of their predictive power can be ... -
Speech analysis and synthesis using an auditory model
(The University of Waikato, 2000)Many traditional speech analysis/synthesis techniques are designed to produce speech with a spectrum that is as close as possible to the original. This may not be necessary because the auditory nerve is the only link from ... -
High-throughput machine learning algorithms
(The University of Waikato, 2021)The field of machine learning has become strongly compute driven, such that emerging research and applications require larger amounts of specialised hardware or smarter algorithms to advance beyond the state-of-the-art. ...