Claire D'Este

Publication Activity (10 Years)

Years Active: 2003-2015
Publications (10 Years): 2

Top Topics

Bayesian Framework

Machine Learning Methods

Top Venues

Comput. Electron. Agric.

J. Field Robotics

Publications

Ashfaqur Rahman, Claire D'Este
Shellfish farm closure prediction and cause identification using machine learning methods. Comput. Electron. Agric. 110 (2015)
Claire D'Este, Brett Seton, John McCulloch, Daniel V. Smith, Chris Sharman
Avoiding Marine Vehicles with Passive Acoustics. J. Field Robotics 32 (1) (2015)
Ashfaqur Rahman, Qianyu Zhang, Claire D'Este
A Multiple Classifier System for Predicting with missing Sensor Values. Adv. Data Sci. Adapt. Anal. 6 (2-3) (2014)
Claire D'Este, Ahsan Morshed, Ritaban Dutta
Robot sensor data interoperability and tasking with semantic technologies. I2MTC (2014)
Greg Bishop-Hurley, Dave Henry, Daniel V. Smith, Ritaban Dutta, James Hills, Richard Rawnsley, Andrew D. Hellicar, Greg P. Timms, Ahsan Morshed, Ashfaqur Rahman, Claire D'Este, Yanfeng Shu
An investigation of cow feeding behavior using motion sensors. I2MTC (2014)
Claire D'Este, Chris Sharman, Ashfaqur Rahman
Distributed Feature Selection with Big Sensor Data. MLSDA@PRICAI (2014)
Ritaban Dutta, Ahsan Morshed, Jagannath Aryal, Claire D'Este, Aruneema Das
Development of an intelligent environmental knowledge system for sustainable agricultural decision support. Environ. Model. Softw. 52 (2014)
Claire D'Este, Greg P. Timms, Alison Turnbull, Ashfaqur Rahman
Ensemble aggregation methods for relocating models of rare events. Eng. Appl. Artif. Intell. 34 (2014)
Claire D'Este, Ashfaqur Rahman
Similarity Weighted Ensembles for Relocating Models of Rare Events. MCS (2013)
Qianyu Zhang, Ashfaqur Rahman, Claire D'Este
Impute vs. Ignore: Missing values for prediction. IJCNN (2013)
Ashfaqur Rahman, Claire D'Este, Greg P. Timms
Dealing with missing sensor values in predicting shellfish farm closure. ISSNIP (2013)
Ashfaqur Rahman, Claire D'Este, John McCulloch
Ensemble Feature Ranking for Shellfish Farm Closure Cause Identification. MLSDA@AUS-AI (2013)
Claire D'Este, Ashfaqur Rahman, Alison Turnbull
Predicting Shellfish Farm Closures with Class Balancing Methods. Australasian Conference on Artificial Intelligence (2012)
Claire D'Este, Paulo A. de Souza, Chris Sharman, Simon Allen
Relocatable, Automated Cost-Benefit Analysis for Marine Sensor Network Design. Sensors 12 (3) (2012)
Daniel V. Smith, Greg P. Timms, Paulo A. de Souza, Claire D'Este
A Bayesian Framework for the Automated Online Assessment of Sensor Data Quality. Sensors 12 (7) (2012)
Claire D'Este, Claude Sammut
Learning and generalising semantic knowledge from object scenes. Robotics Auton. Syst. 56 (11) (2008)
Claire D'Este, Mark O'Sullivan, Nicholas Hannah
Behavioural Cloning and Robot Control. Robotics and Applications (2003)