Research Output 1959 2019

2018

Exploiting layerwise convexity of rectifier networks with sign constrained weights

An, S., Boussaid, F., Bennamoun, M. & Sohel, F., 1 Sep 2018, In : Neural Networks. 105, p. 419-430 12 p.

Research output: Contribution to journalArticle

Weights and Measures
Discriminant Analysis
Statistical Factor Analysis
22 Citations (Scopus)

Exploring Human Mobility Patterns in Urban Scenarios: A Trajectory Data Perspective

Xia, F., Wang, J., Kong, X., Wang, Z., Li, J. & Liu, C., 22 Mar 2018, In : IEEE Communications Magazine. 56, 3, p. 142-149 8 p.

Research output: Contribution to journalArticle

Trajectories
Subways
Global positioning system
Smart cards
Maximum likelihood estimation
1 Citation (Scopus)

Exploring Structural and Physical Properties of Schistosome Eggs: Potential Pathways for Novel Diagnostics

Russo Frasca Candido, R., Morassutti, A. L., Graeff-Teixeira, C., St Pierre, T. & Jones, M. K., 2018, Advances in Parasitology. United Kingdom: Academic Press, Vol. 100. p. 209-237 (Advances in Parasitology).

Research output: Chapter in Book/Conference paperChapter

Eggs
Egg Shell
Host-Parasite Interactions
Schistosomiasis
Infection
1 Citation (Scopus)

Fattening and nonfattening phenomena for planar nonlocal curvature flows

Cesaroni, A., Dipierro, S., Novaga, M. & Valdinoci, E., 11 Dec 2018, In : Mathematische Annalen.

Research output: Contribution to journalArticle

Curvature Flow
Curvature
Perimeter
kernel
Tangent line
1 Citation (Scopus)

Fault detection in vibration systems: Identifying damaged moorings

Begg, S. E., Fowkes, N., Stemler, T. & Cheng, L., 15 Sep 2018, In : Ocean Engineering. 164, p. 577-589 13 p.

Research output: Contribution to journalArticle

Mooring
Fault detection
Stiffness
Modal analysis
1 Citation (Scopus)

Fault prediction and modelling in transport networks

Ballantyne, A., Lawrance, N., Small, M., Hodkiewicz, M. & Burton, D., 26 Apr 2018, 2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018 - Proceedings. New York: IEEE, Institute of Electrical and Electronics Engineers, Vol. 2018-May. 8351658

Research output: Chapter in Book/Conference paperConference paper

Topology
Electric power distribution
Internet
Water

First polarimetric investigation of malaria mosquitoes as lidar targets

Jansson, S., Atkinson, P., Ignell, R. & Brydegaard, M., 1 Jan 2018, In : IEEE Journal of Selected Topics in Quantum Electronics. 25, 1, 8418733.

Research output: Contribution to journalArticle

Optical radar
optical radar
wings
insects
extinction
18 Citations (Scopus)

First Search for Nontensorial Gravitational Waves from Known Pulsars

LIGO Scientific Collaboration and Virgo Collaboration, 19 Jan 2018, In : Physical Review Letters. 120, 3, 031104.

Research output: Contribution to journalArticle

Open Access
pulsars
gravitational waves
polarization
tensors
gravitation
1 Citation (Scopus)
Magellanic clouds
counters
merger
simulation
dwarf galaxies
2 Citations (Scopus)
44 Downloads (Pure)

Formation of S0s via disc accretion around high-redshift compact ellipticals

Diaz, J., Bekki, K., Forbes, D. A., Couch, W. J., Drinkwater, M. J. & Deeley, S., Jun 2018, In : Monthly Notices of the Royal Astronomical Society. 477, 2, p. 2030-2041

Research output: Contribution to journalArticle

Open Access
File
accretion disks
merger
transform
accretion
gas
1 Citation (Scopus)
star clusters
Magellanic clouds
accretion
gas
young population
2 Citations (Scopus)

Formation of ultra-compact dwarf galaxies from supergiant molecular clouds

Goodman, M. & Bekki, K., 21 Aug 2018, In : Monthly Notices of the Royal Astronomical Society. 478, 3, p. 3564-3575 12 p.

