Research Output 1959 2019

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Conference paper
2019

Acoustic Scene Classification Using Joint Time-Frequency Image-Based Feature Representations

Abidin, S., Togneri, R. & Sohel, F., 11 Feb 2019, Proceedings of AVSS 2018 - 2018 15th IEEE International Conference on Advanced Video and Signal-Based Surveillance. IEEE, Institute of Electrical and Electronics Engineers, 8639164. (Proceedings of AVSS 2018 - 2018 15th IEEE International Conference on Advanced Video and Signal-Based Surveillance).

Research output: Chapter in Book/Conference paperConference paper

Acoustics
Fusion reactions
Mathematical transformations

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

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

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

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

Fitting Dense and Sparse Reduced Data

Kozera, R. & Wiliński, A., 1 Jan 2019, Advances in Soft and Hard Computing. Kacprzyk, J., Pejaś, J., El Fray, I. & Hyla, T. (eds.). Springer-Verlag Berlin, p. 3-17 15 p. (Advances in Intelligent Systems and Computing; vol. 889).

Research output: Chapter in Book/Conference paperConference paper

Parameterization
Interpolation
Cost functions
Splines

Global regularizer and temporal-aware cross-entropy for skeleton-based early action recognition

Ke, Q., Liu, J., Bennamoun, M., Rahmani, H., An, S., Sohel, F. & Boussaid, F., 2019, Computer Vision – ACCV 2018 - 14th Asian Conference on Computer Vision, Revised Selected Papers. Mori, G., Li, H., Schindler, K. & Jawahar, C. V. (eds.). Springer-Verlag Berlin, p. 729-745 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11364 LNCS).

Research output: Chapter in Book/Conference paperConference paper

Cross-entropy
Action Recognition
Skeleton
Labels
Entropy

High-speed imaging of high pressures produced by cavitation bubbles

Supponen, O., Obreschkow, D. & Farhat, M., 2019, 32ND INTERNATIONAL CONGRESS ON HIGH-SPEED IMAGING AND PHOTONICS. Versluis, M. & Stride, E. (eds.). SPIE-INT SOC OPTICAL ENGINEERING, Vol. 11051. 6 p. 1105103. (Proceedings of SPIE; vol. 11051).

Research output: Chapter in Book/Conference paperConference paper

Isotopically Pure Silcon-28 Whispering Gallery Mode Resonators: A Host for Narrow Linewidth Spin Ensembles

Tobar, M. E., Bourhill, J., Goryachev, M., Creedon, D., Johnson, B. C. & Jamieson, D., 14 May 2019, 2018 Conference on Optoelectronic and Microelectronic Materials and Devices, COMMAD 2018. IEEE, Institute of Electrical and Electronics Engineers, p. 41-42 2 p. 8715244. (2018 Conference on Optoelectronic and Microelectronic Materials and Devices, COMMAD 2018).

Research output: Chapter in Book/Conference paperConference paper

Whispering gallery modes
whispering gallery modes
Linewidth
Q factors
Resonators

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

Multi-Objective Security Hardening Optimisation for Dynamic Networks

Enoch, S. Y., Hong, J., Ge, M., Khan, K. M. D. & Kim, D. S., 2019, ICC 2019 - 2019 IEEE International Conference on Communications (ICC). China: IEEE, Institute of Electrical and Electronics Engineers

Research output: Chapter in Book/Conference paperConference paper

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

51 Downloads (Pure)

Reconstruction of Complex Dynamical Systems from Time Series using Reservoir Computing

Jüngling, T., Lymburn, T., Stemler, T., Corrêa, D., Walker, D. & Small, M., 1 May 2019, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. IEEE, Institute of Electrical and Electronics Engineers, 8702137. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2019-May).

