cgalea
Charles Galea
Recently Published
Forecasting Arctic Sea Ice
Generated Harmonic-Trend and SARIMA models to forecast Arctic Sea Ice.
Data Pre-processing - Melbourne Datathon 2018
Prepared data for training random forest and kNN classifiers for predicting passenger congestion on the Melbourne public transport system.
Machine Learning - Melbourne Datathon 2018
Development of RandomForest and kNN classifier machine learning algorithms for predicting passenger congestion within the Melbourne metropolitan public transport system.
Global Household Debt and Savings
Comparison of Australian household debt and savings to that of other countries.
Global Rates of Female and Males Cancers
We have compared the rates of cancers for men and women in different countries.
Cervical Cancer Prediction
Prediction of the likelihood of having Cervical Cancer using several machine learning algorithms.
Prediction of Heart Disease (Phase1: Data pre-processing)
Data collected from a cohort of heart disease patients from hospitals in several different were processed before being used to train several machine learning classifiers.
Prediction of Heart Disease (Phase2: Classifier Prediction)
Data collected from a cohort of heart disease patients from hospitals in several different were processed before being used to train several machine learning classifiers.
Climate Change (Statistical Analysis)
Climate Change presents a major global challenge for future generations. This report presents a statistical analysis of carbon dioxide, sea level, ambient and sea temperatures for Australia over the past 100 years.