Browsing Masters Theses by Thesis Supervisor "Narayanan, Ajit"
Now showing items 1-10 of 10
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The Caravan Trader Problem (CTP) and a Tournament-based Lamarckian Genetic Algorithm Solution
(Auckland University of Technology, 2019)This research introduces the Caravan Trading Problem (CTP) which is a routing problem with an additional economic model, and attempts to optimize two different objectives, namely profit and distance, using Genetic Algorithm ... -
Deep Transfer Learning for Intelligent Autonomous Vehicles
(Auckland University of Technology, 2020)Autonomous driving has become a very interesting research problem for the deep learning domain. While Intelligent Autonomous Vehicles (IAVs) have developed significantly over the last 10 years, there are still unresolved ... -
Ensemble Classifier Modelling for Dealing with Missing Values
(Auckland University of Technology, 2020)An ensemble classifier method for life critical data classification is considered one of the most capable classifiers where data suffers from missing values. The execution of a decision tree classifier can be expanded by ... -
Epidemiological cellular automata: a case study involving AIDS
(Auckland University of Technology, 2013)The spread of disease is a major health concern in many parts of the world. In the absence of vaccines and treatments, the only method to stop the spread of disease is to control population movements. Human mobility is ... -
Locating and extracting digital evidence from hosted virtual desktop infrastructures: cloud context
(Auckland University of Technology, 2012)The development of virtualization started in 1960, when VMware introduced partitioning of large mainframes for better hardware utilization. (Virtualization History, 2010) Since then virtualization has matured and been ... -
Malware motif identification using Bio-inspired Data Mining
(Auckland University of Technology, 2013)The application of data mining techniques into biological data is well established. The aim of this thesis is to explore the effects of giving amino acid representation to problematic machine learning data and to evaluate ... -
Mobile Cloud Computing: implications to smartphone forensic procedures and methodologies
(Auckland University of Technology, 2011)There is a growing understanding of how to conduct digital forensic analysis on mobile devices. However, there is little understanding of how to apply digital forensic methodologies in Cloud computing, and even less ... -
Shoe Print Identification From Images With Convolutional Neural Network
(Auckland University of Technology, 2019)Shoe print identification/classification technology is a great significance in crime scene investigation. Traditional shoe print identification and classification technology relied on the experience of investigators. More ... -
Towards an Automated Digital Data Forensic Model with specific reference to Investigation Processes
(Auckland University of Technology, 2010)Digital Data Forensics is constantly under scrutiny to standardize processes. Previous researchers moved between various frameworks without presenting a firm platform or solution, addressing standardization. Only a few ... -
A virtual keyboard implementation based on finger recognition
(Auckland University of Technology, 2016)A keyboard requires a great deal of resources and is restricted by its physical features. Additionally, discarded keyboards also inevitably contribute to environmental pollution. Consequently, the touch screen is designed ...