Research output: Chapter in Book/Conference paperConference paper

Open Access
File
dynamical systems
modularity
echoes
oscillators
output

Relationship detection based on object semantic inference and attention mechanisms

Zhang, L., Zhang, S., Shen, P., Zhu, G., Shah, S. A. A. & Bennamoun, M., 5 Jun 2019, ICMR 2019 - Proceedings of the 2019 ACM International Conference on Multimedia Retrieval. USA: Association for Computing Machinery (ACM), p. 68-72 5 p. (ICMR 2019 - Proceedings of the 2019 ACM International Conference on Multimedia Retrieval).

Research output: Chapter in Book/Conference paperConference paper

Open Access
Semantics
Image understanding
Genes

Response enhancement of a magnetic-film based hydrogen gas sensor using size reduction to microchip dimensions

Khan, S., Martyniuk, M. & Kostylev, M., 14 May 2019, 2018 Conference on Optoelectronic and Microelectronic Materials and Devices, COMMAD 2018. IEEE, Institute of Electrical and Electronics Engineers, p. 19-21 3 p. 8715239. (2018 Conference on Optoelectronic and Microelectronic Materials and Devices, COMMAD 2018).

Research output: Chapter in Book/Conference paperConference paper

Magnetic films
Ferromagnetic resonance
magnetic films
ferromagnetic resonance
Chemical sensors

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

Significance of Lyapunov Exponent in Parkinson's disease using Electroencephalography

Saikia, A., Barua, A. R., Hussain, M. & Paul, S., 2019, PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND INTEGRATED NETWORKS (SPIN). Wiley-IEEE Press, p. 791-795 5 p.

Research output: Chapter in Book/Conference paperConference paper

Surf wave parks - Assessing the sound of fun

Chambers, S. & James, R., 1 Jan 2019, Australian Acoustical Society Annual Conference, AAS 2018. Australian Acoustical Society, p. 188-189 2 p. (Australian Acoustical Society Annual Conference, AAS 2018).

Research output: Chapter in Book/Conference paperConference paper

acoustics
proposals
spilling
water
birds

Using machine learning for the detection of radio frequency interference

Vinsen, K., Foster, S. & Dodson, R., 20 Jun 2019, 2019 URSI Asia-Pacific Radio Science Conference, AP-RASC 2019. India: IEEE, Institute of Electrical and Electronics Engineers, 8738332. (2019 URSI Asia-Pacific Radio Science Conference, AP-RASC 2019).

Research output: Chapter in Book/Conference paperConference paper

radio frequency interference
Radio interference
machine learning
Learning systems
radio signals
1 Citation (Scopus)

When geo-text meets security: Privacy-preserving boolean spatial keyword queries

Cui, N., Li, J., Yang, X., Wang, B., Reynolds, M. & Xiang, Y., 1 Apr 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE, Institute of Electrical and Electronics Engineers, p. 1046-1057 12 p. 8731414. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

Research output: Chapter in Book/Conference paperConference paper

Query processing
Location based services
Outsourcing
Servers
Experiments
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
20 Downloads (Pure)

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
3 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
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

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
1 Citation (Scopus)

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)

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

Classification of irregular free boundary points for non-divergence type equations with discontinuous coefficients

Dipierro, S., Karakhanyan, A. & Valdinoci, E., 1 Dec 2018, Discrete and Continuous Dynamical Systems - Series A. 12 ed. Vol. 38. p. 6073-6090 18 p. (Discrete and Continuous Dynamical Systems- Series A).

Research output: Chapter in Book/Conference paperConference paper

Open Access
Discontinuous Coefficients
Invariance
Free Boundary
Irregular
Discontinuity

Collagen and Muscle Fibrous Tissue as a Contrast Mechanism in the THz region

Fan, S., Qian, Z. & Wallace, V. P., 25 Oct 2018, 2018 43rd International Conference on Infrared Millimeter and Terahertz Waves, IRMMW-THz 2018. IEEE, Institute of Electrical and Electronics Engineers, Vol. 2018-September. 8509855

Research output: Chapter in Book/Conference paperConference paper

Collagen
Muscle
Tissue
Paraffins
Surgery
1 Citation (Scopus)

