Faculty of Engineering and Mathematical Sciences

Research Output 1959 2019

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Conference paper
2019

A Fully Automatic Framework for Prediction of 3D Facial Rejuvenation

Shah, S. & Bennamoun, M., 4 Feb 2019, 2018 International Conference on Image and Vision Computing New Zealand (IVCNZ). IEEE, Institute of Electrical and Electronics Engineers, 8634657

Research output: Chapter in Book/Conference paperConference paper

Cosmetics
Learning systems
Fillers

A modal aleatoric calculus for probabilistic reasoning

Gozzard, A., French, T. & Reynolds, M., 2019, Logic and its applications : 8th Indian Conference, ICLA 2019, Delhi, India, March 1-5, 2019, Proceedings. Aquil Khan, M. & Manuel, A. (eds.). Berlin: Springer, p. 52-63

Research output: Chapter in Book/Conference paperConference paper

Probabilistic Reasoning
Calculi
Possible Worlds
Sound
Multi-agent Systems

A Training-Free Mesh Upsampling and Morphing Technique for 3D Face Rejuvenation

Shah, S., Bennamoun, M. & Molton, M., 7 Feb 2019, 2018 International Conference on Image and Vision Computing New Zealand (IVCNZ). IEEE, Institute of Electrical and Electronics Engineers, 8634685. (International Conference Image and Vision Computing New Zealand; vol. 2018-November).

Research output: Chapter in Book/Conference paperConference paper

Pixels

Community aware personalized hashtag recommendation in social networks

Alsini, A., Datta, A., Huynh, D. Q. & Li, J., 1 Jan 2019, Data Mining - 16th Australasian Conference, AusDM 2018, Revised Selected Papers. Zhao, Y., Warwick, G., Stirling, D., Li, C-T., Koh, Y. S., Islam, R. & Islam, Z. (eds.). Springer-Verlag Berlin, p. 216-227 12 p. (Communications in Computer and Information Science; vol. 996).

Research output: Chapter in Book/Conference paperConference paper

Personalized Recommendation
Social Networks
Recommendations
Community Detection
Topology

Construction of a damage risk model for footwall drifts

Andrijasevich, J., Basarir, H. & Wesseloo, J., 9 Apr 2019, Proceedings of the First International Conference on Mining Geomechanical Risk. Wesseloo, J. (ed.). Perth: Australian Centre for Geomechanics, p. 273-288 1905-15

Research output: Chapter in Book/Conference paperConference paper

Open Access
Economics
Shareholders
Patient rehabilitation
Probability distributions
Costs

Cyclic capacity of dynamically installed anchors and plate anchors in clay

Zang, L., Chow, S. H., O'Loughlin, C., Orszaghova, J., Beemer, R. & Wolgamot, H., 3 Apr 2019, Proceedings of the 13th Australia New Zealand Conference on Geomechanics. p. 1-6 6 p.

Research output: Chapter in Book/Conference paperConference paper

Anchors
Clay
Cyclic loads
Mooring
Consolidation

Enhanced Random Forest Algorithms for Partially Monotone Ordinal Classification

Bartley, C. W., Liu, W. & Reynolds, M., 28 Jan 2019, 33rd AAAI Conference on Artificial Intelligence (AAAI 2019).

Research output: Chapter in Book/Conference paperConference paper

Evaluating the effectiveness and economic benefit of fuel management in the wildland urban interface using wildfire simulation

Milne, G. & Florec, V., 29 Apr 2019, (Accepted/In press) Proceedings of the 6th International Fire Behavior and Fuels Conference. Australia: International Association of Wildland Fire, 6 p.

