MDMC Recent Consultancies

• Victorian Auditor-General's Office.
• Yarra Trams (1999). Assessing the bias and variance in patronage estimation procedures.
• National Australia Bank (1999). Use of Bayesian networks for risk management in international operations.
• Bureau of Meteorology (2000). A pilot study using Bayesian nets and CaMML for weather forecasting.
• "Marketing to Individuals using Data Mining", research project sponsored by Coles-Myer
• "Data Mining in the Insurance Industry", Ph.D research project sponsored by AAMI
• "Increasing Wagering Turnover Through Data Mining", research project sponsored by TAB Limited
• "The Transition from Data Warehousing to Data Mining", Masters research project sponsored by FITR’99 funding
• "Rule Extraction from Trained Neural Networks", Masters research project sponsored by FITR’99 funding
• "Neural Networks for Market Basket Analysis", Masters research project
• "Data Mining for Customer Relationship Management", Masters research project sponsored by FITR’99 funding
• "Web Usage Mining using Neural Networks", Masters research project sponsored by FITR’99 funding
• "Data Visualisation Techniques and their Role in Data Mining", Masters research project
• "Evolutionary rule generation for credit scoring", PhD research project
• "Improved decision trees for data mining", PhD research project
• "Data Mining in the Pharmaceutical Industry", Masters research project sponsored by Power of Ten and Health Insurance Commission
• "Data Mining the Malaria Genome", research project in collaboration with Faculty of Medicine, sponsored by Monash University Research Fund.
• "Neural network modelling of water-related gastroenteritis outbreaks", PhD research project in collaboration with Faculty of Medicine
• "Data Mining with Self Generating Neural Networks", PhD research project
• "Development of Intelligent OLAP Tools", research project
• "Mining Stock Market Data", research project
• "Data Mining by Structure Adapting Neural Networks", research project
• "Rule Discovery with Neural Networks in Different Concept Levels", research project
• "Cash flow forecasting using neural networks", research project in collaboration with AXA Australia
• "Neural Networks for market response modelling", PhD research project
• "Advertising effectiveness modelling", research project
• "Temporal effects in direct marketing response", Masters research project

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