Research output: Contribution to journalArticle

compact galaxies
dwarf galaxies
molecular clouds
history
physical property
1 Citation (Scopus)

From insertion to removal: A multicenter survival analysis of an admitted cohort with peripheral intravenous catheters inserted in the emergency department

Carr, P. J., Rippey, J. C. R., Cooke, M. L., Higgins, N. S., Trevenen, M., Foale, A. & Rickard, C. M., 1 Oct 2018, In : Infection Control and Hospital Epidemiology. 39, 10, p. 1216-1221 6 p.

Research output: Contribution to journalArticle

Survival Analysis
Hospital Emergency Service
Catheters
Confidence Intervals
Equipment Failure

From local uncertainty to global predictions: Making predictions on fractal basins

Levi, A., Sabuco, J., Small, M. & Sanjuán, M. A. F., 1 Apr 2018, In : PLoS One. 13, 4, e0194926.

Research output: Contribution to journalArticle

Open Access
Fractals
Uncertainty
uncertainty
basins
prediction
10 Citations (Scopus)

Full band all-sky search for periodic gravitational waves in the O1 LIGO data

LIGO Scientific Collaboration and Virgo Collaboration, 15 May 2018, In : Physical Review D. 97, 10, 102003.

Research output: Contribution to journalArticle

Open Access
LIGO (observatory)
gravitational waves
sky
completeness
metal spinning

Future forum, Hobart, October 29, 2017: examining the role of medical physics in cancer research

Ebert, M. A., Hardcastle, N. & Kron, T., 1 Sep 2018, In : Australasian Physical and Engineering Sciences in Medicine. 41, 3, p. 571-579 9 p.

Research output: Contribution to journalArticle

Physics
Oncology
Research
Tasmania
Neoplasms
1 Citation (Scopus)

Galactic cartography with SkyMapper - I. Population substructure and the stellar number density of the inner halo

Wan, Z., Kafle, P. R., Lewis, G. F., Mackey, D., Sharma, S. & Ibata, R. A., 18 Jul 2018, In : Monthly Notices of the Royal Astronomical Society. 480, 1, p. 1218-1228 11 p.

Research output: Contribution to journalArticle

Open Access
cartography
substructures
horizontal branch stars
blue stars
halos
1 Citation (Scopus)

Galactic synchrotron distribution derived from 152 HII region absorption features in the full GLEAM survey

Su, H., Macquart, J. P., Hurley-Walker, N., McClure-Griffiths, N. M., Jackson, C. A., Tingay, S. J., Tian, W. W., Gaensler, B. M., McKinley, B., Kapínska, A. D., Hindson, L., Hancock, P., Wayth, R. B., Staveley-Smith, L., Morgan, J., Johnston-Hollitt, M., Lenc, E., Bell, M. E., Callingham, J. R., Dwarkanath, K. S. & 5 othersFor, B. Q., Offringa, A. R., Procopio, P., Wu, C. & Zheng, Q., 21 Sep 2018, In : Monthly Notices of the Royal Astronomical Society. 479, 3, p. 4041-4055 15 p.

Research output: Contribution to journalArticle

H II regions
emissivity
synchrotrons
interstellar magnetic fields
optical thickness
4 Citations (Scopus)

Galaxy and Mass Assembly: Automatic morphological classification of galaxies using statistical learning

Sreejith, S., Pereverzyev, S., Kelvin, L. S., Marleau, F. R., Haltmeier, M., Ebner, J., Bland-Hawthorn, J., Driver, S. P., Graham, A. W., Holwerda, B. W., Hopkins, A. M., Liske, J., Loveday, J., Moffett, A. J., Pimbblet, K. A., Taylor, E. N., Wang, L. & Wright, A. H., 1 Mar 2018, In : Monthly Notices of the Royal Astronomical Society. 474, 4, p. 5232-5258 27 p.