Research output: Chapter in Book/Conference paperConference paper

1 Citation (Scopus)

Impact of biology on particle crushing in offshore calcareous sediments

Beemer, R., Sadekov, A., Lebrec, U., Shaw, J., Bandini, A. & Cassidy, M., 25 Mar 2019, Geo-Congress 2019: Geotechnical materials, modeling, and testing. Meehan, C. L., Kumar, S., Pando, M. A. & Coe, J. T. (eds.). Virginia: American Society of Civil Engineers, p. 640-650

Research output: Chapter in Book/Conference paperConference paper

crushing
foraminifera
sediment
calcium carbonate
shell

Improving predictions of the coastal impacts of wave farms using a phase-resolving wave model

Rijnsdorp, D. P., Hansen, J. & Lowe, R., 2019, Proceedings of the 12th European Wave and Tidal Energy Conference.

Research output: Chapter in Book/Conference paperConference paper

wave energy
farm
prediction
wave diffraction
potential flow

Location-Velocity Attention for Pedestrian Trajectory Prediction

Xue, H., Huynh, D. & Reynolds, M., 4 Mar 2019, 2019 IEEE Winter Conference on Applications of Computer Vision. USA: IEEE, Institute of Electrical and Electronics Engineers, p. 2038–2047 10 p. 8659060. (Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019).

Research output: Chapter in Book/Conference paperConference paper

Trajectories

Mooring of wave energy system using dynamically installed anchors

Chow, S. H., Verth, A., Zang, L., Orszaghova, J., Bradley, R., Wolgamot, H. & Beemer, R., 1 Apr 2019, Proceedings of the 13th Australia New Zealand Conference on Geomechanics. Perth, p. 1-6

Research output: Chapter in Book/Conference paperConference paper

wave energy
anchor
wind wave
soft soil
river

Population-wide effectiveness of enhanced vaccines in older adults

Milne, G., 17 Jan 2019, Proceedings of 2nd Incidence and Severity of Influenza Symposium. London

Research output: Chapter in Book/Conference paperConference paper

Sentiment Correlation Discovery from Social Media to Share Market

Xie, S., Li, M. & Li, J., 29 Jan 2019, Proceedings of the Australasian Computer Science Week Multiconference, ACSW 2019. USA: Association for Computing Machinery (ACM), a52

Research output: Chapter in Book/Conference paperConference paper

Open Access
Marketing
Industry
2018

3D Face Reconstruction from Light Field Images: A Model-free Approach

Feng, M., Gilani, S. Z., Wang, Y. & Mian, A., 8 Sep 2018, European Conference on Computer Vision. Ferrari, V., Hebert, M., Sminchisescu, C. & Weiss, Y. (eds.). Springer, Vol. 11214. p. 508-526

Research output: Chapter in Book/Conference paperConference paper

Open Access
Lighting
Cameras
Geometry
1 Citation (Scopus)

Accelerating 3D Printing Process Using an Extended Ant Colony Optimization Algorithm

Fok, K. Y., Cheng, C. T., Ganganath, N., Iu, H. H. C. & Tse, C. K., 26 Apr 2018, 2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018 - Proceedings. IEEE, Institute of Electrical and Electronics Engineers, Vol. 2018-May. 8351113

Research output: Chapter in Book/Conference paperConference paper

Ant colony optimization
Printing
Traveling salesman problem
Motion planning
Nozzles

Accurate Representation of Microscopic Scatterers in Realistic Simulation of OCT Image Formation

Ossowski, P., Curatolo, A., Sampson, D. D. & Munro, P. R. T., 6 Nov 2018, 31st Annual Conference of the IEEE Photonics Society, IPC 2018. USA: IEEE, Institute of Electrical and Electronics Engineers, 8527134

Research output: Chapter in Book/Conference paperConference paper

Image processing
Maxwell equations
scattering
computational grids
simulation

A comparative study of decision diagrams for real-time model checking

Al-Bataineh, O., Reynolds, M. & Rosenblum, D., 1 Jan 2018, Model Checking Software - 25th International Symposium, SPIN 2018, Proceedings. Gallardo, M. D. & Merino, P. (eds.). Austria: Springer-Verlag Wien, p. 216-234 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10869 LNCS).

