Browsing by Supervisor "60647"
Now showing items 1-9 of 9
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Analysis of the metrics that influence the performance of SOAP/XML message routing in ESB Applications
(2020)RESEARCH QUESTION: What are the key performance metrics that influence the performance of SOAP/XML message routing tasks in ESB Applications?\ TASKS: Finding ESB performance evaluation set up and method from existing ... -
Automatic assessment of dysarthric severity level using audio-video cross-modal approach in deep learning
(2020)Dysarthria is a speech disorder disease that can have a significant impact on a person's daily life. Early detection of the disease can put the patient into therapy sessions more quickly. Researchers have established various ... -
A cluster based collaborative filtering method for improving the performance of recommender systems in ecommerce
(2017-07)Rapid growth of E-commerce has made a huge number of products and services accessible to the users. The vast variety of options makes it difficult for the users to finalize their decisions. Recommender systems aim at ... -
Deep correlation learning for urban air quality: Analysis and prediction in New Zealand
(2021)RESEARCH QUESTIONS: • RQ1: Can we relate all the variables involved in air-quality monitoring to establish which ones have dependencies on the others? • RQ2: Can we further model this inter-relationship and automate ... -
A framework for analysis and comparison of deepfakes detection methods
(2021)With the rise of AI (Artificial Intelligence), people can already utilise Deepfakes technology to generate fake pictures and videos increasingly. Similar to all technologies, while bringing benefits, this technology also ... -
Intelligent beehive status monitoring in noisy environment
(2020)Artificial neural network (ANN) based bee-hive monitoring algorithm does not perform very efficiently in noisy environments. Although an ANN based bee-hive monitoring algorithm using audio signals of a beehive could perform ... -
Modelling wear patterns on footwear outsoles
(2019)ABSTRACT: The outsoles of footwear develop nicks, cuts, and tears via repeated exposure to the abrasive forces that occur between the outsole and the ground. These abrasions result in the formation of characteristics ... -
New Zealand Stock Market prediction using sentiment analysis
(2022)In this research, I addressed this gap and tried to focus on the New Zealand Stock Exchange (NZX). For the proposed model, I used the financial news only, for the SA and for the stock data I took five of the biggest New ... -
Visualising vein pattern based on sparse auto-encoder algorithm
(2020)RESEARCH QUESTIONS: Q1: How is it possible to apply deep learning algorithms such as Autoencoder (AE) instead of current simple neural networks with limited capabilities for uncovering vein pattern? Q2: Can deep learning ...
