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Wavelet-based extended morphological profile and deep autoencoder for hyperspectral image classification Journal article
INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2018,Volume: 16,Issue: 3
Authors:  Luo, Huiwu;  Tani, Yuan Yan;  Biuk-Aghai, Robert P.;  Yang, Xu;  Yang, Lina;  Wang, Yi
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Wavelet transform  deep autoencoder  neuronal network  mathematical morphology  feature extraction  
Creating realistic map-like visualisations: Results from user studies Journal article
JOURNAL OF VISUAL LANGUAGES AND COMPUTING, 2017,Volume: 43,Page: 60-70
Authors:  Pang, Patrick Cheong-Iao;  Biuk-Aghai, Robert P.;  Yang, Muye;  Pang, Bin
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Maps  Information visualisation  Map-like visualisation  Hexagon tiling algorithm  
Hyperspectral Image Classification Using Metric Learning in One-Dimensional Embedding Framework Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017,Volume: 10,Issue: 5,Page: 1987-2001
Authors:  Luo, Huiwu;  Tang, Yuan Yan;  Wang, Yulong;  Wang, Jianzhong;  Biuk-Aghai, Robert P.;  Pan, Jianjia;  Liu, Runzong;  Yang, Lina
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1-d Manifold Embedding (1dme)  Hyperspectral Image (Hsi) Classification  Metric Learning  Smooth Ordering  
Lightweight feature selection methods based on standardized measure of dispersion for mining big data Conference paper
2016 IEEE International Conference on Computer and Information Technology (CIT), Nadi, Fiji, 8-10 Dec. 2016
Authors:  Simon Fong;  Robert P. Biuk-Aghai;  Yain-Whar Si
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Big Data  Classification  Feature Selection  
Financial time series pattern matching with extended UCR Suite and Support Vector Machine Journal article
Expert Systems with Applications, 2016,Volume: 55,Page: 284-296
Authors:  Xueyuan Gong;  Yain-Whar Si;  Simon Fong;  Robert P. Biuk-Aghai
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Financial Time Series  Perceptually Important Points  Subsequence Matching  Support Vector Machine  Ucr Suite  
Run-based exception prediction for workflows Journal article
Journal of Systems and Software, 2016,Volume: 113,Page: 59-75
Authors:  Yain-Whar Si;  Kin-Kuan Hoi;  Robert P. Biuk-Aghai;  Simon Fong;  Defu Zhang
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Run  Temporal Exception Prediction  Workflow  
A Modular Approach for Implementation of Honeypots in Cyber Security Journal article
International Journal of Applied Engineering Research, 2016,Volume: 11,Issue: 8,Page: 5446-5451
Authors:  Muneeb Mirza;  Muhammad Usman;  Robert P. Biuk-Aghai;  Simon Fong
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Antimalware  Antivirus  Cyber Security  Honeypots  Intrusion Detection System  Network Security  Signature  
Normalized Cross-Match: Pattern Discovery Algorithm from Biofeedback Signals Conference paper
TRENDS AND APPLICATIONS IN KNOWLEDGE DISCOVERY AND DATA MINING (PAKDD 2016), Auckland, New Zealand, April 19, 2016
Authors:  Xueyuan Gong;  Simon Fong;  Yain-Whar Si;  Robert P. Biuk-Aghai;  Raymond K. Wong;  Athanasios V. Vasilakos
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Crossmatch  Ncm  Pattern Discovery  Time-series Streams  
A map-like visualisation method based on liquid modelling Journal article
Journal of Visual Languages and Computing, 2015,Volume: 31,Page: 87-103
Authors:  Robert P. Biuk-Aghai;  Muye Yang;  Patrick Cheong-Iao Pang;  Wai Hou Ao;  Simon Fong;  Yain-Whar Si
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Category Hierarchy  Information Visualisation  Liquid Modelling  Map  Polygon Expansion  Wikipedia  
A Lightweight Data Preprocessing Strategy with Fast Contradiction Analysis for Incremental Classifier Learning Journal article
Mathematical Problems in Engineering, 2015,Volume: 2015
Authors:  Simon Fong;  Robert P. Biuk-Aghai;  Yain-whar Si;  Bee Wah Yap
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