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Recurrent Neural Networks for Structured Data

T. T. M. Pham

2019 / Doctor of Philosophy, Deakin University

SPDF: Set Probabilistic Distance Features for Prediction of Population Health Outcomes via Social Media

H. Nguyen, D. T. Nguyen, T. Nguyen

2019 / pp. 54 - 63 / Proceedings of the Australasian Conference on Data Mining

Incomplete Conditional Density Estimation for Fast Materials Discovery

P. Nguyen, T. Truyen, S. Gupta, S. Rana, S. Venkatesh

2019 / pp. accepted on Dec 22, 2018 / Proceedings of the SIAM International Conference on Data Mining

Filtering Bayesian Optimization Approach in Weakly Specified Search Space

V. Nguyen, S. Gupta, S. Rana, C. Li, S. Venkatesh

2019 / Vol. 60, pp. 385 - 413 / Knowledge and Information Systems

Estimating County Health Indices Using Graph Neural Networks

H. Nguyen, D. T. Nguyen, T. Nguyen

2019 / pp. 64 - 76 / Proceedings of the Australasian Conference on Data Mining

An Empirical Study on Prediction of Population Health through Social Media

H. Nguyen, T. Nguyen, D. T. Nguyen

2019 / Vol. 99, pp. 103277 / Journal of Biomedical Informatics

Multi-Target Optimisation via Bayesian Optimisation and Linear Programming

A. Shilton, S. Rana, S. Gupta, S. Venkatesh

2018 / UAI 2018: Proceedings of the 34th Conference on Uncertainty in Artificial Intelligence

Preliminary Evaluation of a Guided Usability Defect Report Form

N. S. M. Yusop, J. Grundy, J. Schneider, R. Vasa

2018 / pp. 81 - 90 / 2018 25th Australasian Software Engineering Conference (ASWEC)

Evaluating an Open Learner Model Visualisation Prototype Tool with User eXperience Metrics

L. C. Yee, J. Grundy, K. von Baggo, A. Cain, R. Vasa

2018 / pp. 51 - 60 / 2018 25th Australasian Software Engineering Conference (ASWEC)

Sparse Approximation for Gaussian Process with Derivative Observations

A. Yang, C. Li, S. Rana, S. Gupta, S. Venkatesh

2018 / Australasian AI

Efficient Bayesian Optimisation Using Derivative Meta-Model

A. Yang, C. Li, S. Rana, S. Gupta, S. Venkatesh

2018 / pp. 252 - 264 / The 15th Pacific Rim International Conference on Artificial Intelligence

seeUV: Using Augmented Reality to Create an Engaging Tool for Today’s SunSmart Generation

L. Wakely, H. Walker, F. Escorcia, A. Nicholson, K. Mouzakis, R. Vasa

2018 /

New Bayesian-Optimization-Based Design of High-Strength 7xxx-Series Alloys from Recycled Aluminum

A. Vahid, S. Rana, S. Gupta, P. Vellanki, S. Venkatesh, T. Dorin

2018 / Vol. 70, pp. 2704 - 2709 / The Journal of The Minerals, Metals and Materials Society (JOM)

Microstructure and Mechanical Properties of New Recycled High Performance 7xxx-Series Alloys

A. Vahid, S. Rana, S. Gupta, P. Vellanki, S. Venkatesh, T. Dorin

2018 / Materials Science and Engineering: A - Journal - Elsevier (under review)

On Catastrophic Forgetting and Mode Collapse in Generative Adversarial Networks

H. Thanh-Tung, T. Tran, S. Venkatesh

2018 / ICML Workshop on Theoretical Foundations and Applications of Deep Generative Models