Joel Janek Dabrowski
Joel Janek Dabrowski
CSIRO
Verified email at data61.csiro.au - Homepage
Title
Cited by
Cited by
Year
Maritime piracy situation modelling with dynamic Bayesian networks
JJ Dabrowski, JP De Villiers
Information fusion 23, 116-130, 2015
432015
Systemic banking crisis early warning systems using dynamic Bayesian networks
JJ Dabrowski, C Beyers, JP de Villiers
Expert systems with applications 62, 225-242, 2016
392016
State space models for forecasting water quality variables: an application in aquaculture prawn farming
JJ Dabrowski, A Rahman, A George, S Arnold, J McCulloch
Proceedings of the 24th ACM SIGKDD International Conference on Knowledgeá…, 2018
152018
A unified model for context-based behavioural modelling and classification
JJ Dabrowski, JP De Villiers
Expert Systems with Applications 42 (19), 6738-6757, 2015
142015
Prediction of dissolved oxygen from pH and water temperature in aquaculture prawn ponds
JJ Dabrowski, A Rahman, A George
Proceedings of the Australasian joint conference on artificial intelligenceá…, 2018
62018
Na´ve Bayes switching linear dynamical system: A model for dynamic system modelling, classification, and information fusion
JJ Dabrowski, JP de Villiers, C Beyers
Information Fusion 42, 75-101, 2018
62018
Context-based behaviour modelling and classification of marine vessels in an abalone poaching situation
JJ Dabrowski, JP de Villiers, C Beyers
Engineering Applications of Artificial Intelligence 64, 95-111, 2017
62017
Dissolved oxygen prediction in prawn ponds from a group of one step predictors
A Rahman, J Dabrowski, J McCulloch
Information Processing in Agriculture 7 (2), 307-317, 2020
52020
ForecastNet: A Time-Variant Deep Feed-Forward Neural Network Architecture for Multi-step-Ahead Time-Series Forecasting
JJ Dabrowski, YF Zhang, A Rahman
International Conference on Neural Information Processing, 579-591, 2020
22020
Enforcing mean reversion in state space models for prawn pond water quality forecasting
JJ Dabrowski, A Rahman, DE Pagendam, A George
Computers and Electronics in Agriculture 168, 105120, 2020
22020
Identification of variables affecting production outcome in prawn ponds: A machine learning approach
A Rahman, S Arnold, JJ Dabrowski
Computers and Electronics in Agriculture 156, 618-626, 2019
22019
Image and Video Technology: PSIVT 2019 International Workshops, Sydney, NSW, Australia, November 18–22, 2019, Revised Selected Papers
JJ Dabrowski, A Rahman, M Paul
Springer Nature, 2020
2020
Deep Learning and Statistical Models for Time-Critical Pedestrian Behaviour Prediction
JJ Dabrowski, JP de Villiers, A Rahman, C Beyers
International Conference on Neural Information Processing, 458-465, 2019
2019
Sequence-to-Sequence Imputation of Missing Sensor Data
JJ Dabrowski, A Rahman
Australasian Joint Conference on Artificial Intelligence, 265-276, 2019
2019
Contextual behavioural modelling and classification of vessels in a maritime piracy situation
JJ Dabrowski
University of Pretoria, 2014
2014
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Articles 1–15