Research output: Chapter in Book/Conference paperConference paper

Open Access
File
Decision Diagrams
Model checking
Model Checking
Comparative Study
Real-time

A Cooperative Coevolutionary Algorithm for Real-time Underground Mine Scheduling

Cox, W. M. E., French, T., Reynolds, M. & While, R., 2018, Artificial Intelligence, AI 2018, Wellington, New Zealand, December 2018. Springer, p. 410-418

Research output: Chapter in Book/Conference paperConference paper

heuristics
road
traffic
1 Downloads (Pure)

A flux-conservative finite difference scheme for the numerical solution of the nonlinear bioheat equation

Bourantas, G. C., Joldes, G. R., Wittek, A. & Miller, K., 14 May 2018, Computational Biomechanics for Medicine: Measurements, Models, and Predictions. Nielsen, P. M. F., Wittek, A., Miller, K., Doyle, B., Joldes, G. R. & Nash, M. P. (eds.). Springer International Publishing AG, p. 69-81 13 p.

Research output: Chapter in Book/Conference paperConference paper

Open Access
File
Nonlinear equations
nonlinear equations
Tissue
Fluxes
Finite difference method
1 Citation (Scopus)

A fuzzy logic control approach for smoothing of wind and photovoltaic generation output fluctuations

Lamsal, DI., Conradie, T., Sreeram, V., Mishra, Y. & Kumar, D., 20 Feb 2018, 2017 Australian and New Zealand Control Conference, ANZCC 2017. IEEE, Institute of Electrical and Electronics Engineers, Vol. 2018-January. p. 80-82 3 p.

Research output: Chapter in Book/Conference paperConference paper

Fuzzy Logic Control
Battery
Fuzzy logic
Smoothing
Charge
1 Downloads (Pure)

A Game-Theoretic Approach to Timeline-Based Planning with Uncertainty

Gigante, N., Montanari, A., Cialdea Mayer, M., Orlandini, A. & Reynolds, M., Oct 2018, 25th International Symposium on Temporal Representation and Reasoning, TIME 2018, Warsaw, Poland, October 15-17, 2018. Norvag, K., Penczek, W. & Alechina, N. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, p. 1-17

Research output: Chapter in Book/Conference paperConference paper

Open Access
File
Planning
Uncertainty

A Kalman filtering for linear discrete-time system with unknown inputs

Li, W., Pan, J., Li, Y., Pan, S. & Liu, Y., 6 Jul 2018, Proceedings of the 30th Chinese Control and Decision Conference, CCDC 2018. China: IEEE, Institute of Electrical and Electronics Engineers, p. 5423-5428 6 p.

Research output: Chapter in Book/Conference paperConference paper

Unknown Inputs
Discrete-time Linear Systems
Kalman Filtering
Kalman filters
Kalman Filter
1 Citation (Scopus)

A low-cost hardware-in-the-loop agent-based simulation testbed for autonomous vehicles

Barker, R., Hurst, A., Shrubsall, R., Hassan, G. M. & French, T., 30 Aug 2018, AIM 2018 - IEEE/ASME International Conference on Advanced Intelligent Mechatronics. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 2018-July. p. 1015-1020 6 p. 8452376

Research output: Chapter in Book/Conference paperConference paper

Testbeds
Computer hardware
Costs
Railroad tracks
Computer vision

Ambient pressure calibration for cone penetrometer test: Necessary?

Wang, Y., Hu, Y. & Hossain, M. S., 1 Jan 2018, Physical Modelling in Geotechnics. McNamara, A., Divall, S., Goodey, R., Taylor, N., Stallebrass, S. & Panchal, J. (eds.). UK: CRC Press/Balkema, Vol. 1. p. 329-334 6 p.

