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Dr

Kasun Bandara

Research Fellow In Data Science
Computing and Information Systems
Machine Learning
Time series Forecasting
Neural Networks
Deep Learning
Model Explainability
technology
science & technology
computer science
computer science, artificial intelligence
Kasun Bandara's Profile Picture
Dr

Kasun Bandara

 
Division
Engineering and IT
 
Primary Interest
Time series Forecasting
Kasun Bandara's Profile Picture
Dr

Kasun Bandara

 
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Kasun Bandara's  Short Profile
 
 
Full Name
Kasun Bandara

Scholarly Works

Displaying the 5 most recent scholarly works by Kasun Bandara.

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Recurrent Neural Networks for Time Series Forecasting: Current status and future directions

Hansika Hewamalage, Christoph Bergmeir, Kasun Bandara

Journal article  |  2021  |  International Journal of Forecasting

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Towards Accurate Predictions and Causal ‘What-if’ Analyses for Planning and Policy-making: A Case Study in Emergency Medical Services Demand

Kasun Bandara, Christoph Bergmeir, Sam Campbell, Deborah Scott, Dan Lubman

Conference Proceedings  |  2020  |  2020 International Joint Conference on Neural Networks (IJCNN)

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LSTM-MSNet: Leveraging Forecasts on Sets of Related Time Series With Multiple Seasonal Patterns.

Kasun Bandara, Christoph Bergmeir, Hansika Hewamalage

Journal article  |  2020  |  IEEE Transactions on Neural Networks and Learning Systems

Generating forecasts for time series with multiple seasonal cycles is an important use case for many industries nowadays. Accounti..

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Forecasting across time series databases using recurrent neural networks on groups of similar series: A clustering approach

Kasun Bandara, Christoph Bergmeir, Slawek Smyl

Journal article  |  2020  |  Expert Systems with Applications

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Towards Optimising Wi-Fi Energy Consumption in Mobile Phones: A Data Driven Approach

HMKG Bandara, HA Caldera

Conference Proceedings  |  2015  |  2015 FIFTEENTH INTERNATIONAL CONFERENCE ON ADVANCES IN ICT FOR EMERGING REGIONS (ICTER)

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Scholarly Works

Honours, Awards and Fellowships

2020

International Symposium of Forecasting (ISF) Student Travel Grant

International Institute of Forecasters
2020

IEEE WCCI 2020 Conference Registration Grant

IEEE Computational Intelligence Society
2016

Monash Institute of Medical Engineering (MIME) Scholarship

Monash Institute of Medical Engineering
2016

International Postgraduate Research (FITIPRS) Scholarship

Monash University

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Awards

Credentials

Positions

Research Fellow In Data Science

Computing and Information Systems

Education

Doctor of Philosophy

Monash University

Bachelors in Computer Science

University of Colombo

Links

International Linkages

Turning Point Alcohol and Drug Centre

Australia

Monash University

Australia