Browsing by Author "Smith, Tony C."
Co-authors for Tony C. Smith
Supervised by Tony C. Smith
Showing up to 5 theses - most recently added to Research Commons first.
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Domain-specific language models for multi-label classification of medical text
(The University of Waikato, 2022)Recent advancements in machine learning-based medical text multi-label classifications can be used to enhance the understanding of the human body and aid the need for patient care. This research considers predicting medical ... -
Cue word guided question generation with BERT model fine-tuned on natural question dataset
(The University of Waikato, 2020)This thesis aims to develop an efficient question generator for an automated tutoring system. Given a context passage with an answer, the question generator asks questions to help the reader learn new material. By utilizing ... -
Autoencoder-based techniques for improved classification in settings with high dimensional and small sized data
(The University of Waikato, 2020)Neural network models have been widely tested and analysed usinglarge sized high dimensional datasets. In real world application prob-lems, the available datasets are often limited in size due to reasonsrelated to the ... -
Characterisation of VapC in Mycobacterium smegmatis
(University of Waikato, 2016)Members of the VapC family of proteins cleave RNA at specific sites in order to regulate biological processes with a cell. Characterization of the sites targeted by a specific protein using conventional biochemical techniques ... -
Policy Search Based Relational Reinforcement Learning using the Cross-Entropy Method
(University of Waikato, 2013)Relational Reinforcement Learning (RRL) is a subfield of machine learning in which a learning agent seeks to maximise a numerical reward within an environment, represented as collections of objects and relations, by ...