Web Access Research Portal

Researcher: D'Este, CE (Dr Claire D'Este)

Fields of Research

Knowledge representation and reasoning
Intelligent robotics
Pollution and contamination
Pattern recognition
Fisheries management

Research Objectives

Expanding knowledge in the information and computing sciences
Expanding knowledge in the environmental sciences
Aquaculture crustaceans (excl. rock lobster and prawns)
Aquaculture molluscs (excl. oysters)
Information systems, technologies and services
Other information and communication services

Career Best Publications

Research Publications

A low-cost, long-life, drifting sensor for environmental monitoring of rivers and estuaries; 2012 Oceans MTS/IEEE
A robotic interface to a medication review expert system; International Symposium on Ubiquitous Multimedia Computing (UMC)
Adaptive robot interactions with incremental learning; Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP)
Avoiding marine vehicles with passive acoustics; Journal of Field Robotics
Dealing with missing sensor values in predicting shellfish farm closure; IEEE ISSNIP
Distributed feature selection with big sensor data; 2nd Workshop on Machine Learning for Sensory Data Analysis: MLSDA 2014
Ensemble aggregation methods for relocating models of rare events; Engineering Applications of Artificial Intelligence
Ensemble feature ranking for shellfish farm closure cause identification; First Workshop on Machine Learning for Sensory Data Analysis
Impute vs. Ignore: Missing values for prediction; 2013 International Joint Conference on Neural Networks (IJCNN)
On detecting and predicting harmful algal blooms in coastal information systems; 2012 Oceans - Yeosu
Robot sensor data interoperability and tasking with semantic technologies; 2014 IEEE International Instrumentation and Measurement Technology Conference
Shellfish farm closure prediction and cause identification using machine learning methods; Computers and Electronics in Agriculture
Similarity weighted ensembles for relocating models of rare events; International Workshop on Multiple Classifier Systems
Time-series prediction of shellfish farm closure: a comparison of alternatives; Information Processing in Agriculture

Research Projects

Research Candidate Supervision

Autonomic Mobile Sensing Nodes for Intelligent Data Collection within the Sensor Web