NOTE: Your deposited thesis will only be processed when the Tuwhera Open Theses team comes back from Christmas and New Year break on January 6th, 2020. Have an awesome holiday.
Browsing Masters Theses by Thesis Supervisor "Kasabov, Nikola"
Now showing items 1-11 of 11
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A brain-computer interface based on a spiking neural network architecture – NeuCube and neuro-feedback
(Auckland University of Technology, 2015)In an average human brain, there are about 100 billion neurons connected by synapses that transmits electro-chemical signals to the different parts of the body. Brain Computer Interfacing (BCI) can be used to study and ... -
Comparative Analysis of Traditional Machine Learning Methods and Spiking Neural Networks for Spatio-temporal Data Mining
(Auckland University of Technology, 2016)A new framework in this study, which uses spiking neural networks for learning spectro-temporal and spatio-temporal data, is the NeuCube. The NeuCube is able to learn and classify and predict data, both in online and offline ... -
CuWITH: a curiosity driven robot for office environmental security
(Auckland University of Technology, 2009)The protection of assets is an important part of daily life. Currently this is done using a combination of passive security cameras and security officers actively patrolling the premises. However, security officers, being ... -
Detection of susceptibility to Multiple Sclerosis from Single Nucleotide Polymorphism data
(Auckland University of Technology, 2013)For many diseases that are genetically based, the date of onset is not predetermined or even predictable. To aid in assisting diagnosis of these diseases it is important to understand the person’s susceptibility to developing ... -
Evaluation and Improvement of Current Computational Tools for Metabolomics Data Analysis
(Auckland University of Technology, 2017) -
Feasibility analysis of using NeuCube 3D SNN environment for spatio-temporal EEG data classification related to perception of art
(Auckland University of Technology, 2014)This thesis is a feasibility study of using a Spiking Neural Network (SNN) architecture named NeuCube for the classification of electroencephalography (EEG) data related to the perception of art. We have performed ... -
A framework for the integration of the Emotiv EEG System into the NeuCube spiking neural network environment for robotics control
(Auckland University of Technology, 2014)As BCI has been widely studied in recent years, lots of BCI applications have been de-veloped. In this thesis, to implement BCI into individual devices is simulated by con-trolling a robot. Before discussing the experiment, ... -
A fuzzy ontology approach to coding clinical notes: a web-based system
(Auckland University of Technology, 2014)In clinical research, knowledge and data are often recorded in free-text format which is difficult to access reliably because the variety of expression is vast. The most comprehensive clinical vocabulary currently available ... -
Geometric correlation extraction method for intelligent finance data analysis
(Auckland University of Technology, 2012)Trend forecasting could be one of the most challenging things in stock market analysis, as the data associated with stock is the time series data characterized in high intensity, noise, uncertainty, etc. In addition, beyond ... -
Integrated feature, neighbourhood, and model optimization for personalised modelling and knowledge discovery
(Auckland University of Technology, 2009)“Machine learning is the process of discovering and interpreting meaningful information, such as new correlations, patterns and trends by sifting through large amounts of data stored in repositories, using pattern recognition ... -
Integrative methods for gene data analysis and knowledge discovery on the case study of KEDRI’s brain gene ontology
(Auckland University of Technology, 2008)In 2003, Pomeroy et al. published a research study that described a gene expression based prediction of central nervous system embryonal tumour (CNS) outcome. Over a half of decade, many models and approaches have been ...