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Honours and Minor Thesis projects

Displaying 221 - 227 of 227 honours projects.

Primary supervisor: Mahdi Abolghasemi

Demand forecasting is the basis for a lot of managerial decisions in companies. During the last four decades, researchers and practitioners have developed numerous quantitative and qualitative demand forecasting models including statistical, machine learning, judgmental, and simulation methods.

Primary supervisor: Carsten Rudolph

Combating cybercrime and maintaining national security is a global challenge. In light of this the Cybersecurity Capacity Maturity Model for Nations (CMM) has been deployed in over 80 countries; the objective of the CMM is to understand and evaluate cybersecurity capacity within these national contexts in order to support the “well-being, human rights and prosperity”. The outcome of each deployment is a comprehensive report.

Primary supervisor: Xingliang Yuan

Graph neural networks (GNNs) are widely used in many applications. Their training graph data and the model itself are considered sensitive and face growing privacy threats.

Primary supervisor: Matthew Butler

Using digital technologies (such as 3D printing, soundscapes, beacon navigation), this project will explore the creation accessible cultural experiences for people who are blind or have low vision (BLV). Accessible materials and space design will be developed and evaluated to provide an evidenced-based framework for producing inclusive experiences with arts and culture, such as Art Galleries. Current partners include the Bendigo Art Gallery and Science Gallery Melbourne.

Primary supervisor: Joanne Evans

Within the faculty's Centre for Organisational and Community Informatics, the Archives and the Rights of the Child Research Program is investigating ways to re-imagine recordkeeping systems in support of responsive and accountable child-centred and family focused out-of-home care. Progressive child protection practice recognises the need, where possible, to support and strengthen parental engagement in the system in order to ensure the best interests of the child. 'No single strategy is of itself effective in protecting children.

Primary supervisor: Aldeida Aleti

The suitability of a search method for solving an optimisation problem instance depends on the structure of the fitness landscape of that instance. A fitness landscape in the context of combinatorial optimisation problems refers to the search space of possible solutions, the fitness function, and the neighbourhood operator.

Primary supervisor: Tim Dwyer

Networks are a useful way to model complex data and systems, from biology, to engineering, to social, economic and political structures.  Visualising such network-structured data can be a difficult challenge: when connectivity is high diagrammatic representations of the networks become very dense and tangled.  Immersive environments such as virtual and augmented reality offer a way to use the space around analysts to spread out the network to better show the connectivity.  This project will explore such immersive environments and natural interaction techniques to allow analysts to better…