Research Output 1959 2020

2019
2 Citations (Scopus)

A quest for a one-size-fits-all neural network: Early prediction of students at risk in online courses

Monllao Olive, D., Huynh, D., Reynolds, M., Dougiamas, M. & Wiese, D., 15 Apr 2019, In : IEEE Transactions on Learning Technologies. p. 171-183 13 p.

Research output: Contribution to journalArticle

neural network
Students
Neural networks
student
learning
123 Downloads (Pure)

A radio astronomy search for cold dark matter axions

Kelley, K., 2019, (Unpublished)

Research output: ThesisDoctoral Thesis

File
radio astronomy
dark matter
Andromeda
theses
radio telescopes

Arc-transitive digraphs of given out-valency and with blocks of given size

Morgan, L., Potočnik, P. & Verret, G., 1 Jul 2019, In : Journal of Combinatorial Theory. Series B. 137, p. 118-125 8 p.

Research output: Contribution to journalArticle

Arc-transitive Graph
Digraph
Arc of a curve
Integer

Arc-transitive digraphs with quasiprimitive local actions

Giudici, M., Glasby, S., Li, C-H. & Verret, G., Mar 2019, In : Journal of Pure and Applied Algebra. 223, 3, p. 1217-1226 10 p.

Research output: Contribution to journalArticle

Open Access

A reporting guideline for IS survey research

Hui, W., Lui, S. M. & Lau, W. K., Nov 2019, In : Decision Support Systems. 126, 113136.

Research output: Contribution to journalArticle

Guidelines
Research
Research Design
Research Personnel
Manuscripts

A simple approach for weakly supervised semantic segmentation

Xu, L., Bennamoun, M., An, S., Boussaid, F. & Sohel, F., 2019, International Conference on Acoustics, Speech, and Signal Processing (ICASSP). USA: IEEE, Institute of Electrical and Electronics Engineers

Research output: Chapter in Book/Conference paperConference paper

19 Citations (Scopus)

A single fast radio burst localized to a massive galaxy at cosmological distance

Bannister, K. W., Deller, A. T., Phillips, C., Macquart, J. -P., Prochaska, J. X., Tejos, N., Ryder, S. D., Sadler, E. M., Shannon, R. M., Simha, S., Day, C. K., McQuinn, M., North-Hickey, F. O., Bhandari, S., Arcus, W. R., Bennert, V. N., Burchett, J., Bouwhuis, M., Dodson, R., Ekers, R. D. & 33 othersFarah, W., Flynn, C., James, C. W., Kerr, M., Lenc, E., Mahony, E. K., O'Meara, J., Oslowski, S., Qiu, H., Treu, T., Bateman, T. J., Bock, D. C. -J., Bolton, R. J., Brown, A., Bunton, J. D., Chippendale, A. P., Cooray, F. R., Cornwell, T., Gupta, N., Hayman, D. B., Kesteven, M., Koribalski, B. S., MacLeod, A., McClure-Griffiths, N. M., Neuhold, S., Norris, R. P., Pilawa, M. A., Qiao, R. -Y., Reynolds, J., Roxby, D. N., Shimwell, T. W., Voronkov, M. A. & Wilson, C. D., 9 Aug 2019, In : Science. 365, 6453, p. 565-570 6 p.

Research output: Contribution to journalArticle

ASKAP commissioning observations of the GAMA 23 field

Leahy, D. A., Hopkins, A. M., Norris, R. P., Marvil, J., Collier, J. D., Taylor, E. N., Allison, J. R., Anderson, C., Bell, M., Bilicki, M., Bland-Hawthorn, J., Brough, S., Brown, M. J. I., Driver, S., Gurkan, G., Harvey-Smith, L., Heywood, I., Holwerda, B. W., Liske, J., Lopez-Sanchez, A. R. & 8 othersMcConnell, D., Moffett, A., Owers, M. S., Pimbblet, K. A., Raja, W., Seymour, N., Voronkov, M. A. & Wang, L., 19 Jul 2019, In : Publications of the Astronomical Society of Australia. 36, e024.

Research output: Contribution to journalArticle

assembly
radio
galaxies
active galactic nuclei
Wide-field Infrared Survey Explorer

Assembly bias evidence in close galaxy pairs

Ferreras, I., Hopkins, A. M., Lagos, C., Sansom, A. E., Scott, N., Croom, S. & Brough, S., Jul 2019, In : Monthly Notices of the Royal Astronomical Society. 487, 1, p. 435-443 9 p.

