• 300 Citations
  • 9 h-Index
1989 …2021

Research output per year

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Research Outputs

2020

A survey on anomalous behavior detection for elderly care using dense-sensing networks

Deep, S., Zheng, X., Karmakar, C., Yu, D., Hamey, L. & Jin, J., 2020, In : IEEE Communications Surveys and Tutorials. 22, 1, p. 352-370 19 p.

Research output: Contribution to journalArticle

2019

Adversarial attacks on mobile malware detection

Shahpasand, M., Hamey, L., Vatsalan, D. & Xue, M., 21 Mar 2019, AI4Mobile 2019 - 2019 IEEE 1st International Workshop on Artificial Intelligence for Mobile. Liu, Y., Ma, L., Li, L. & Xue, M. (eds.). Piscataway NJ: Institute of Electrical and Electronics Engineers (IEEE), p. 17-20 4 p. 8672711

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

Biomedical concept detection in medical images: MQ-CSIRO at 2019 ImageCLEFmed caption task

Singh, S., Karimi, S., Ho-Shon, K. & Hamey, L., 9 Sep 2019, CLEF 2019 Working Notes: Working Notes of CLEF 2019 - Conferenceand Labs of the Evaluation Forum. Cappellato, L., Ferro, N., Losada, D. E. & Müller, H. (eds.). Aachen, Germany, p. 1-15 15 p. 131. (CEUR Workshop Proceedings; vol. 2380).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

Open Access
File
1 Citation (Scopus)
4 Downloads (Pure)

Convolutional neural networks for prostate magnetic resonance image segmentation

Hassanzadeh, T., Hamey, L. G. C. & Ho-Shon, K., 13 Mar 2019, In : IEEE Access. 7, p. 36748-36760 13 p., 8666973.

Research output: Contribution to journalArticle

Open Access

Face-Cap: image captioning using facial expression analysis

Mohamad Nezami, O., Dras, M., Anderson, P. & Hamey, L., 2019, Machine Learning and Principles and Practice of Knowledge Discovery in Databases: European Conference, ECML-PKDD 2018. Proceedings, Part I. Berlingerio, M., Bonchi, F., Gärtner, T., Hurley, N. & Ifrim, G. (eds.). Cham, Switzerland: Springer, Springer Nature, p. 226-240 15 p. (Lecture Notes in Artificial Intelligence; vol. 11051).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

3 Citations (Scopus)

From chest X-rays to radiology reports: a multimodal machine learning approach

Singh, S., Karimi, S., Ho-Shon, K. & Hamey, L., 2019, Proceedings - 2019 Digital Image Computing: Techniques and Applications, DICTA 2019. Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

Impact of MRI protocols on Alzheimer's disease detection

Alam, S., Hamey, L. & Ho-Shon, K., 16 Jan 2019, 2018 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2018. Murshed, M., Paul, M., Asikuzzaman, M., Pickering, M., Natu, A., Robles-Kelly, A., You, S., Zheng, L. & Rahman, A. (eds.). Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), 8 p. 8615774

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

Multimodal brain tumour segmentation using densely connected 3D convolutional neural network

Ghaffari, M., Sowmya, A., Oliver, R. & Hamey, L., 2019, 2019 Digital Image Computing: Techniques and Applications (DICTA). Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

Registration based data augmentation for multiple sclerosis lesion segmentation

Abolvardi, A. A., Hamey, L. & Ho-Shon, K., 2019, 2019 Digital Image Computing: Techniques and Applications, DICTA 2019. Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

Towards generating stylized image captions via adversarial training

Mohamad Nezami, O., Dras, M., Wan, S., Paris, C. & Hamey, L., 1 Jan 2019, PRICAI 2019: Trends in Artificial Intelligence - 16th Pacific Rim International Conference on Artificial Intelligence, Proceedings, Part I. Nayak, A. C. & Sharma, A. (eds.). Switzerland: Springer-VDI-Verlag GmbH & Co. KG, p. 270-284 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11670 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

2018

Learning latent byte-level feature representation for malware detection

Yousefi-Azar, M., Hamey, L., Varadharajan, V. & Chen, S., 16 Dec 2018, Neural Information Processing: 25th International Conference, ICONIP 2018, Proceedings, Part IV. Cheng, L., Leung, A. C. S. & Ozawa, S. (eds.). Switzerland: Springer-VDI-Verlag GmbH & Co. KG, p. 568-578 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11304 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

Malytics: a malware detection scheme

Yousefi-Azar, M., Hamey, L. G. C., Varadharajan, V. & Chen, S., 28 Sep 2018, In : IEEE Access. 6, p. 49418-49431 14 p.