Research output: Chapter in Book/Conference paperConference paper

penetrometer
cone penetration test
Cones
Calibration
loading test

A Modular Software Framework for Autonomous Vehicles

Lim, K. L., Drage, T., Podolski, R., Meyer-Lee, G., Evans-Thompson, S., Lin, J. Y. T., Channon, G., Poole, M. & Bräunl, T., 18 Oct 2018, 2018 IEEE Intelligent Vehicles Symposium, IV 2018. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 2018-June. p. 1780-1785 6 p. 8500474

Research output: Chapter in Book/Conference paperConference paper

Autonomous Vehicles
Sensor
Software
Sensors
Testing

An Adaptive Optimization Method for LFOD Enhancement in DFIG Integrated Smart Grids

Chau, T. K., Yu, S. S., Fernando, T. & Iu, H. H. C., 26 Apr 2018, 2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018 - Proceedings. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 2018-May. 8351473

Research output: Chapter in Book/Conference paperConference paper

Asynchronous generators
Damping
Neural networks
Controllers
Particle swarm optimization (PSO)

An advanced maximum power point capturing technique with supercapacitor for PV system

Zhang, L., Yu, S. S., Herbert, H. C. I. & Fernando, T., 21 Dec 2018, 2018 IEEE Power and Energy Society General Meeting, PESGM 2018. IEEE, Institute of Electrical and Electronics Engineers, Vol. 2018-August. 8586640

Research output: Chapter in Book/Conference paperConference paper

Dynamic response
Electric potential
Supercapacitor

Analytical and Experimental Investigation into the Vibration Response of a Beam Excited by a Magnetostrictive Actuator

Zhang, T. Y., Jiang, X. S., Wang, Y. X., Zhang, H. P. & Pan, J., 9 Oct 2018, Proceedings - 2017 4th Asia-Pacific World Congress on Computer Science and Engineering, APWC on CSE 2017. USA: IEEE, Institute of Electrical and Electronics Engineers, p. 239-245 7 p. 8487294

Research output: Chapter in Book/Conference paperConference paper

Experimental Investigation
Actuator
Actuators
Vibration
Control System Design
1 Citation (Scopus)

Analytic calculation and analysis of the magnetic field for the single-phase two-limb transformer

Li, L., Pan, J., Huang, H., Zheng, J., Hu, Y. & Zhang, J., 5 Feb 2018, Proceedings of the 2017 12th IEEE Conference on Industrial Electronics and Applications, ICIEA 2017. IEEE, Institute of Electrical and Electronics Engineers, Vol. 2018-February. p. 2049-2054 6 p.

Research output: Chapter in Book/Conference paperConference paper

Transformer
Magnetic Field
Vibration analysis
Magnetic fields
Vibration Analysis
2 Citations (Scopus)

An ANN-based framework for rapid spectral fatigue analysis of steel catenary risers

Hejazi, R., Grime, A., Randolph, M. & Efthymiou, M., 1 Jan 2018, Offshore Technology Conference Asia 2018, OTCA 2018. Malaysia: Offshore Technology Conference

Research output: Chapter in Book/Conference paperConference paper

Fatigue of materials
Neural networks
Steel
Transfer functions
Fatigue damage
1 Citation (Scopus)

Anchor sharing in sands: Centrifuge modelling and soil element testing to characterise multi-directional loadings

Herduin, M., Gaudin, C. & Johanning, L., 1 Jan 2018, Offshore Geotechnics; Honoring Symposium for Professor Bernard Molin on Marine and Offshore Hydrodynamics. The American Society of Mechanical Engineers (ASME), Vol. 9. 9 p. V009T10A030

Research output: Chapter in Book/Conference paperConference paper

Mooring
Centrifuges
Anchors
Sand
Soils

A new 240 g-tonne geotechnical centrifuge at the University of Western Australia

Gaudin, C., O'Loughlin, C. & Breen, J., 2018, Proceedings of the 9th International Conference on Physical Modelling in Geotechnics (ICPMG 2018). CRC Press, p. 501-506