Research output: Contribution to journalArticle

Open Access
learning
assembly
galaxies
spheroids
prediction
19 Citations (Scopus)
87 Downloads (Pure)

Galaxy And Mass Assembly: The G02 field, Herschel-ATLAS target selection and data release 3

Baldry, I. K., Liske, J., Brown, M. J. I., Robotham, A. S. G., Driver, S. P., Dunne, L., Alpaslan, M., Brough, S., Cluver, M. E., Eardley, E., Farrow, D. J., Heymans, C., Hildebrandt, H., Hopkins, A. M., Kelvin, L. S., Loveday, J., Moffett, A. J., Norberg, P., Owers, M. S., Taylor, E. N. & 22 othersWright, A. H., Bamford, S. P., Bland-Hawthorn, J., Bourne, N., Bremer, M. N., Colless, M., Conselice, C. J., Croom, S. M., Davies, L. J. M., Foster, C., Grootes, M. W., Holwerda, B. W., Jones, D. H., Kafle, P. R., Kuijken, K., Lara-Lopez, M. A., López-Sánchez, R., Meyer, M. J., Phillipps, S., Sutherland, W. J., van Kampen, E. & Wilkins, S. M., 1 Mar 2018, In : Monthly Notices of the Royal Astronomical Society. 474, 3, p. 3875-3888 14 p.

Research output: Contribution to journalArticle

Open Access
File
assembly
galaxies
equatorial regions
fillers
astrophysics
8 Citations (Scopus)

Galaxy and mass assembly (gama): Impact of the group environment on galaxy star formation

Barsanti, S., Owers, M. S., Brough, S., Davies, L. J. M., Driver, S. P., Gunawardhana, M. L. P., Holwerda, B. W., Liske, J., Loveday, J., Pimbblet, K. A., Robotham, A. S. G. & Taylor, E. N., 10 Apr 2018, In : Astrophysical Journal. 857, 1, 71.

Research output: Contribution to journalArticle

star formation
assembly
galaxies
stars
halos
10 Citations (Scopus)
35 Downloads (Pure)

Galaxy and Mass Assembly (GAMA): Morphological transformation of galaxies across the green valley

Bremer, M. N., Phillipps, S., Kelvin, S., De Propris, R., Kennedy, R., Moffett, A. J., Bamford, S., Davies, L. J. M., Driver, S. P., Häußler, B., Holwerda, B., Hopkins, A., James, P. A., Liske, J., Percival, S. & Taylor, N., 1 May 2018, In : Monthly Notices of the Royal Astronomical Society. 476, 1, p. 12-26 15 p.

Research output: Contribution to journalArticle

Open Access
File
valleys
assembly
galaxies
valley
star formation

Galaxy and Mass Assembly (GAMA): The environmental dependence of the galaxy main sequence

Wang, L., Norberg, P., Brough, S., Brown, M. J. I., Da Cunha, E., Davies, L. J., Driver, S. P., Holwerda, B. W., Hopkins, A. M., Lara-Lopez, M. A., Liske, J., Loveday, J., Grootes, M. W., Popescu, C. C. & Wright, A. H., 1 Oct 2018, In : Astronomy and Astrophysics. 618, A1.

Research output: Contribution to journalArticle

assembly
galaxies
halos
F stars
stars
2 Citations (Scopus)

Galaxy and Mass Assembly (GAMA): Variation in galaxy structure across the green valley

Kelvin, L. S., Bremer, M. N., Phillipps, S., James, P. A., Davies, L. J. M., De Propris, R., Moffett, A. J., Percival, S. M., Baldry, I. K., Collins, C. A., Alpaslan, M., Bland-Hawthorn, J., Brough, S., Cluver, M., Driver, S. P., Hashemizadeh, A., Holwerda, B. W., Laine, J., Lara-Lopez, M. A., Liske, J. & 9 othersMaciejewski, W., Napolitano, N. R., Penny, S. J., Popescu, C. C., Sansom, A. E., Sutherland, W., Taylor, E. N., van Kampen, E. & Wang, L., 1 Jul 2018, In : Monthly Notices of the Royal Astronomical Society. 477, 3, p. 4116-4130 15 p.