Research output: Contribution to journalArticle

Open Access

A supervised learning framework: using assessment to identify students at risk of dropping out of a MOOC

Monllaó Olivé, D., Huynh, D. Q., Reynolds, M., Dougiamas, M. & Wiese, D., 24 May 2019, In : Journal of Computing in Higher Education.

Research output: Contribution to journalArticle

learning
student
educational setting
management
neural network

A support learning programme for first-year mathematics

Hillock, P. W. & Khan, N., 22 Aug 2019, In : International Journal of Mathematical Education in Science and Technology. 14 p.

Research output: Contribution to journalArticle

mathematics
Students
learning
Linear algebra
semester
1 Citation (Scopus)

A symmetry result for elliptic systems in punctured domains

Biagi, S., Valdinoci, E. & Vecchi, E., 1 Sep 2019, In : Communications on Pure and Applied Analysis. 18, 5, p. 2819-2833 15 p.

Research output: Contribution to journalArticle

Open Access
Elliptic Systems
Symmetry
Boundary conditions
Hyperplane
System of equations

A Systematic Approach to Threat Modeling and Security Analysis for Software Defined Networking

Eom, T., Hong, J., An, S., Park, J. S. & Kim, D. S., 2019, (Accepted/In press) In : IEEE Access.

Research output: Contribution to journalArticle

Computer simulation
Software defined networking
Risk assessment

Atomic and molecular gas in IllustrisTNG galaxies at low redshift

Diemer, B., Stevens, A. R. H., Lagos, C. D. P., Calette, A. R., Tacchella, S., Hernquist, L., Marinacci, F., Nelson, D., Pillepich, A., Rodriguez-Gomez, V., Villaescusa-Navarro, F. & Vogelsberger, M., Aug 2019, In : Monthly Notices of the Royal Astronomical Society. 487, 2, p. 1529-1550 22 p.

Research output: Contribution to journalArticle

Open Access
213 Downloads (Pure)

Atomic gas fractions in active galactic nucleus host galaxies

Ellison, S. L., Brown, T., Catinella, B. & Cortese, L., 1 Feb 2019, In : Monthly Notices of the Royal Astronomical Society. 482, 4, p. 5694-5703 10 p.

Research output: Contribution to journalArticle

Open Access
File
monatomic gases
active galactic nuclei
galaxies
gas
stellar mass
5 Citations (Scopus)

Atomic hydrogen in IllustrisTNG galaxies: the impact of environment parallelled with local 21-cm surveys (vol 483, pg 5334, 2019)

Stevens, A. R. H., Diemer, B., Lagos, C. D. P., Nelson, D., Pillepich, A., Brown, T., Catinella, B., Hernquist, L., Weinberger, R., Vogelsberger, M. & Marinacci, F., Apr 2019, In : Monthly Notices of the Royal Astronomical Society. 484, 4, p. 5499-5499 1 p.

Research output: Contribution to journalLetter

Atomic hydrogen in IllustrisTNG galaxies: the impact of environment parallelled with local 21-cm surveys

Stevens, A. R. H., Diemer, B., Lagos, C. D. P., Nelson, D., Pillepich, A., Brown, T., Catinella, B., Hernquist, L., Weinberger, R., Vogelsberger, M. & Marinacci, F., Mar 2019, In : Monthly Notices of the Royal Astronomical Society. 483, 4, p. 5334-5354 21 p.

Research output: Contribution to journalArticle

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
3 Citations (Scopus)

A unifying analysis of chaos synchronization and consistency in delay-coupled semiconductor lasers

Jungling, T., Porte, X., Oliver, N., Soriano, M. C. & Fischer, I., 31 May 2019, In : IEEE Journal of Selected Topics in Quantum Electronics. 25, 6, p. 1-9 9 p., 1501609.