Research output: Chapter in Book/Conference paperConference paper

centrifuge
centrifugal model test

A new rheology model for hydrate-in-oil slurries

Qin, Y., Pickering, P. F., Johns, M. L., May, E. F. & Aman, Z. M., 1 Jan 2018, Offshore Technology Conference Asia 2018, OTCA 2018. Malaysia: Offshore Technology Conference

Research output: Chapter in Book/Conference paperConference paper

Slurries
Hydrates
Rheology
Crude oil
Viscosity

An incremental anytime algorithm for mining T-patterns from event streams

Johnson, K. & Liu, W., 1 Jan 2018, Data Mining - 15th Australasian Conference, AusDM 2017, Revised Selected Papers. Stirling, D., Boo, Y. L., Chi, L., Ong, K-L., Liu, L. & Williams, G. (eds.). Springer-Verlag Wien, p. 144-157 14 p. (Communications in Computer and Information Science; vol. 845).

Research output: Chapter in Book/Conference paperConference paper

Incremental Algorithm
Mining
Time delay
DNA sequences
Animals
1 Citation (Scopus)

A novel framework for constructing partially monotone rule ensembles

Bartley, C., Liu, W. & Reynolds, M., 24 Oct 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1324-1327 4 p. 8509361

Research output: Chapter in Book/Conference paperConference paper

Classifiers
Learning systems
Cones
Tumors
Experiments

Applying cognitive computing to maintainer-collected data

Smoker, T. M., French, T., Liu, W. & Hodkiewicz, M. R., 29 Jan 2018, 2017 2nd International Conference on System Reliability and Safety, ICSRS 2017. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 2018-January. p. 543-551 9 p.

Research output: Chapter in Book/Conference paperConference paper

Maintenance
Computing
Text Mining
Knowledge Representation
Knowledge representation

A Pulse Train Controlled Single-Input Dual-Output Buck Converter

Wang, L., Yu, D. S., Xu, R., Ye, Z. B., Iu, H. H. C. & Fernando, T., 2018, 2018 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS). New York: IEEE, Institute of Electrical and Electronics Engineers, 5 p. (IEEE International Symposium on Circuits and Systems).

Research output: Chapter in Book/Conference paperConference paper

A re-evaluation of the conceptual model of caving mechanics

Cumming-Potvin, D., Wesseloo, J., Jacobsz, S. W. & Kearsley, E., 2018, Caving 2018: Proceedings of the Fourth International Symposium on Block and Sublevel Caving. Potvin, Y. & Jakubec, J. (eds.). Perth: Australian Centre for Geomechanics, p. 179-190

Research output: Chapter in Book/Conference paperConference paper

Open Access
caving
mechanics
cave
centrifuge
evaluation

Assessing the impact of riser-soil interaction model on the fatigue life of large diameter SCRs

Hejazi, R., Grime, A., Randolph, M. & Efthymiou, M., 1 Jan 2018, Pipelines, Risers, and Subsea Systems. USA: The American Society of Mechanical Engineers (ASME), Vol. 5.

Research output: Chapter in Book/Conference paperConference paper

Thyristors
Fatigue of materials
Soils
Steel
Water

Assessment of voltage unbalance due to single phase rooftop photovoltaic panels in residential low voltage distribution network: A study on a real LV network in Western Australia

Kharrazi, A., Sreeram, V. & Mishra, Y., 5 Feb 2018, 2017 Australasian Universities Power Engineering Conference, AUPEC 2017. IEEE, Institute of Electrical and Electronics Engineers, Vol. 2017-November. p. 1-6 6 p.

Research output: Chapter in Book/Conference paperConference paper

Low Voltage
Distribution Network
Electric power distribution
Voltage
Electric potential

A supervised learning framework for learning management systems

Monllao Olive, D., Huynh, D., Reynolds, M., Dougiamas, M. & Wiese, D., 2018, Proceedings of the First International Conference on Data Science, E-learning and Information Systems. Lara, J. A. (ed.). New York: Association for Computing Machinery (ACM), p. 1-18 18

Research output: Chapter in Book/Conference paperConference paper

Asymmetric Commutative Encryption Scheme Based Efficient Solution to the Millionaires' Problem

Liu, M., Nanda, P., Zhang, X., Yang, C., Yu, S. & Li, J., 2018, 2018 17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/ 12th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 990-995 6 p.