Research output: Contribution to journalArticle

valleys
assembly
galaxies
valley
lenses
1 Citation (Scopus)

Galaxy and Mass Assembly (GAMA): Accurate number densities and environments of massive ultra-compact galaxies at 0.02 < z < 0.3

Buitrago, F., Ferreras, I., Kelvin, L. S., Baldry, I. K., Davies, L., Angthopo, J., Khochfar, S., Hopkins, A. M., Driver, S. P., Brough, S., Sabater, J., Conselice, C. J., Liske, J., Holwerda, B. W., Bremer, M. N., Phillipps, S., López-Sánchez, A. R. & Graham, A. W., 1 Nov 2018, In : Astronomy and Astrophysics. 619, A137.

Research output: Contribution to journalArticle

compact galaxies
assembly
galaxies
census
merger
3 Citations (Scopus)
65 Downloads (Pure)

Galaxy and Mass Assembly (GAMA): Small-scale anisotropic galaxy clustering and the pairwise velocity dispersion of galaxies

Loveday, J., Christodoulou, L., Norberg, P., Peacock, J. A., Baldry, I. K., Bland-Hawthorn, J., Brown, M. J. I., Colless, M., Driver, S. P., Holwerda, B. W., Hopkins, A. M., Kafle, P. R., Liske, J., Lopez-Sanchez, A. R. & Taylor, E. N., 1 Mar 2018, In : Monthly Notices of the Royal Astronomical Society. 474, 3, p. 3435-3450 16 p.

Research output: Contribution to journalArticle

Open Access
File
assembly
galaxies
luminosity
galactic evolution
halos

Galaxy And Mass Assembly (GAMA): Blue spheroids within 87 Mpc

Mahajan, S., Drinkwater, M. J., Driver, S., Hopkins, A. M., Graham, A. W., Brough, S., Brown, M. J. I., Holwerda, B. W., Owers, M. S. & Pimbblet, K. A., 21 Mar 2018, In : Monthly Notices of the Royal Astronomical Society. 475, 1, p. 788-799 12 p., stx3202.

Research output: Contribution to journalArticle

spheroids
assembly
galaxies
spiral galaxies
metallicity

Galaxy And Mass Assembly (GAMA): Gas fuelling of spiral galaxies in the local Universe II. - Direct measurement of the dependencies on redshift and host halo mass of stellar mass growth in central disc galaxies

Grootes, M. W., Dvornik, A., Laureijs, R. J., Tuffs, R. J., Popescu, C. C., Robotham, A. S. G., Liske, J., Brown, M. J. I., Holwerda, B. W. & Wang, L., 11 Jun 2018, In : Monthly Notices of the Royal Astronomical Society. 477, 1, p. 1015-1034 20 p.

Research output: Contribution to journalArticle

refueling
disk galaxies
spiral galaxies
stellar mass
halos

Galaxy And Mass Assembly (GAMA): The signatures of galaxy interactions as viewed from small-scale galaxy clustering

Gunawardhana, M. L. P., Norberg, P., Zehavi, I., Farrow, D. J., Loveday, J., Hopkins, A. M., Davies, L. J. M., Wang, L., Alpaslan, M., Bland-Hawthorn, J., Brough, S., Holwerda, B. W., Owers, M. S. & Wright, A. H., 11 Sep 2018, In : Monthly Notices of the Royal Astronomical Society. 479, 2, p. 1433-1464 32 p.

Research output: Contribution to journalArticle

interacting galaxies
assembly
signatures
galaxies
stars
11 Citations (Scopus)

Galaxy And Mass Assembly (GAMA): The mechanisms for quiescent galaxy formation at z

Rowlands, K., Wild, V., Bourne, N., Bremer, M., Brough, S., Driver, S. P., Hopkins, A. M., Owers, M. S., Phillipps, S., Pimbblet, K., Sansom, A. E., Wang, L., Alpaslan, M., Bland-Hawthorn, J., Colless, M., Holwerda, B. W. & Taylor, E. N., Jan 2018, In : Monthly Notices of the Royal Astronomical Society. 473, 1, p. 1168-1185 18 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)

Galaxy cluster mass reconstruction project - III. The impact of dynamical substructure on cluster mass estimates

Old, L., Wojtak, R., Pearce, F. R., Gray, M. E., Mamon, G. A., Sifón, C., Tempel, E., Biviano, A., Yee, H. K. C., de Carvalho, R., Müller, V., Sepp, T., Skibba, R. A., Croton, D., Bamford, S. P., Power, C., von der Linden, A. & Saro, A., 21 Mar 2018, In : Monthly Notices of the Royal Astronomical Society. 475, 1, p. 853-866 14 p., stx3241.