Research output: Contribution to journalArticle

Chaos theory
Semiconductor lasers
chaos
synchronism
Synchronization
1 Citation (Scopus)

Australian vegetated coastal ecosystems as global hotspots for climate change mitigation

Serrano, O., Lovelock, C. E., B Atwood, T., Macreadie, P. I., Canto, R., Phinn, S., Arias-Ortiz, A., Bai, L., Baldock, J., Bedulli, C., Carnell, P., Connolly, R. M., Donaldson, P., Esteban, A., Ewers Lewis, C. J., Eyre, B. D., Hayes, M. A., Horwitz, P., Hutley, L. B., Kavazos, C. R. J. & 25 othersKelleway, J. J., Kendrick, G. A., Kilminster, K., Lafratta, A., Lee, S., Lavery, P. S., Maher, D. T., Marbà, N., Masque, P., Mateo, M. A., Mount, R., Ralph, P. J., Roelfsema, C., Rozaimi, M., Ruhon, R., Salinas, C., Samper-Villarreal, J., Sanderman, J., J Sanders, C., Santos, I., Sharples, C., Steven, A. D. L., Cannard, T., Trevathan-Tackett, S. M. & Duarte, C. M., 2 Oct 2019, In : Nature Communications. 10, 1, 1 p.

Research output: Contribution to journalArticle

Open Access
variable cycle engines
Climate Change
ecosystems
climate change
Gas emissions

Automated Mining of the ALMA Archive in the COSMOS Field (A3COSMOS). II. Cold Molecular Gas Evolution out to Redshift 6

Liu, D., Schinnerer, E., Groves, B., Magnelli, B., Lang, P., Leslie, S., Jiménez-Andrade, E., Riechers, D. A., Popping, G., Magdis, G. E., Daddi, E., Sargent, M., Gao, Y., Fudamoto, Y., Oesch, P. A. & Bertoldi, F., 20 Dec 2019, In : Astrophysical Journal. 887, 2, 235.

Research output: Contribution to journalArticle

gas evolution
cold gas
molecular gases
galaxies
stellar mass

Automated segmentation of gravel particles from depth images of gravel-soil mixtures

Rahmani, H., Scanlan, C., Nadeem, U., Bennamoun, M. & Bowles, R., Jul 2019, In : Computers & Geosciences. 128, p. 1-10 10 p.

Research output: Contribution to journalArticle

Open Access
6 Downloads (Pure)

Automatic classification of students in online courses using machine learning techniques

Monllao Olive, D., 2019, (Unpublished)

Research output: ThesisMaster's Thesis

File
learning
student
neural network
teacher
management

Axion detection with precision frequency metrology

Goryachev, M., McAllister, B. T. & Tobar, M. E., 1 Dec 2019, In : Physics Of The Dark Universe. 26, 100345.

Research output: Contribution to journalArticle

metrology
cavity
electrodynamics
frequency control
electronic control
2 Citations (Scopus)
7 Downloads (Pure)

Baryon-induced dark matter cores in the EAGLE simulations

Benítez-Llambay, A., Frenk, C. S., Ludlow, A. D. & Navarro, J. F., Sep 2019, In : Monthly Notices of the Royal Astronomical Society. 488, 2, p. 2387-2404 18 p.

Research output: Contribution to journalArticle

Open Access
File
star formation
baryons
dark matter
thresholds
gases

Beam focal spot intrafraction motion and gantry angle dependence: A study of Varian linac focal spot alignment

Slama, L., Riis, H. L., Sabet, M., Barnes, M. P., Ebert, M., Chan, S. & Rowshan Farzad, P., Jul 2019, In : Physica Medica. 63, p. 41-47 7 p.

Research output: Contribution to journalArticle

gantry cranes
Particle Accelerators
linear accelerators
alignment
Therapeutics

Benchmark Data and Method for Real-Time People Counting in Cluttered Scenes Using Depth Sensors

Sun, S., Akhtar, N., Song, H., Zhang, C., Li, J. & Mian, A., Oct 2019, In : IEEE Transactions on Intelligent Transportation Systems. 20, 10, p. 3599-3612 14 p., 8697114.

Research output: Contribution to journalArticle

Trajectories
Sensors
Benchmarking
Security systems
Logistics
11 Citations (Scopus)

Bilby: A user-friendly Bayesian inference library for gravitational-wave astronomy

Ashton, G., Hübner, M., Lasky, P. D., Talbot, C., Ackley, K., Biscoveanu, S., Chu, Q., Divakarla, A., Easter, P. J., Goncharov, B., Vivanco, F. H., Harms, J., Lower, M. E., Meadors, G. D., Melchor, D., Payne, E., Pitkin, M. D., Powell, J., Sarin, N., Smith, R. J. E. & 1 othersThrane, E., 1 Apr 2019, In : Astrophysical Journal, Supplement Series. 241, 2, 27.

