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Simant Prakoonwit

Observed names: Prakoonwit, Simant, S. Prakoonwit
Observed institutions: University of Bedfordshire, University of Southampton, Imperial College London, Brunel University of London, University of Reading, Bournemouth University
ORCID: 0000-0001-6981-3905
Observed ORCID: 0000-0001-6981-3905
OpenAlex ID: A5030252950
Competence of Graph Convolutional Networks for Anti-Money Laundering in Bitcoin Blockchain
2020 · Ismail Alarab, Simant Prakoonwit, et al. · International Conference on Machine Learning Technologies (ICMLT) · 134
A Survey on GAN Techniques for Data Augmentation to Address the Imbalanced Data Issues in Credit Card Fraud Detection
2023 · Emilija Strelcenia, Simant Prakoonwit · Machine Learning and Knowledge Extraction · 89
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Graph-Based LSTM for Anti-money Laundering: Experimenting Temporal Graph Convolutional Network with Bitcoin Data
2022 · Ismail Alarab, Simant Prakoonwit · Neural Processing Letters · 84
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Comparative Analysis Using Supervised Learning Methods for Anti-Money Laundering in Bitcoin
2020 · Ismail Alarab, Simant Prakoonwit, et al. · International Conference on Machine Learning Technologies (ICMLT) · 81
Improving Classification Performance in Credit Card Fraud Detection by Using New Data Augmentation
2023 · Emilija Strelcenia, Simant Prakoonwit · AI · 52
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Visual odometer for pedestrian navigation
2003 · R. Jirawimut, S. Prakoonwit, et al. · IEEE Transactions on Instrumentation and Measurement · 51
Car make and model recognition under limited lighting conditions at night
2016 · Noppakun Boonsim, Simant Prakoonwit · Pattern Analysis and Applications · 40
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Improving Cancer Detection Classification Performance Using GANs in Breast Cancer Data
2023 · Emilija Strelcenia, Simant Prakoonwit · IEEE Access · 37
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Illustrative Discussion of MC-Dropout in General Dataset: Uncertainty Estimation in Bitcoin
2021 · Ismail Alarab, Simant Prakoonwit, et al. · Neural Processing Letters · 37
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Effect of data resampling on feature importance in imbalanced blockchain data: comparison studies of resampling techniques
2022 · Ismail Alarab, Simant Prakoonwit · Data Science and Management · 35
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Big data analytics—A review of data‐mining models for small and medium enterprises in the transportation sector
2018 · Siti Aishah Mohd Selamat, Simant Prakoonwit, et al. · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 29
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3D surface point and wireframe reconstruction from multiview photographic images
2007 · Simant Prakoonwit, Ralph Benjamin · Image and Vision Computing · 28
Effective Feature Engineering and Classification of Breast Cancer Diagnosis: A Comparative Study
2023 · Emilija Strelcenia, Simant Prakoonwit · BioMedInformatics · 22
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Adversarial Attack for Uncertainty Estimation: Identifying Critical Regions in Neural Networks
2021 · Ismail Alarab, Simant Prakoonwit · Neural Processing Letters · 15
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An Algorithm for Accurate Taillight Detection at Night
2014 · Noppakun Boonsim, Simant Prakoonwit · International Journal of Computer Applications · 15
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Numerical Modeling of Inhaled Charged Aerosol Deposition in Human Airways
2004 · D. Koolpiruck, S. Prakoonwit, et al. · IEEE Transactions on Industry Applications · 14
A review of data mining in knowledge management: applications/findings for transportation of small and medium enterprises
2020 · Siti Aishah Mohd Selamat, Simant Prakoonwit, et al. · SN Applied Sciences · 13
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Tenochtitlan - An Interactive Virtual Reality Environment that Encourages Museum Exhibit Engagement
2017 · Sebastian Garcia-Cardona, Feng Tian, et al. · Lecture notes in computer science · 9
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Optimal 3D surface reconstruction from a small number of conventional 2D X-ray images
2007 · Simant Prakoonwit, Ralph Benjamin · Journal of X-Ray Science and Technology · 9
Object-based three-dimensional X-ray imaging
1996 · R. Benjamin, S. Prakoonwit, et al. · Medical & Biological Engineering & Computing · 9
Robust recurrent graph convolutional network approach based sequential prediction of illicit transactions in cryptocurrencies
2023 · Ismail Alarab, Simant Prakoonwit · Multimedia Tools and Applications · 8
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GAN-based Data Augmentation for Credit Card Fraud Detection
2022 · Emilija Strelcenia, Simant Prakoonwit · IEEE International Conference on Big Data (BigData) · 8
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Uncertainty estimation based adversarial attack in multi-class classification
2022 · Ismail Alarab, Simant Prakoonwit · Multimedia Tools and Applications · 8
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Preliminary observations on the presence of sustained tendon strain and eccentric contractions of the wrist extensors during a common manual task: Implications for lateral epicondylitis
2011 · Alessio Murgia, William Harwin, et al. · Medical Engineering & Physics · 8
A New GAN-based data augmentation method for Handling Class Imbalance in Credit Card Fraud detection
2023 · Emilija Strelcenia, Simant Prakoonwit · International Conference on Signal Processing and Integrated Networks (SPIN) · 7
Works count: 67
Citation count: 932
H-index: 15
I10-index: 17
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