Jonathan Goh

According to our database1, Jonathan Goh authored at least 21 papers between 2010 and 2021.

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Bibliography

2021
The Impact of COVID-19 on Urban Energy Consumption of the Commercial Tourism City.
CoRR, 2021

2019
MAD-GAN: Multivariate Anomaly Detection for Time Series Data with Generative Adversarial Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Text and Time Series, 2019

2018
Anomaly Detection with Generative Adversarial Networks for Multivariate Time Series.
CoRR, 2018

2017
Effectiveness of Association Rules Mining for Invariants Generation in Cyber-Physical Systems.
Proceedings of the 18th IEEE International Symposium on High Assurance Systems Engineering, 2017

Anomaly Detection in Cyber Physical Systems Using Recurrent Neural Networks.
Proceedings of the 18th IEEE International Symposium on High Assurance Systems Engineering, 2017

2016
Audio Authentication by Exploring the Absolute-Error-Map of ENF Signals.
IEEE Trans. Inf. Forensics Secur., 2016

Fingerprint Liveness Detection From Single Image Using Low-Level Features and Shape Analysis.
IEEE Trans. Inf. Forensics Secur., 2016

Twenty years of digital audio watermarking - a comprehensive review.
Signal Process., 2016

Image Region Forgery Detection: A Deep Learning Approach.
Proceedings of the Singapore Cyber-Security Conference (SG-CRC) 2016, 2016

A Dataset to Support Research in the Design of Secure Water Treatment Systems.
Proceedings of the Critical Information Infrastructures Security, 2016

Behaviour-Based Attack Detection and Classification in Cyber Physical Systems Using Machine Learning.
Proceedings of the 2nd ACM International Workshop on Cyber-Physical System Security, 2016

2015
Cepstral Analysis for the Application of Echo-Based Audio Watermark Detection.
IEEE Trans. Inf. Forensics Secur., 2015

Time-Spread Echo-Based Audio Watermarking With Optimized Imperceptibility and Robustness.
IEEE ACM Trans. Audio Speech Lang. Process., 2015

A hybrid evolutionary algorithm for feature and ensemble selection in image tampering detection.
Int. J. Electron. Secur. Digit. Forensics, 2015

2014
A Dynamic Matching Algorithm for Audio Timestamp Identification Using the ENF Criterion.
IEEE Trans. Inf. Forensics Secur., 2014

2013
Content-centric Age and Gender Profiling Notebook for PAN at CLEF 2013.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

2012
Optimal and simultaneous designs of Hermitian transforms and masks for reducing intraclass separations of feature vectors for anomaly detection of diabetic retinopathy images.
Proceedings of the 8th International Symposium on Communication Systems, 2012

An evolutionary approach for determining Hidden Markov Model for medical image analysis.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011
The reading of diabetic retinopathy images - an evolutionary approach.
PhD thesis, 2011

Combining Particle Swarm Optimisation with Genetic Algorithm for Contextual Analysis of Medical Images.
Proceedings of the HEALTHINF 2011, 2011

2010
Detection of Micro Aneurysms using Multiple Classifiers and Hidden Markov Models.
Proceedings of the HEALTHINF 2010, 2010


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