Research output: Contribution to journalArticle

astronomy
inference
gravitational waves
merger
syntax
16 Citations (Scopus)
68 Downloads (Pure)

Binary Black Hole Population Properties Inferred from the First and Second Observing Runs of Advanced LIGO and Advanced Virgo

LIGO Scientific Collaboration and Virgo Collaboration, 10 Sep 2019, In : Astrophysical Journal Letters. 882, 2, L24.

Research output: Contribution to journalArticle

Open Access
File
LIGO (observatory)
merger
mass distribution
angular momentum
parameterization
4 Citations (Scopus)

Bioinformatics Analysis of Metabolism Pathways of Archaeal Energy Reserves

Wang, L., Liu, Q., Wu, X., Huang, Y., Wise, M. J., Liu, Z., Wang, W., Hu, J. & Wang, C., 1 Dec 2019, In : Scientific Reports. 9, 1, 1034.

Research output: Contribution to journalArticle

Open Access
Archaea
Computational Biology
Energy Metabolism
Polyhydroxyalkanoates
Polyphosphates

Bioinformatics for Healthcare Applications

Majhi, V., Paul, S. & Jain, R., 26 Apr 2019, Proceedings - 2019 Amity International Conference on Artificial Intelligence, AICAI 2019. Dubai: IEEE, Institute of Electrical and Electronics Engineers, p. 204-207 4 p. 8701277. (Proceedings - 2019 Amity International Conference on Artificial Intelligence, AICAI 2019).

Research output: Chapter in Book/Conference paperConference paper

Bioinformatics
Health care
Urea
Muscle
History

Bio-inspired smog sensing model for wireless sensor networks based on intracellular signalling

Alam, S. & De, D., 1 Sep 2019, In : Information Fusion. 49, p. 100-119 20 p.

Research output: Contribution to journalArticle

Wireless sensor networks
Routing protocols
Data communication systems
Pollution
Energy utilization
3 Citations (Scopus)

Broadening frequency range of a ferromagnetic axion haloscope with strongly coupled cavity–magnon polaritons

Flower, G., Bourhill, J., Goryachev, M. & Tobar, M. E., 1 Sep 2019, In : Physics Of The Dark Universe. 25, 100306.

Research output: Contribution to journalArticle

polaritons
frequency ranges
cavity
bandwidth
cavities
81 Downloads (Pure)

BuildSense: accurate, cost-aware, fault-tolerant monitoring with minimal sensor infrastructure

Cardell-Oliver, R. & Sarkar, C., Aug 2019, In : ACM Transactions on Sensor Networks. 15, 3, 23 p., A36.

Research output: Contribution to journalArticle

Open Access
File
Monitoring
Sensors
Costs
Fault tolerance
Sensor networks

Bulk Acoustic Wave Resonator-Oscillators and Tests of Fundamental Physics

Goryachev, M., Ivanov, E. N., Tobar, M. E. & Galliou, S., 2019, IFCS/EFTF 2019 - Joint Conference of the IEEE International Frequency Control Symposium and European Frequency and Time Forum, Proceedings. IEEE, Institute of Electrical and Electronics Engineers, 8856114. (IFCS/EFTF 2019 - Joint Conference of the IEEE International Frequency Control Symposium and European Frequency and Time Forum, Proceedings).

Research output: Chapter in Book/Conference paperConference paper

Resonators
Physics
resonators
Cryogenics
oscillators
2 Citations (Scopus)

Bulk flow and shear in the local Universe: 2MTF and COSMICFLOWS-3

Qin, F., Howlett, C., Staveley-Smith, L. & Hong, T., Jan 2019, In : Monthly Notices of the Royal Astronomical Society. 482, 2, p. 1920-1930 11 p.

Research output: Contribution to journalArticle

Open Access

Cancer Genetics and Therapeutics - focus on phytochemicals

Roy, M. & Datta, A., 17 Sep 2019, Singapore: Springer. 250 p. (Cancer Research)

Research output: Book/ReportBook

Can we quickly flag ultra-long gamma-ray bursts

Gendre, B., Joyce, Q. T., Orange, N. B., Stratta, G., Atteia, J. L. & Boer, M., 1 Jun 2019, In : Monthly Notices of the Royal Astronomical Society. 486, 2, p. 2471-2476 6 p.

