Len Hamey

Most-cited papers

Autoencoder-based feature learning for cyber security applications
Mahmood Yousefi-Azar, Vijay Varadharajan, Len Hamey, Uday Tupakula
2017IEEE International Joint Conference on Neural Network301 citations
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Text summarization using unsupervised deep learning
Mahmood Yousefi-Azar, Len Hamey
2017Expert systems with applications232 citations
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Automatic Recognition of Student Engagement Using Deep Learning and Facial Expression
Omid Mohamad Nezami, M. Dras, Len Hamey, Deborah Richards +2 more
2018ECML/PKDD139 citations Open access
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XOR has no local minima: A case study in neural network error surface analysis
Len Hamey
1998Neural Networks65 citations
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Minimisation of data collection by active learning
T. Raychaudhuri, Len Hamey
1995International Conference on Neural Networks62 citations
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An architecture independent programming language for low-level vision
Len Hamey, J. Webb, I-Chen Wu
1989Computer Vision Graphics and Image Processing50 citations
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Malytics: A Malware Detection Scheme
Mahmood Yousefi-Azar, Len Hamey, Vijay Varadharajan, Shi-Ping Chen
2018IEEE Access43 citations Open access
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Automatic Number Plate Recognition for Australian Conditions
Len Hamey, Colin Priest
2005International Conference on Digital Image Computing: Techniques and Applications43 citations Open access
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From Chest X-Rays to Radiology Reports: A Multimodal Machine Learning Approach
Sonit Singh, Sarvnaz Karimi, K. Ho-Shon, Len Hamey
2019International Conference on Digital Image Computing: Techniques and Applications41 citations
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Designing a user-defined gesture vocabulary for an in-vehicle climate control system
H. J. Fariman, Hasan J. Alyamani, M. Kavakli, Len Hamey
2016Australasian Computer-Human Interaction Conference36 citations
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Colour bake inspection system using hybrid artificial neural networks
Jeffrey Yeh, Len Hamey, T. Westcott, Samuel K. Y. Sung
1995International Conference on Neural Networks36 citations
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Adversarial Attacks on Mobile Malware Detection
M. Shahpasand, Len Hamey, Dinusha Vatsalan, Min-Hui Xue
20192019 IEEE 1st International Workshop on Artificial Intelligence for Mobile (AI4Mobile)35 citations
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Convolutional Neural Networks for Prostate Magnetic Resonance Image Segmentation
Tahereh Hassanzadeh, Len Hamey, K. Ho-Shon
2019IEEE Access33 citations Open access
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Pancam: In-Service Inspection of Locomotive Pantographs
Len Hamey, Timothy Watkins, Simon Wong Too Yen
2007International Conference on Digital Image Computing: Techniques and Applications32 citations
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Face-Cap: Image Captioning using Facial Expression Analysis
Omid Mohamad Nezami, M. Dras, Peter Anderson, Len Hamey
2018ECML/PKDD31 citations
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Low-level vision on Warp and the apply programming model. Technical report
Len Hamey, J. Webb, I-Chen Wu
198731 citations
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Teaching secure communication protocols using a game representation
Len Hamey
200324 citations
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From conventional control to autonomous intelligent methods
T. Raychaudhuri, Len Hamey, R. Bell
199624 citations
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Show, tell and summarise: learning to generate and summarise radiology findings from medical images
Sonit Singh, Sarvnaz Karimi, K. Ho-Shon, Len Hamey
2021Neural computing & applications (Print)21 citations
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Modality Classification and Concept Detection in Medical Images Using Deep Transfer Learning
Sonit Singh, K. Ho-Shon, Sarvnaz Karimi, Len Hamey
2018Image and Vision Computing New Zealand21 citations
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Rog-O-Matic : a belligerent expert system
M. Mauldin, Guy Jacobson, Andrew W. Appel, Len Hamey
198321 citations
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Towards Generating Stylized Image Captions via Adversarial Training
Omid Mohamad Nezami, M. Dras, Stephen Wan, Cécile Paris +1 more
2019Pacific Rim International Conference on Artificial Intelligence20 citations Open access
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Analysis of the error surface of the XOR network with two hidden nodes
Len Hamey
199615 citations
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Pre-processing colour images with a self-organising map: baking curve identification and bake image segmentation
Len Hamey, Jeffrey Yeh, T. Westcott, Samuel K. Y. Sung
1998Proceedings. Fourteenth International Conference on Pattern Recognition (Cat. No.98EX170)14 citations
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Comments on "Can backpropagation error surface not have local minima?"
