Research Output 1959 2019

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2019

Deep learning for scene understanding

Nadeem, U., Shah, S. A. A., Sohel, F., Togneri, R. & Bennamoun, M., 19 Mar 2019, Handbook of deep learning applications. Balas, V. E., Roy, S. S., Sharma, D. & Samui, P. (eds.). Cham: Springer, p. 21-51 27 p. (Smart Innovation, Systems and Technologies; vol. 136).

Research output: Chapter in Book/Conference paperChapter

Computer vision
Neural networks
Network architecture
Hardware
Deep learning

From Flocs to Flocks

Algar, S. D., Stemler, T. & Small, M., 2019, MATHEMATICAL MODELING APPROACH FROM NONLINEAR DYNAMICS TO COMPLEX SYSTEMS. Macau, EEN. (ed.). Springer International Publishing AG, p. 157-175 19 p. (Nonlinear Systems and Complexity; vol. 22).

Research output: Chapter in Book/Conference paperChapter

2018

A discrete element method for modelling cell mechanics: Application to the simulation of chondrocyte behavior in the growth plate

Joldes, G. R., Bourantas, G. C., Wittek, A., Miller, K., Smith, D. W. & Gardiner, B. S., 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.). Switzerland: Springer International Publishing AG, p. 93-103 11 p.

Research output: Chapter in Book/Conference paperChapter

Growth Plate
Chondrocytes
Mechanics
Finite difference method
Mechanical Phenomena
3 Citations (Scopus)

Computer Vision for Human-Machine Interaction

Ke, Q., Liu, J., Bennamoun, M., An, S., Sohel, F. & Boussaid, F., 2018, Computer Vision for Assistive Healthcare. Marco, L. & Farinella, G. M. (eds.). Academic Press, p. 127-145

Research output: Chapter in Book/Conference paperChapter

Gesture recognition
Computer vision
User interfaces
Neural networks
Communication

Emission of correlated electron pairs from surfaces induced by photons, positrons and ions

Samarin, S., Artamonov, O. & Williams, J., 2018, Springer Series in Surface Sciences. Samarin, S., Artamonov, O. & Williams, J. (eds.). Switzerland: Springer-Verlag Wien, p. 203-223 21 p. (Springer Series in Surface Sciences; vol. 67).

Research output: Chapter in Book/Conference paperChapter

Positrons
Photons
Ions
Electron correlations
Particle interactions
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

Maximum principal AAA wall stress is proportional to wall thickness

Miller, K., Joldes, G. R., Qian, J., Patel, A. P., Jung, M. S., Tavner, A. C. R. & Wittek, A., 14 May 2018, Computational Biomechanics for Medicine: Measurements, Models, and Predictions. Nielsen, P. M. F., Miller, K., Joldes, G. R., Wittek, A., Doyle, B. & Nash, M. P. (eds.). Switzerland: Springer International Publishing AG, p. 43-53 11 p.

Research output: Chapter in Book/Conference paperChapter

Abdominal Aortic Aneurysm
Rupture
Asymptomatic Diseases
Biomechanical Phenomena
biodynamics

Sensing-Based Leak Quantification Techniques in Water Distribution Systems

Shiddiqi, A. M., Cardell-Oliver, R. M. & Datta, A., 2018, Smart Water Grids: A Cyber-Physical Systems Approach. Tsakalides, P., Panousopoulou, A., Tsagkatakis, G. & Montestruque, L. (eds.). Boca Raton, USA: CRC Press, p. 129-147

Research output: Chapter in Book/Conference paperChapter

2017

Deep Learning for Coral Classification

Mahmood, A., Bennamoun, M., An, S., Sohel, F., Boussaid, F., Hovey, R., Kendrick, G. & Fisher, R., 2017, Handbook of Neural Computation. Samui, P., Roy, S. S. & Balas, V. E. (eds.). London: Academic Press, p. 383-401

Research output: Chapter in Book/Conference paperChapter

Deep neural networks for mobile person recognition with audio-visual signals

Alam, M., Bennamoun, M., Togneri, R. & Sohel, F., Sep 2017, Mobile Biometrics. Guo, G. & Wechsler, H. (eds.). London: The Institution of Engineering and Technology, p. 97-129 (IET Book Series on Advances in Biometrics).

Research output: Chapter in Book/Conference paperChapter

Biometrics
Face recognition
Mobile phones
Deep neural networks
2016

A general model for studying time evolution of transition networks

Zhan, C., Tse, C. K. & Small, M., 2016, Complex Systems and Networks: Dynamics, Controls and Applications. J. L. Z. Y. G. C. W. Y. (ed.). Springer, Vol. 73. p. 373-393 21 p. (Understanding Complex Systems).