Research output: Chapter in Book/Conference paperConference paper

Cryptography
Public key cryptography
Defects
Costs
Experiments

A universal two-qubit photonic quantum processor

Qiang, X., Zhou, X., Wang, J., Wilkes, C., Loke, T., Oagara, S., Kling, L., Marshall, G., Santagati, R., Wang, J. B., Oabrien, J. L., Thompson, M. G. & Matthews, J. C. F., 6 Aug 2018, 2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings. USA: IEEE, Institute of Electrical and Electronics Engineers, 8426518

Research output: Chapter in Book/Conference paperConference paper

Photonics
central processing units
photonics
Silicon
silicon
1 Citation (Scopus)

Blast Induced Seismic Response at the Goldcorp Eleonore Mine: Identification, Delineation and Characterization

TULEAU, J., GRENON, M., Woodward, K. & LAJOIE, P., Nov 2018, 10th Asian Rock Mechanics Symposium The ISRM International.

Research output: Chapter in Book/Conference paperConference paper

seismic response
blasting
seismicity
geological feature
seismic source

Capacity of vertical and horizontal plate anchors in sand under normal and shear loading

Chow, S. H., Le, J., Forsyth, M. & O'Loughlin, C., 2018, Physical Modelling in Geotechnics: Proceedings of the 9th International Conference on Physical Modelling in Geotechnics (ICPMG 2018), July 17-20, 2018, London, United Kingdom. McNamara, A., Divall, S., Goodey, R., Taylor, N., Stallebrass, S. & Panchal, J. (eds.). London: CRC Press, Vol. 1. p. 559-564 6 p.

Research output: Chapter in Book/Conference paperConference paper

anchor
sand
silica
energy

Cascading Failure Model Considering Multi-Step Attack Strategy

Guo, H., Iu, H. H. C., Fernando, T., Zheng, C., Zhang, X. & Tse, C. K., 26 Apr 2018, 2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018 - Proceedings. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 2018-May. 8351318

Research output: Chapter in Book/Conference paperConference paper

Circuit theory
Complex networks

Centrifuge tests investigating the effect of suction caisson installation in dense sand on the state of the soil plug

Stapelfeldt, M., Bienen, B. & Grabe, J., 2018, Proceedings of the 9th International Conference on Physical Modelling in Geotechnics. McNamara, A., Divall, S., Goodey, R., Taylor, N., Stallebrass, S. & Panchal, J. (eds.). London, United Kingdom: CRC Press, Vol. 1. p. 669-674

Research output: Chapter in Book/Conference paperConference paper

1 Citation (Scopus)

CFRP-wrapped hollow steel tubes under axial impact loading

Batuwitage, C., Fawzia, S., Thambiratnam, D. P., Tafsirojjaman, T., Al-Mahaidi, R. & Elchalakani, M., 1 Jan 2018, Tubular Structures XVI: Proceedings of the 16th International Symposium on Tubular Structures, ISTS 2017. Heidarpour, A. & Zhao, X-L. (eds.). 1 ed. London: CRC Press/Balkema, p. 401-407 7 p.

Research output: Chapter in Book/Conference paperConference paper

Carbon fiber reinforced plastics
Steel
Energy absorption
Civil engineering
Automotive industry

Classification of corals in reflectance and fluorescence images using convolutional neural network representations

Xu, L., Bennamoun, M., An, S., Sohe, F. & Boussaid, F., 10 Sep 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. IEEE, Institute of Electrical and Electronics Engineers, Vol. 2018-April. p. 1493-1497 5 p. 8462574

Research output: Chapter in Book/Conference paperConference paper

Fluorescence
Neural networks
Principal component analysis
Chemical activation