Research output: Contribution to journalArticle

substructures
galaxies
estimates
project
field survey
6 Citations (Scopus)

Galaxy formation efficiency and the multiverse explanation of the cosmological constant with EAGLE simulations

Barnes, L. A., Elahi, P. J., Salcido, J., Bower, R. G., Lewis, G. F., Theuns, T., Schaller, M., Crain, R. A. & Schaye, J., 1 Jul 2018, In : Monthly Notices of the Royal Astronomical Society. 477, 3, p. 3727-3743 17 p.

Research output: Contribution to journalArticle

galactic evolution
universe
simulation
star formation rate
star formation
30 Downloads (Pure)

Galaxy tagging: Photometric redshift refinement and group richness enhancement

Kafle, P. R., Robotham, A. S. G., Driver, S. P., Deeley, S., Norberg, P., Drinkwater, M. J. & Davies, L. J., 21 Sep 2018, In : Monthly Notices of the Royal Astronomical Society. 479, 3, p. 3746-3758 13 p.

Research output: Contribution to journalArticle

Open Access
File
tagging
marking
galaxies
augmentation
trade-off
1 Citation (Scopus)

GAMA/G10-COSMOS/3D-HST Evolution of the galaxy stellar mass function over 12.5 Gyr

Wright, A. H., Driver, S. P. & Robotham, A. S. G., Nov 2018, In : Monthly Notices of the Royal Astronomical Society. 480, 3, p. 3491-3502 12 p.

Research output: Contribution to journalArticle

Open Access

Gamma radiation-assisted diffusion of Au nanoparticles in nanocavities of polycarbonate: Nano-structural and surface properties

Hareesh, K., Sunitha, D. V., Ramya, P., Williams, J. F., Samarin, S., Dhole, S. D. & Sanjeev, G., 1 Jan 2018, In : Materials Research Express. 5, 1, 015304.

Research output: Contribution to journalArticle

polycarbonate
Polycarbonates
Gold
Gamma rays
Surface properties

Generalized joint sparse representation for multimodal biometric fusion of heterogeneous features

Primorac, R., Togneri, R., Bennamoun, M. & Sohel, F., 2018.

Research output: Contribution to conferenceConference presentation/ephemera

Generating bags of words from the sums of their word embeddings

White, L., Togneri, R., Liu, W. & Bennamoun, M., 1 Jan 2018, Computational Linguistics and Intelligent Text Processing - 17th International Conference, CICLing 2016, Revised Selected Papers. Gelbukh, A. (ed.). Austria: Springer-Verlag Wien, p. 91-102 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9623 LNCS).

Research output: Chapter in Book/Conference paperConference paper

Information retrieval
Semantics
Neural networks
Data storage equipment
Memory Model

Genetic Algorithms for Scheduling and Optimization of Ore Train Networks

Hassan, G. & Reynolds, M., 17 Sep 2018, Proceedings GCAI-2018. 4th Global Conference on Artificial Intelligence. Lee, D., Steen, A. & Walsh, T. (eds.). Luxembourg: EasyChair, Vol. 55. p. 81-92 (EPiC Series in Computing).

Research output: Chapter in Book/Conference paperConference paper

Ores
Genetic algorithms
Scheduling
Supply chains
Iron ores
4 Citations (Scopus)

Genomic epidemiology and population structure of Neisseria gonorrhoeae from remote highly endemic Western Australian populations

Al Suwayyid, B. A., Coombs, G. W., Speers, D. J., Pearson, J., Wise, M. J. & Kahler, C. M., 27 Feb 2018, In : BMC Genomics. 19, 1, 165.

