Irena's photo

Dr Irena Koprinska


Associate Professor
School of Information Technologies


Contact

School of Information Technologies
School of IT Building J12, room 450
University of Sydney
Sydney, NSW 2006, Australia

T: +61 2 9351 3764
F: +61 2 9351 3838
E: firstname.lastname@sydney.edu.au
W: www.it.usyd.edu.au/~irena


Other affiliations


Research interests


  • Data Mining, Machine Learning and Neural Networks, in particular methods for classification and prediction. This includes:
    • Data mining of biomedical and health data (e.g. EEG, sleep, breathing, cytometry and diet data, and medical records)
    • Data mining of energy time series data (e.g. electricity load prediction, solar and wind power forecasting)
    • Data mining of educational data (e.g. mining student logs, assessment data and student evaluation of teaching)
    • Text mining and sentiment analysis
    • Recommender systems, in particular people to people recommenders (e.g. matching people in online dating systems) and recommender systems in education

Honours projects


I will be offering Honours projects in Data Mining, Machine Learning, Medical Informatics and Recommender Systems. Please email me if you are interested.
Honours and TSP projects 2017