Research output: Chapter in Book/Conference paperChapter

propagation
simulation
1 Citation (Scopus)

Domain Wall Motion in Nanostructures

Sampaio, J., Grollier, J. & Metaxas, P. J., 2016, Magnetism of Surfaces, Interfaces, and Nanoscale Materials, 1st Edition. Camley, R. E., Celinski, Z. & Stamps, R. L. (eds.). Netherlands: Elsevier, Vol. 5. p. 335-370 36 p. (HandBook of Surface Science).

Research output: Chapter in Book/Conference paperChapter

Spline smoothing

Turlach, B., 15 Feb 2016, Wiley StatsRef: Statistics Reference Online. John Wiley & Sons, p. 1-8 8 p.

Research output: Chapter in Book/Conference paperChapter

Spline Smoothing
Spline
Wavelet Estimator
Regression Splines
Penalized Splines

The design and testing of multifunctional nanoparticles for drug delivery applications

Clemons, T. D., Viola, H. M., House, M. J., Hool, L. C. & Swaminatha Iyer, K., 22 Jan 2016, Nanomaterials: Science and Applications. Kane, D. M., Micolich, A. & Roger, P. (eds.). Pan Stanford Publishing Pte. Ltd, p. 1-60

Research output: Chapter in Book/Conference paperChapter

Open Access
Drug delivery
Nanoparticles
Testing
Pharmaceutical Preparations
Peptides
1 Citation (Scopus)

Visual Speech Feature Representations: Recent Advances

Sui, C., Bennamoun, M. & Togneri, R., 2016, Advances in Face Detection and Facial Image Analysis. Kawulok, M., Celebi, E. & Smolka, B. (eds.). USA: Springer US, p. 377-396 20 p.

Research output: Chapter in Book/Conference paperChapter

2015

Drilling and Blasting in coal mining

Karpuz, C. & Basarir, H., 2015, Coal Production and Processing Technology. M. R. R. R. G. (ed.). Boca Raton: CRC Press, p. 103-125 23 p.

Research output: Chapter in Book/Conference paperChapter

2014

Chapter 5: Fire Suppression and Safety. Evaluating wildfire simulators using historical fire data

Milne, G., Kelso, J., Murphy, M. & Mellor, D., 2014, Advanced in Forest Fire Research. Viegas, D. X. (ed.). Coimbra Portugal: Coimbra University Press, Portugal, p. 1366 - 1375

Research output: Chapter in Book/Conference paperChapter

3 Citations (Scopus)

Optimized reconfigurable autopilot design for an aerospace CPS

Khan, A., Khan, Z. & Khan, S., 2014, Studies in Computational Intelligence. Kacprzyk, J. (ed.). Springer, Vol. 540. p. 381-420

Research output: Chapter in Book/Conference paperChapter

Fault tolerance
Robustness (control systems)
Security systems
Actuators
Automation

Terahertz for the Detection of Skin Cancer

Joseph, C., Fan, S., Pickwell-Macpherson, E. & Wallace, V., 13 Jun 2014, Terahertz Biomedical Science and Technology. Son, J-H. (ed.). Baco Raton: CRC Press, p. 279–296

Research output: Chapter in Book/Conference paperChapter

2013
2 Citations (Scopus)

3D Face Surface Analysis and Recognition Based on Facial Surface Features

Al-Osaimi, F. R. M. & Bennamoun, M., 2013, 3D Face Modeling, Analysis and Recognition. Daoudi, M., Srivastava, A. & Veltkamp, R. (eds.). Australia: John Wiley & Sons, Vol. nil. p. 39-76

Research output: Chapter in Book/Conference paperChapter

11 Citations (Scopus)

A topological approach for detecting Twitter communities with common interests

Lim, K. H. & Datta, A., 2013, Ubiquitous Social Media Analysis. Atzmueller, M., Chin, A., Helic, D. & Hotho, A. (eds.). Berlin: Springer, p. 23-43

Research output: Chapter in Book/Conference paperChapter

Marketing
4 Citations (Scopus)

Indiscrete Models: Model Building and Model Checking over Linear Time

French, T., Mccabe-Dansted, J. & Reynolds, M., 2013, Logic and Its Applications. Lodaya, K. (ed.). Chennai, India: Springer, Vol. 7750. p. 50-68 (Lodaya, Kamal).

Research output: Chapter in Book/Conference paperChapter

2012

3D Face Recognition

Mian, A. & Pears, N., 2012, 3D Imaging, Analysis and Applications. Pears, N., Liu, Y. & Bunting, P. (eds.). UK: Springer, p. 311-366

Research output: Chapter in Book/Conference paperChapter

Face recognition
Lighting
Invariance
Textures

A Systems Approach to Understanding Bone Cell Interactions in Health and Disease

Pivonka, P., Buenzli, P. & Dunstan, C. R., 2012, Cell Interation. Gowder, S. (ed.). USA: InTech, p. 169-204

Research output: Chapter in Book/Conference paperChapter

Celebrating Machinima: It's Show Time!