Research output: Contribution to journalArticle

Open Access
Metagenomics
Neisseria gonorrhoeae
Western Australia
Epidemiology
Gonorrhea

Geo-social influence spanning maximization

Li, J., Sellis, T., Shane Culpepper, J., He, Z., Liu, C. & Wang, J., 24 Oct 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1775-1776 2 p. 8509466

Research output: Chapter in Book/Conference paperConference paper

Marketing
Geographical regions
Computational complexity
Social influence
Query
1 Citation (Scopus)

Ghost of a shell: Magnetic fields of galactic supershell GSH 006 - 15 + 7

Thomson, A. J. M., McClure-Griffiths, N. M., Federrath, C., Dickey, J. M., Carretti, E., Gaensler, B. M., Haverkorn, M., Kesteven, M. J. & Staveley-Smith, L., 1 Oct 2018, In : Monthly Notices of the Royal Astronomical Society. 479, 4, p. 5620-5637 18 p.

Research output: Contribution to journalArticle

ghosts
shell
magnetic field
magnetic fields
line of sight

Goldstino Superfields in Supergravity

Kuzenko, S. M., 1 Sep 2018, In : Physics of Particles and Nuclei. 49, 5, p. 841-846 6 p.

Research output: Contribution to journalConference article

supergravity

GPU-acceleration on a low-latency binary-coalescence gravitational wave search pipeline

Guo, X., Chu, Q., Chung, S. K., Du, Z., Wen, L. & Gu, Y., 1 Oct 2018, In : Computer Physics Communications. 231, p. 62-71 10 p.

Research output: Contribution to journalArticle

Gravity waves
Coalescence
gravitational waves
coalescing
Pipelines

Gravitational Waves and Gravitational-wave Sourcestwo

Wen, Z., Xing, Z., Xiao-jin, L., Yang, Z., Yun-yong, W., Fan, Z., Yu-hang, Z., Yue-fan, G., Yi-kang, C., Shun-ke, A., Zong-hong, Z., Xiao-ge, W., Eric, L., Zhi-hui, D., Jun-wei, C., Jin, Q., Cong, Y., Jian-bo, W., David, B., Li, J. & 2 othersChun-nong, Z. & Lin-qing, W., 1 Oct 2018, In : Chinese Astronomy and Astrophysics. 42, 4, p. 487-526 40 p.

Research output: Contribution to journalArticle

gravitational waves
frequency ranges
astronomy
neutron stars
bursts
gravitation
electromagnetism
theoretical physics
space missions
readers
1 Citation (Scopus)

Group factorisations, uniform automorphisms, and permutation groups of simple diagonal type

Praeger, C. E. & Schneider, C., Oct 2018, In : Israel Journal of Mathematics. 228, 2, p. 1001-1023

Research output: Contribution to journalArticle

Permutation group
Automorphisms
Factorization
Group Classification
Finite Simple Group

Guest Editorial: Big Traffic Data Analysis and Mining

Xia, F., Li, J., So-In, C. & Rodrigues, J. J. P. C., 1 Sep 2018, In : IET Intelligent Transport Systems. 12, 7, 1 p.

Research output: Contribution to journalEditorial

37 Citations (Scopus)

GW170817: Implications for the Stochastic Gravitational-Wave Background from Compact Binary Coalescences

LIGO Scientific Collaboration and Virgo Collaboration, 28 Feb 2018, In : Physical Review Letters. 120, 9, 091101.

Research output: Contribution to journalArticle

gravitational waves
coalescing
LIGO (observatory)
neutron stars
binary stars
91 Citations (Scopus)

GW170817: Measurements of Neutron Star Radii and Equation of State

LIGO Scientific Collaboration and Virgo Collaboration, 15 Oct 2018, In : Physical Review Letters. 121, 16, 161101.

Research output: Contribution to journalArticle

Open Access
neutron stars
equations of state
radii
LIGO (observatory)
stars

Hepatic Iron Concentration Correlates With Insulin Sensitivity in Nonalcoholic Fatty Liver Disease

Britton, L., Bridle, K., Reiling, J., Santrampurwala, N., Wockner, L., Ching, H., Stuart, K., Subramaniam, V. N., Jeffrey, G., St Pierre, T., House, M., Gummer, J., Trengove, R., Olynyk, J., Crawford, D. & Adams, L., Jun 2018, In : Hepatology Communications. 2, 6, p. 644-653 10 p.

Research output: Contribution to journalArticle

Open Access