Len Hamey
1994IEEE Trans. Neural Networks13 citations
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Respect Your Parents: How Attribution and Rewriting Can Get Along
A. Sloane, Matthew Roberts, Len Hamey
2014Software Language Engineering12 citations
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ISAR Ship Classification Using Transfer Learning
Weiliang Zhao, Anthony Heng, L. Rosenberg, Si Tran Nguyen +2 more
2022International Radar Conference11 citations
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Computer analysis of regular repetitive textures
Len Hamey, T. Kanade
198911 citations
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Classification of ISAR Ship Imagery Using Transfer Learning
L. Rosenberg, Weiliang Zhao, Anthony Heng, Len Hamey +2 more
2024IEEE Transactions on Aerospace and Electronic Systems10 citations
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Multimodal Brain Tumour Segmentation using Densely Connected 3D Convolutional Neural Network
M. Ghaffari, A. Sowmya, R. Oliver, Len Hamey
2019International Conference on Digital Image Computing: Techniques and Applications10 citations
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Learning Latent Byte-Level Feature Representation for Malware Detection
Mahmood Yousefi-Azar, Len Hamey, Vijay Varadharajan, Shi-Ping Chen
2018International Conference on Neural Information Processing10 citations
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A Functional Approach to Border Handling in Image Processing
Len Hamey
2015International Conference on Digital Image Computing: Techniques and Applications10 citations
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Active Learning for Nonlinear System Identification and Control
T. Raychaudhuri, Len Hamey
199610 citations
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The structure of neural network error surfaces
Len Hamey
199510 citations
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Registration Based Data Augmentation for Multiple Sclerosis Lesion Segmentation
Ava Assadi Abolvardi, Len Hamey, K. Ho-Shon
2019International Conference on Digital Image Computing: Techniques and Applications9 citations
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Object Recognition, A Survey of the Literature
Christopher G. Perrott, Len Hamey
19919 citations
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Deep Learning for Domain Adaption: Engagement Recognition
Omid Mohamad Nezami, Len Hamey, Deborah Richards, M. Dras
2018arXiv.org8 citations
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Query-Based Single Document Summarization Using an Ensemble Noisy Auto-Encoder
Mahmood Yousefi Azar, Kairit Sirts, Diego Mollá Aliod, Len Hamey
2015Australasian Language Technology Association Workshop8 citations
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Improved Reconstruction of Flutter Shutter Images for Motion Blur Reduction
A. Sarker, Len Hamey
20102010 International Conference on Digital Image Computing: Techniques and Applications8 citations
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Baked product classification with the use of a self-organising map
T. Raychaudhuri, Jeffrey Yeh, Len Hamey, T. Westcott
19958 citations
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Computer perception of repetitive textures
Len Hamey
19888 citations
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Improved deep learning-based classification of mine-like contacts in sonar images from autonomous underwater vehicles
A. Bouzerdoum, P. Chapple, M. Dras, Yi Guo +8 more
20197 citations
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A connectionist approach to quality assessment of food products
T. Raychaudhuri, Jeffrey Yeh, Len Hamey, Samuel K. Y. Sung +1 more
19957 citations
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A Programmer''s Guide to the Generalized Image Library
Len Hamey, H. Printz, D. Reece, R. Hyre +1 more
19907 citations
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Mutual Information and Feature Importance Gradient Boosting: Automatic byte n‐gram feature reranking for Android malware detection
Mahmood Yousefi-Azar, V. Varadharajan, Len Hamey, Shi-Ping Chen
2021Software, Practice & Experience6 citations
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Biomedical Concept Detection in Medical Images: MQ-CSIRO at 2019 ImageCLEFmed Caption Task
Sonit Singh, Sarvnaz Karimi, K. Ho-Shon, Len Hamey
2019Conference and Labs of the Evaluation Forum6 citations
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Byte2vec: Malware Representation and Feature Selection for Android
Mahmood Yousefi-Azar, Len Hamey, Vijay Varadharajan, Shi-Ping Chen
2019Computer/law journal6 citations
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Using the Security Protocol Game to teach computer network security
Len Hamey
20126 citations
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Implementing a Domain-Specific Language Using Stratego/XT: An Experience Paper
Len Hamey, Shirley Goldrei
2008LDTA@ETAPS6 citations Open access
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Fast, Automatic and Scalable Learning to Detect Android Malware
Mahmood Yousefi-Azar, Len Hamey, Vijay Varadharajan, Mark D. McDonnell
2017International Conference on Neural Information Processing5 citations
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