Jegathesan, J. J., 2012, Machinima: The Art and Practice of Virtual Filmmaking. Johnson, P. & Pettit, D. (eds.). Jefferson NC 28640, USA: McFarland & Company Inc, Publishers, p. 165-174

Research output: Chapter in Book/Conference paperChapter

Estimating Conceptual Similarities Using Distributed Representations and Extended Backpropagation

Dresisiger, P., Liu, W. & MacNish, C., 2012, Behavior Computing: Modeling, Analysis, Mining and Decision. Cao, L. & Yu, P. S. (eds.). UK: Springer, p. 127-142

Research output: Chapter in Book/Conference paperChapter

Interferometer Sensing and Control

Barriga, P., 2012, Advanced Gravitational Wave Detectors. DAVID, G. BLAIR., ERIC, J. HOWELL., LI, JU. & CHUNNONG, ZHAO. (eds.). USA: Cambridge University Press, p. 227-242

Research output: Chapter in Book/Conference paperChapter

Layout Analysis of Arabic Script Documents

Bukhari, S. S., Shafait, F. & Breuel, T. M., 2012, Guide to OCR for Arabic Scripts. Märgner, V. & El Abed, H. (eds.). London: Springer, p. 35-53

Research output: Chapter in Book/Conference paperChapter

Sources of Gravitational Waves

Blair, D. & Howell, E., 2012, Advanced Gravitational Wave Detectors. Blair, D. G., Ju, L., Zhao, C. & Howell, E. J. (eds.). USA: Cambridge University Press, p. 16-41

Research output: Chapter in Book/Conference paperChapter

2011

An Introduction to RNA Structure and Pseudoknot Prediction

Sperschneider, J. & Datta, A., 2011, Algorithms in Computational Molecular Biology: Techniques, Approaches and Applications. Elloumi, M. & Zomaya, A. (eds.). - ed. New Jersey, USA: John Wiley & Sons, p. 521-546 (Wiley Series on Bioinformatics: Computational Techniques and Engineering).

Research output: Chapter in Book/Conference paperChapter

Diagnosing Diseases with Rust: Magnetic Nanoparticles for Biomedical Imaging

Carroll, M., Woodward, R., House, M., St Pierre, T., Huffstetler, P., Miles, W., Davis, R. & Riffle, J., 2011, Nanotechnology in Australia: Showcase of Early Career Research. Kane, D., Micolich, A. & Rabeau, J. (eds.). N/A ed. USA: Pan Stanford Publishing, Vol. 1. p. 413 (Australian Research Council Nanotechnology Network).

Research output: Chapter in Book/Conference paperChapter

Measuring Effectiveness of Regulation Across a River System: A Welfare Approach

Coram, A. & Noakes, L., 2011, Infrastructure Regulation: What Works, Why and How Do We Know?. Jarvis, D. S. L., Ramesh, M., Wu, X. & Araral, J. E. (eds.). Singapore: World Scientific Publishing, p. 489-507

Research output: Chapter in Book/Conference paperChapter

Modeling Visual Saliency in Images and Videos

Hu, Y., Gopalakrishnan, V. & Rajan, D., 2011, Computer Vision for Multimedia Applications: Methods and Solutions. Wang, J., Cheng, J. & Jiang, S. (eds.). U.S.A.: IGI Global, p. 273-293

Research output: Chapter in Book/Conference paperChapter

Sparse Representation for View - Based Face Recognition

Naseem, I., Togneri, R. & Bennamoun, M., 2011, Advances in Face Image Analysis: Techniques and Technologies. Zhang, Y-J. (ed.). United States: IGI Global, p. 164-177

Research output: Chapter in Book/Conference paperChapter

2010

A Survey of State-of-the-Art Routing Protocols for Mobile Ad Hoc networks

Datta, A. & Soundaralakshmi, S., 2010, Mobile Intelligence. Yang, L. T., Waluyo, A. B., Ma, J., Tan, L. & Srinivasan, B. (eds.). New Jersey USA: John Wiley & Sons, Vol. 1. p. 3-25 (Wiley Series on Parallel and Distributed Computing).