Research output: Contribution to journalArticle

gamma ray bursts
bursts
engines
engine
gamma rays
2 Citations (Scopus)
Open Access
Human Milk
breast milk
Body Composition
milk composition
Human Body
2 Citations (Scopus)

Carbon and nitrogen sequestration of Melaleuca floodplain wetlands in tropical Australia

Adame, M. F., Reef, R., Wong, V. N. L., Balcombe, S. R., Turschwell, M. P., Kavehei, E., Rodríguez, D. C., Kelleway, J. J., Masque, P. & Ronan, M., 19 Jul 2019, In : Ecosystems. p. 1-13

Research output: Contribution to journalArticle

Melaleuca
Wetlands
floodplains
floodplain
wetlands
Palatal Expansion Technique
Carbon Monoxide
Orthopedics
Tooth
Clinical Studies
5 Citations (Scopus)

Chaos and variance in galaxy formation

Keller, B. W., Wadsley, J. W., Wang, L. & Kruijssen, J. M. D., 11 Jan 2019, In : Monthly Notices of the Royal Astronomical Society. 482, 2, p. 2244-2261 18 p.

Research output: Contribution to journalArticle

galactic evolution
chaotic dynamics
chaos
stochasticity
stellar mass

Characterization of a self-damped pendulum for vibration isolation

Vallat, A., Naveh, Y., Winterflood, J., Ju, L. & Blair, D. G., 1 Jun 2019, In : Review of Scientific Instruments. 90, 6, 065103.

Research output: Contribution to journalArticle

Open Access
pendulums
Pendulums
isolation
Damping
damping
4 Citations (Scopus)

Chiles: H I morphology and galaxy environment at z = 0.12 and z = 0.17

Hess, K. M., Luber, N. M., Fernández, X., Gim, H. B., Van Gorkom, J. H., Momjian, E., Gross, J., Meyer, M., Popping, A., Davies, L. J. M., Hunt, L., Kreckel, K., Lucero, D., Pisano, D. J., Sanchez-Barrantes, M., Yun, M. S., Dodson, R., Vinsen, K., Wicenec, A., Wu, C. & 10 othersBershady, M. A., Chung, A., Davis, J. D., Meyer, J. D., Henning, P., Maddox, N., Smith, E. T., Van Der Hulst, J. M., Verheijen, M. A. W. & Wilcots, E. M., 1 Jan 2019, In : Monthly Notices of the Royal Astronomical Society. 484, 2, p. 2234-2256 23 p.

Research output: Contribution to journalArticle

Chile
galaxies
radio frequency interference
radio
data reduction
2 Citations (Scopus)

Classifying the formation processes of s0 galaxies using convolutional neural networks

Diaz, J. D., Bekki, K., Forbes, D. A., Couch, W. J., Drinkwater, M. J. & Deeley, S., 1 Jul 2019, In : Monthly Notices of the Royal Astronomical Society. 486, 4, p. 4845-4862 18 p.

Research output: Contribution to journalArticle

classifying
merger
physical property
galaxies
prediction
182 Downloads (Pure)

Classifying uniformly generated groups

Glasby, S. P., 7 Jul 2019, In : Communications in Algebra. 4 p.

Research output: Contribution to journalArticle

File

Climate inference on daily rainfall across the Australian continent, 1876-2015

Bertolacci, M., Cripps, E., Rosen, O., Lau, J. W. & Cripps, S., Jun 2019, In : Annals of Applied Statistics. 13, 2, p. 683-712 30 p.

Research output: Contribution to journalArticle

Climbing halo merger trees with TreeFrog

Elahi, P. J., Poulton, R. J. J., Tobar, R. J., Cañas, R., Lagos, C. D. P., Power, C. & Robotham, A. S. G., 5 Aug 2019, In : Publications of the Astronomical Society of Australia. 36, 16 p., e028.

Research output: Contribution to journalArticle

merger
halos
pathology
catalogs
application programming interface

Clique-Based Traffic Control Strategy Using Vehicle-To-Vehicle Communication

Gee, L. M. & Reynolds, M., 1 Jan 2019, PRICAI 2019: Trends in Artificial Intelligence - 16th Pacific Rim International Conference on Artificial Intelligence, Proceedings. Nayak, A. C. & Sharma, A. (eds.). Springer-Verlag Berlin, p. 534-538 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11671 LNAI).

Research output: Chapter in Book/Conference paperConference paper

Vehicle to vehicle communications
Traffic Control
Traffic control
Clique
Control Strategy