Research output: Contribution to journalArticle

Open Access
5 Citations (Scopus)

Modality classification and concept detection in medical images using deep transfer learning

Singh, S., Ho-Shon, K., Karimi, S. & Hamey, L., 2018, 2018 International Conference on Image and Vision Computing New Zealand, IVCNZ 2018. Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), Vol. 2018-November. p. 1-9 9 p. 8634803

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

1 Citation (Scopus)

Survey: big data applications in biomedical research

Bachiller, Y., Busch, P., Kavakli, M. & Hamey, L., 2018, ICCAE 2018: Proceedings of 2018 10th International Conference on Computer and Automation Engineering. Association for Computing Machinery, Vol. 2018-April. p. 174-178 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

2017

Autoencoder-based feature learning for cyber security applications

Yousefiazar, M., Varadharajan, V., Hamey, L. & Tupakula, U., 30 Jun 2017, International Joint Conference on Neural Networks. Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), p. 3854-3861 8 p. 7966342

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

41 Citations (Scopus)

Fast, automatic and scalable learning to detect android malware

Yousefi-Azar, M., Hamey, L., Varadharajan, V. & McDonnell, M. D., 2017, Neural Information Processing: 24th International Conference, ICONIP 2017, Guangzhou, China, November 14–18, 2017. Proceedings, Part V. Liu, D., Xie, S., Li, Y., Zhao, D. & El-Alfy, E-S. M. (eds.). Springer, Springer Nature, p. 848-857 10 p. (Lecture Notes in Computer Science; vol. 10638).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

4 Citations (Scopus)

Motion-keying based dynamical scene layering with adaptive learning

Liu, Z., Kavakli-Thorne, M., McCallum, S. & Hamey, L., 18 Feb 2017, ICCAE 2017 : Proceedings of 2017 9th International Conference on Computer and Automation Engineering. Association for Computing Machinery, Vol. Part F127852. p. 111-115 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

1 Citation (Scopus)

Semi-supervised detection of student engagement

Mohamad Nezami, O., Richards, D. & Hamey, L., 16 Jul 2017, PACIS 2017: Proceedings of 21st Pacfici-Asia Conference on Information Systems. Atlanta, GA: AIS Electronic Library (AISeL), p. 2-8 7 p. 157

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

Text summarization using unsupervised deep learning

Yousefi-Azar, M. & Hamey, L., 1 Feb 2017, In : Expert Systems With Applications. 68, p. 93-105 13 p.

Research output: Contribution to journalArticle

59 Citations (Scopus)
2016

Designing a user-defined gesture vocabulary for an in-vehicle climate control system

Fariman, H. J., Alyamani, H. J., Kavakli, M. & Hamey, L., 29 Nov 2016, Proceedings of the 28th Australian Computer-Human Interaction Conference, OzCHI 2016. Parker, C. (ed.). New York, NY: Association for Computing Machinery, Inc, p. 391-395 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

7 Citations (Scopus)
2015

A functional approach to border handling in image processing

Hamey, L. G. C., 2015, 2015 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2015. Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), p. 15-22 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

1 Citation (Scopus)
2014

Respect your parents: How attribution and rewriting can get along

Sloane, A. M., Roberts, M. & Hamey, L. G. C., 2014, Software language engineering: 7th International Conference, SLE 2014, Västerås, Sweden, September 15-16, 2014 Proceedings. Combemale, B., Pearce, D. J., Barais, O. & Vinju, J. J. (eds.). Switzerland: Springer, Springer Nature, Vol. 8706. p. 191-210 20 p. ( Lecture Notes in Computer Science; vol. 8706).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

4 Citations (Scopus)
2013

An evaluation of a pure embedded domain-specific language for strategic term rewriting

Premaratne, S., Sloane, A. M. & Hamey, L. G. C., 2013, Formal and Practical Aspects of Domain-Specific Languages: Recent Developments. Mernik, M. (ed.). Hershey, PA: IGI Global, p. 81-108 28 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Citation (Scopus)
2011