Comprehensive Security Assessment of Combined MTD Techniques for the Cloud

Alavizadeh, H., Hong, J. B., Jang-Jaccard, J. & Kim, D. S., 2018, Proceedings of the 5th ACM Workshop on Moving Target Defense. Albanese, M. & Huang, D. (eds.). United States: Association for Computing Machinery (ACM), p. 11-20

Research output: Chapter in Book/Conference paperConference paper

Metric system
Cloud computing
Redundancy
Scalability
Availability
3 Citations (Scopus)

Defense against Universal Adversarial Perturbations

Akhtar, N., Liu, J. & Mian, A., 18 Jun 2018, IEEE Conference on Computer Vision and Pattern Recognition. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 3389-3398 10 p.

Research output: Chapter in Book/Conference paperConference paper

Open Access
Labels
Classifiers
Detectors
Discrete cosine transforms
Deep learning
1 Citation (Scopus)

Digital image correlation to analyze nonlinear elastic behavior of materials

Phillips, N., Hassan, G. M., Dyskin, A., Macnish, C. & Pasternak, E., 20 Feb 2018, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. United States: IEEE, Institute of Electrical and Electronics Engineers, Vol. 2017-September. p. 4367-4371 5 p.

Research output: Chapter in Book/Conference paperConference paper

Photogrammetry
Unloading
Hysteresis
Foams
Ethylene

Evaluating the Security of IoT Networks with Mobile Devices

Samandari, A., Ge, M., Hong, J. B. & Kim, D. S., 2018, 23rd IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2018). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 171-180

Research output: Chapter in Book/Conference paperConference paper

Mobile devices
Internet of things
Point groups
Network security
Electronic data interchange
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

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

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
3 Citations (Scopus)

Holistic influence maximization for targeted advertisements in spatial social networks

Li, J., Cai, T., Mian, A., Li, R. H., Sellis, T. & Yu, J. X., 24 Oct 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1344-1347 4 p. 8509366

Research output: Chapter in Book/Conference paperConference paper

Gages
Experiments
Social networks
Interaction
Query
1 Citation (Scopus)

Hydration of gelatin molecules studied with terahertz time-domain spectroscopy

Fan, S., Qian, Z. & Wallace, V. P., 1 Jan 2018, Infrared, Millimeter-Wave, and Terahertz Technologies V. Zhang, C., Zhang, X-C. & Tani, M. (eds.). SPIE-INT SOC OPTICAL ENGINEERING, Vol. 10826. 1082604

Research output: Chapter in Book/Conference paperConference paper

Hydration
gelatins
Gelatin
hydration
Spectroscopy
1 Citation (Scopus)

Learning-based Composite Metrics for Improved Caption Evaluation

Sharif, N., Bennamoun, M., White, L. R. & Shah, S., 2018, Proceedings of ACL 2018, Student Research Workshop. Australia: Association for Computational Linguistics, p. 14-20

Research output: Chapter in Book/Conference paperConference paper

Linguistics
Composite materials
Semantics
Image quality
5 Citations (Scopus)
115 Downloads (Pure)

Learning From Millions of 3D Scans for Large-Scale 3D Face Recognition

Gilani, S. & Mian, A., Jun 2018, International Conference on Computer Vision and Pattern Recognition. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1896-1905 9 p.

Research output: Chapter in Book/Conference paperConference paper

Open Access
File
Face recognition
Merging
Tuning
Testing
1 Citation (Scopus)

Local Binary Pattern with Random Forest for Acoustic Scene Classification

Abidin, S., Xia, X., Togneri, R. & Sohel, F., 8 Oct 2018, 2018 IEEE International Conference on Multimedia and Expo, ICME 2018. IEEE, Institute of Electrical and Electronics Engineers, Vol. 2018-July. 8486578

Research output: Chapter in Book/Conference paperConference paper

Fusion reactions
Acoustics