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

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

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

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

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

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

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 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

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

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

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
2 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

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
2 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

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
2 Citations (Scopus)
59 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

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

LoRa Parameter Choice for Minimal Energy Usage

Dix-Matthews, B., Cardell-Oliver, R. & Hübner, C., Nov 2018, RealWSN 2018 - Proceedings of the 7th International Workshop on Real-World Embedded Wireless Systems and Networks, Part of SenSys 2018. Ramachandran, G. S. & Krishnamachari, B. (eds.). Association for Computing Machinery (ACM), p. 37-42 6 p.

Research output: Chapter in Book/Conference paperConference paper

Forward error correction
Communication
Costs

Modelling Neuronal Activity Alterations Caused by MMW-THz Mediated Melting of Lipid Membrane

Romanenko, S., Siegel, P. H., Hoola, L., Harvey, A. R. & Wallace, V., 25 Oct 2018, 2018 43rd International Conference on Infrared Millimeter and Terahertz Waves, IRMMW-THz 2018. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 2018-September. 8510054

Research output: Chapter in Book/Conference paperConference paper

Millimeter waves
Melting
Neurons
Tissue
Radiation

NNEval: Neural Network based Evaluation Metric for Image Captioning

Sharif, N., White, L. R., Bennamoun, M. & Shah, S., 2018, ECCV. Springer, p. 39-55

Research output: Chapter in Book/Conference paperConference paper

Semantics
Neural networks
Linguistics
Experiments

NovelPerspective: Identifying Point of View Characters

White, L., Togneri, R., Liu, W. & Bennamoun, M., 2018, Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics-System Demonstrations. Melbourne: Association for Computational Linguistics, Vol. 2. p. 7-12 6 p.

Research output: Chapter in Book/Conference paperConference paper

Novel Resonators for Axion Haloscopes

McAllister, B. T., Goryachev, M. & Tobar, M. E., 1 Jan 2018, Microwave Cavities and Detectors for Axion Research - Proceedings of the 2nd International Workshop. Carosi, G., Rybka, G. & van Bibber, K. (eds.). USA: Springer Science + Business Media, Vol. 211. p. 53-59 7 p.

Research output: Chapter in Book/Conference paperConference paper

resonators
microwaves
cavities
rooms
dark matter

Numerical properties of block Cholesky-like methods for solving symmetric quasi-definite linear systems

Okulicka-Dłuzewska, F., Kozera, R. & Smoktunowicz, A., 10 Jul 2018, International Conference of Numerical Analysis and Applied Mathematics, ICNAAM 2017. Tsitouras, C. & Simos, T. (eds.). American Institute of Physics, Vol. 1978. 110005

Research output: Chapter in Book/Conference paperConference paper

linear systems
factorization
25 Downloads (Pure)

One-Pass and Tree-Shaped Tableau Systems for TPTL and TPTLb+Past

Geatti, L., Gigante, N., Montanari, A. & Reynolds, M., 7 Sep 2018, Proceedings Ninth International Symposium on Games, Automata, Logics, and Formal Verification, GandALF 2018, Saarbrucken, Germany, 26-28th September 2018.. Orlandini, A. & Zimmermann, M. (eds.). Open Publishing Association, p. 176-190

Research output: Chapter in Book/Conference paperConference paper

Open Access
File
Temporal logic
Syntactics
Real time systems
Semantics
Planning

Partitioning SKA dataflows for optimal graph execution

Wu, C., Wicenec, A. & Tobar, R., 11 Jun 2018, Proceedings of the 9th Workshop on Scientific Cloud Computing, ScienceCloud 2018 - Co-located with HPDC 2018. USA: Association for Computing Machinery (ACM), a6

Research output: Chapter in Book/Conference paperConference paper

Scheduling
Engines
Pipelines
Radio astronomy
Radio telescopes

Performance analysis of vehicle detection techniques: A concise survey

Hanif, A., Mansoor, A. B. & Imran, A. S., 1 Jan 2018, Trends and Advances in Information Systems and Technologies. Reis, L. P., Rocha, A., Costanzo, S. & Adeli, H. (eds.). Austria: Springer-Verlag Wien, p. 491-500 10 p. (Advances in Intelligent Systems and Computing; vol. 746).

Research output: Chapter in Book/Conference paperConference paper

Real time systems
Lighting
Cameras
1 Citation (Scopus)

Phase Synchronization for the Mid-Frequency Square Kilometre Array Telescope

Schediwy, S. W., Gozzard, D. R., Stobie, S., Gravestock, C., Pulbrook, T., Whitaker, R., Alachkar, B., Malan, J. A., Boven, P. & Grainge, K., 24 Sep 2018, 2018 2nd URSI Atlantic Radio Science Meeting, AT-RASC 2018. IEEE, Institute of Electrical and Electronics Engineers, 8471412

Research output: Chapter in Book/Conference paperConference paper

Parabolic antennas
Radio telescopes
Telescopes
synchronism
Synchronization

Population based methods for optimising infinite behaviours of timed automata

Tolonen, L., French, T. & Reynolds, M., 1 Oct 2018, 25th International Symposium on Temporal Representation and Reasoning, TIME 2018. Norvag, K., Penczek, W. & Alechina, N. (eds.). Netherlands: Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, Vol. 120. p. 1-22

Research output: Chapter in Book/Conference paperConference paper

Open Access
File
Ant colony optimization
Real time systems
Explosions
Time delay
Scheduling

Profiling urban activity hubs using transit smart card data

Cardell-Oliver, R. & Povey, T., 7 Nov 2018, BuildSys 2018 - Proceedings of the 5th Conference on Systems for Built Environments. Ramachandran, G. S. & Batra, N. (eds.). USA: Association for Computing Machinery (ACM), p. 116-125 10 p.

Research output: Chapter in Book/Conference paperConference paper

Urban planning
Smart cards
Triangulation
Managers
Smart city

Reflective Field for Pixel-Level Tasks

Zhang, L., Kong, X., Shen, P., Zhu, G., Shah, S., Bennamoun, M. & Song, J., 10 Oct 2018, Reflective Field for Pixel-Level Tasks. IEEE, Institute of Electrical and Electronics Engineers, p. 529-534

Research output: Chapter in Book/Conference paperConference paper

Pixels
Volatile organic compounds
Semantics
Neural networks