Research output: Chapter in Book/Conference paperChapter

Chapter 28: Distributional modeling of pipeline leakage repair costs for a water utility company

Su, A., 2010, Handbook of Fitting Statistical Distributions with R. Karian, R. Z. & Dudewicz, E. (eds.). Boca Raton, USA: CRC Press, p. 1672

Research output: Chapter in Book/Conference paperChapter

Fitting GLDs and Mixture of GLDs to Data Using Quantile Matching Method

Su, S., 2010, Handbook of Fitting Statistical Distributions with R. Karian, Z. A. & Dudewicz, E. J. (eds.). http://www.crcnetbase.com/doi/book/10.1201/b10159: Chapman and Hall/CRC, p. 557-583

Research output: Chapter in Book/Conference paperChapter

Fitting GLD to Data Using GLDEX 1.0. in R

Su, S., 2010, Handbook of Fitting Statistical Distributions with R. Karian, Z. A. & Dudewicz, E. J. (eds.). http://www.crcnetbase.com/doi/book/10.1201/b10159: Chapman and Hall/CRC, p. 585-608

Research output: Chapter in Book/Conference paperChapter

13 Citations (Scopus)

Future Event Logic: Axioms and Complexity

Van Ditmarsch, H., French, T. & Pinchinat, S., 2010, Advances in modal logic. Beklemishev, L., Goranko, V. & Shehtman, V. (eds.). London UK: College Publications, Vol. 8. p. 77-99

Research output: Chapter in Book/Conference paperChapter

Modeling Strategies

Baddeley, A., 2010, Handbook of Spatial Statistics. Guttorp, P. (ed.). Boca Raton, USA: Chapman & Hall/CRC, p. 339-369 (Handbooks of Modern Statistical Methods).

Research output: Chapter in Book/Conference paperChapter

Multivariate and marked point processes

Baddeley, A., 2010, Handbook of Spatial Statistics. Guttorp, P. (ed.). Boca Raton, USA: Chapman & Hall/CRC, p. 371-402 (Handbooks of Modern Statistical Methods).

Research output: Chapter in Book/Conference paperChapter

Resonant Tunnelling Optoelectronic Circuits

Figueiredo, J., Romeira, B., Slight, T. & Ironside, C., 2010, Advances in Optical and Photonic Devices. Kim, K. Y. (ed.). Croatia: InTech, p. 173-206

Research output: Chapter in Book/Conference paperChapter

The Large Structure of the Universe Determined from Carmeli's Cosmology is an Accelerating Universe without Dark Matter

Hartnett, J., 2010, Relativity, Gravitation, Cosmology: New Developments. Dvoeglazov, V. (ed.). New York: Nova Science Publishers, p. 57-71

Research output: Chapter in Book/Conference paperChapter

4 Citations (Scopus)

The Transport of Insulin-like Growth Factor through Cartilage

Zhang, L., Gardiner, B., Smith, D., Pivonka, P. & Grodzinsky, A. J., 2010, Porous Media Applications in Biological Systems and Biotechnology. Vafai, K. (ed.). USA: CRC Press, p. 399-453

Research output: Chapter in Book/Conference paperChapter

2009

Biodynamics Analysis of Women's Gymnastics: Yurchenko Layout Vault

Koh, M. & Jennings, L., 2009, Applied Biomedical Engineering Mechanics. Ghista, D. N. (ed.). Florida, USA: CRC Press, p. 489-512

Research output: Chapter in Book/Conference paperChapter

Determination of Unithood and Termhood for Term Recognition

Wong, W. Y., Liu, W. & Bennamoun, M., 2009, Handbook of Research on Text and Web Mining Technologies. Song, M. & Wu, Y. B. (eds.). USA: IGI Global, Vol. 2. p. 500-529

Research output: Chapter in Book/Conference paperChapter

Featureless Data Clustering

Wong, W. Y., Liu, W. & Bennamoun, M., 2009, Handbook of Research on Text and Web Mining Technologies. Song, M. & Wu, Y. B. (eds.). USA: IGI Global, Vol. 1. p. 141-164

Research output: Chapter in Book/Conference paperChapter

Infant Mortality of Star Clusters: on the Origin of the Diffuse UV Emission

Pellerin, A., Meyer, M., Harris, J. & Calzetti, D., 2009, Astrophysics and Space Science Proceedings. Dagostino, M. C., Bertone, E., Gonzalez, D. R. & Rodriquez-Merino, L. H. (eds.). USA: Springer, p. 141-146

Research output: Chapter in Book/Conference paperChapter

Occurrence of Patterns and Motifs in Random Strings

Stefanov, V., 2009, Scan Statistics Methods and Applications. Glaz, J., Pozynyakov, V. & Wallenstein, S. (eds.). USA: Birkhauser Boston, p. 351-367

Research output: Chapter in Book/Conference paperChapter

Spin Waves in multilayered and patterned magnetic structures

Grigorieva, N., Kalinikos, B., Kostylev, M. & Stashkevich, A., 2009, Theory and Phenomonena of Metmaterials. Capolino, F. (ed.). USA: CRC Press, p. 1-68

Research output: Chapter in Book/Conference paperChapter