Bucket attack on numeric set watermarking model and safeguards

Gupta, G., Pieprzyk, J. & Hamey, L., May 2011, In : Information Security Technical Report. 16, 2, p. 59-66 8 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)
2010

Improved reconstruction of flutter shutter images for motion blur reduction

Sarker, A. & Hamey, L. G. C., 2010, Proceedings - 2010 Digital Image Computing: Techniques and Applications, DICTA 2010. Zhang, J., Shen, C. & Geers, G. (eds.). Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), p. 417-422 6 p. 5692598

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

Open Access
File
6 Citations (Scopus)
35 Downloads (Pure)
2009

Luminescent microspheres resolved from strong background on an automated time-gated luminescence microscopy workstation

Hamey, L. G. C., Connally, R. E., Yen, S. W. T., Lawson, T. S., Piper, J. A. & Iredell, J., Dec 2009, DICTA 2009 - Digital Image Computing: Techniques and Applications. Shi, H., Zhang, Y., Bottema, M. J., Lovell, B. C. & Maeder, A. J. (eds.). Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), p. 223-228 6 p. 5384977

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

Open Access
File
2 Citations (Scopus)
6 Downloads (Pure)

Radiometric camera calibration

Hamey, L. G. C., 2009, Wiley encyclopedia of computer science and engineering. Wah, B. W. (ed.). Hoboken, N.J.: John Wiley & Sons, Vol. 4. p. 2329-2338 10 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2008

Implementing a Domain-Specific Language using Stratego/XT: An Experience Paper

Hamey, L. G. C. & Goldrei, S. N., 1 Apr 2008, In : Electronic Notes in Theoretical Computer Science. 203, 2, p. 37-51 15 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)
2007

Efficient image processing with the apply language

Hamey, L. G. C., 2007, Proceedings - Digital Image Computing Techniques and Applications: 9th Biennial Conference of the Australian Pattern Recognition Society, DICTA 2007. Bottema, M. J., Maeder, A., Redding, N. & van der Hengel, A. (eds.). Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), p. 533-540 8 p. 4426843

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

Open Access
File
2 Citations (Scopus)
2 Downloads (Pure)

Pancam: In-service inspection of locomotive pantographs

Hamey, L. G. C., Watkins, T. & Yen, S. W. T., 2007, Proceedings - Digital Image Computing Techniques and Applications: 9th Biennial Conference of the Australian Pattern Recognition Society, DICTA 2007. Bottema, M. J., Maeder, A., Redding, N. & van der Hengel, A. (eds.). Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), p. 493-499 7 p. 4426837

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

Open Access
File
27 Citations (Scopus)
38 Downloads (Pure)

Pantograph damage and wear monitoring system

Hamey, L. G. C., Wesche, D. & Watkins, T., 23 Aug 2007, Patent No. AU2007904219, 6 Aug 2007

Research output: Patent

2005

Automatic number plate recognition for Australian conditions

Hamey, L. G. C. & Priest, C., Dec 2005, Proceedings of the Digital Imaging Computing: Techniques and Applications, DICTA 2005. Lovell, B. C., Maeder, A. J., Caelli, T. & Ourselin, S. (eds.). Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), p. 87-94 8 p. 1578112

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

17 Citations (Scopus)

Simultaneous estimation of camera response function, target reflectance and irradiance values

Hamey, L. G. C., Dec 2005, Digital Image Computing: Techniques and Applications (DICTA'05). Lovell, B. C., Maeder, A. J., Caelli, T. & Ourselin, S. (eds.). Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), p. 51-58 8 p. 1578107

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

1 Citation (Scopus)
2003

Teaching Secure Data Communications Using a Game Representation

Hamey, L., 2003, Computing education 2003. Greening, T. & Lister, R. (eds.). Sydney: Australian Computer Society, p. 187-196 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

Using the Security Protocol Game to Teach Computer Network Security

Hamey, L., 2003, Proceedings of improving learning outcomes through flexible science teaching. Placing, K. (ed.). Sydney: UniServe Science, p. 96-101 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

2002

A simulation game for teaching secure data communications protocols

Hamey, L. G. C., 2002, Celebrating teaching at Macquarie. North Ryde, NSW: Macquarie University

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

Open Access
File
3 Downloads (Pure)
1998

Developing FFNN applications using cross-validated validation training

Yeh, J., Hamey, L. & Westcott, T., 1998, Proceedings of the 2nd IEEE International Conference on Intelligent Processing Systems. Liu, Z. & Verma, B. (eds.). Gold Coast: Griffith University, Australia, p. 565-569 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

Pre-processing colour images with a self-organising map: baking curve identification and bake image segmentation

Hamey, L., Yeh, J. C. H., Westcott, T. & Sung, S. K. Y., 1998, Proceedings, fourteenth international conference on pattern recognition. Jain, A. K., Venkatesh, S. & Lovell, B. C. (eds.). Los Alamitos, CA: Institute of Electrical and Electronics Engineers (IEEE), Vol. 2. p. 1771-1775 5 p. (International conference on pattern recognition).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

XOR has no local minima: A case study in neural network error surface analysis

Hamey, L. G. C., Jun 1998, In : Neural Networks. 11, 4, p. 669-681 13 p.

Research output: Contribution to journalArticle

38 Citations (Scopus)
1997

Active learning - Approaches and issues

RayChaudhuri, T. & Hamey, L. G. C., 1997, In : Journal of Intelligent Systems. 7, 3-4, p. 205-243 39 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

MINNI: micromouse incorporating neural network intelligence

Gibb, J. & Hamey, L., 1997, Proceedings of the 20th Australasian Computer Science Conference. p. 194-201 8 p. (Australian Computer Science Communications; vol. 19, no. 1).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

Objective bake assessment using image analysis and artificial intelligence

Hamey, L., Yeh, J. & Ng, C., 1997, Cereals '97 : proceedings of the 47th Australian Cereal Chemistry Conference held in Perth,14th to18th September, 1997. Tarr, A. W., Ross, A. S. & Wrigley, C. W. (eds.). North Melbourne: Royal Australian Chemical Institute, p. 180-184 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

Photometric stereo using extended rectangular lights

Pleasants, A. & Hamey, L., 1997, DICTA'97 and IVCNZ'97 : theme, new dimensions in imaging : proceedings of the first joint Australia &​ New Zealand biennial conference on digital image &​ vision computing - techniques and applications, 10-12 December 1997, Massey University, Albany Campus, Albany, Auckland, New Zealand. Palmerston North: Massey University, p. 533-538 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

1996

Accurate modelling with minimised data collection - an active learning algorithm

Raychaudhuri, T. & Hamey, L., 1996, Proceedings of the Seventh Australian Conference on Neural Networks. Bartlett, P., Burkitt, A. & Williamson, R. C. (eds.). Canberra: ANU, p. 11-15 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

Active learning for nonlinear system identification and control

Raychaudhuri, T. & Hamey, L., 1996, Proceedings of the 13th World Congress : International Federation of Automatic Control, San Francisco, USA, 30th June-5th July 1996. Gertler, J. J., Cruz, J. B. & Peshkin, J. . M. (eds.). Pergamon, p. 193-197 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

Analysis of the error surface of the XOR network with two hidden nodes

Hamey, L., 1996, Proceedings of the Seventh Australian Conference on Neural Networks : ACNN'96, Canberra, 10-12 April 1996. Bartlett, P., Burkitt, A. & Williamson, R. (eds.). Canberra: ANU, p. 179-183 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

Data recognition system

Westcott, C. T. & Hamey, L., 1996, IPC No. G01N 33/10 (2006.01), G06T 7/00 (2006.01), Patent No. WO/1996/018975, Priority date 13 Dec 1994, Priority No. PN 0023

Research output: Patent

From conventional control to autonomous intelligent methods

Raychaudhuri, T., Hamey, L. & Bell, R., Oct 1996, In : IEEE Control Systems. 16, 5, p. 78-84 7 p.

Research output: Contribution to journalArticle

10 Citations (Scopus)

Results on weight configurations that are not local minima in feed-forward neural networks

Hamey, L., 1996, Proceedings of the Seventh Australian Conference on Neural Networks : ACNN'96, Canberra, 10-12 April 1996. Bartlett, P., Burkitt, A. & Williamson, R. (eds.). Canberra: ANU, p. 173-178 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution