Simant Prakoonwit

According to our database, Simant Prakoonwit authored at least 28 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

Robust recurrent graph convolutional network approach based sequential prediction of illicit transactions in cryptocurrencies.

Ismail Alarab, Simant Prakoonwit

Multim. Tools Appl., June, 2024

2023

Uncertainty estimation-based adversarial attacks: a viable approach for graph neural networks.

Ismail Alarab, Simant Prakoonwit

Soft Comput., June, 2023

A Survey on GAN Techniques for Data Augmentation to Address the Imbalanced Data Issues in Credit Card Fraud Detection.

Emilija Strelcenia, Simant Prakoonwit

Mach. Learn. Knowl. Extr., March, 2023

Graph-Based LSTM for Anti-money Laundering: Experimenting Temporal Graph Convolutional Network with Bitcoin Data.

Ismail Alarab, Simant Prakoonwit

Neural Process. Lett., February, 2023

Uncertainty estimation based adversarial attack in multi-class classification.

Ismail Alarab, Simant Prakoonwit

Multim. Tools Appl., 2023

Improving Cancer Detection Classification Performance Using GANs in Breast Cancer Data.

Emilija Strelcenia, Simant Prakoonwit

IEEE Access, 2023

2022

Adversarial Attack for Uncertainty Estimation: Identifying Critical Regions in Neural Networks.

Ismail Alarab, Simant Prakoonwit

Neural Process. Lett., 2022

GAN-based Data Augmentation for Credit Card Fraud Detection.

Emilija Strelcenia, Simant Prakoonwit

Proceedings of the IEEE International Conference on Big Data, 2022

Re-enacting Football Matches in VR using Virtual Agents' Realistic Behaviours.

Weilai Xu, Ismail Alarab, Charlie Lloyd-Buckingham, Steve Bowden, Benjamin Noer, Fred Charles, Simant Prakoonwit, Andrew J. Callaway, Shelly Ellis, Chris Jones

Proceedings of the IEEE International Conference on Artificial Intelligence and Virtual Reality, 2022

2021

Illustrative Discussion of MC-Dropout in General Dataset: Uncertainty Estimation in Bitcoin.

Ismail Alarab, Simant Prakoonwit, Mohamed Ikbal Nacer

Neural Process. Lett., 2021

TheCoin: Privacy and security considerations within blockchain transactions.

Mohamed Ikbal Nacer, Simant Prakoonwit, Edmond C. Prakash

Proceedings of the ASSE 2021: 2nd Asia Service Sciences and Software Engineering Conference, 2021

2020

TheChain: A Fast, Secure and Parallel Treatment of Transactions.

Mohamed Ikbal Nacer, Simant Prakoonwit, Ismail Alarab

Proceedings of the IECC 2020: 2nd International Electronics Communication Conference, 2020

Competence of Graph Convolutional Networks for Anti-Money Laundering in Bitcoin Blockchain.

Ismail Alarab, Simant Prakoonwit, Mohamed Ikbal Nacer

Proceedings of the ICMLT 2020: 5th International Conference on Machine Learning Technologies, 2020

Comparative Analysis Using Supervised Learning Methods for Anti-Money Laundering in Bitcoin.

Ismail Alarab, Simant Prakoonwit, Mohamed Ikbal Nacer

Proceedings of the ICMLT 2020: 5th International Conference on Machine Learning Technologies, 2020

2018

Big data analytics - A review of data-mining models for small and medium enterprises in the transportation sector.

Siti Aishah Mohd Selamat, Simant Prakoonwit, Reza Sahandi, Wajid Khan, Manoharan Ramachandran

WIREs Data Mining Knowl. Discov., 2018

2017

Car make and model recognition under limited lighting conditions at night.

Noppakun Boonsim, Simant Prakoonwit

Pattern Anal. Appl., 2017

A Safety Transport Model for Validation of UK Coach Operators for School Journeys.

Manoharan Ramachandran, Reza Sahandi, Simant Prakoonwit, Wajid Khan, Siti Aishah Mohd Selamat

Proceedings of the Intelligent Transport Systems - From Research and Development to the Market Uptake, 2017

Mathematical Model for Safety Score Calculation for Validation of Coach Operators in the UK.

Manoharan Ramachandran, Reza Sahandi, Simant Prakoonwit, Wajid Khan

Proceedings of the Intelligent Transport Systems - From Research and Development to the Market Uptake, 2017

What's Wrong with the Feedback?

Alain Simons, Karsten Pedersen, Jose A. S. Fonseca, Simant Prakoonwit

Proceedings of the E-Learning and Games - 11th International Conference, 2017

Representation of Intractable Objects and Action Sequences in VR Using Hand Gesture Recognition.

Denis Savosin, Simant Prakoonwit, Feng Tian, Jingui Liang, Zhigeng Pan

Proceedings of the E-Learning and Games - 11th International Conference, 2017

Tenochtitlan - An Interactive Virtual Reality Environment that Encourages Museum Exhibit Engagement.

Sebastian Garcia-Cardona, Feng Tian, Simant Prakoonwit

Proceedings of the E-Learning and Games - 11th International Conference, 2017

2014

Towards Multiple 3D Bone Surface Identification and Reconstruction Using Few 2D X-Ray Images for Intraoperative Applications.

Simant Prakoonwit

Int. J. Art Cult. Des. Technol., 2014

User Avatar Association in Virtual Worlds.

Aslan Kanamgotov, Lyzgeo Merin Koshy, Marc Conrad, Simant Prakoonwit

Proceedings of the 2014 International Conference on Cyberworlds, 2014

2012

Immersion in Virtual Worlds - But not Second Life!

Aslan Kanamgotov, Athanasios Christopoulos, Marc Conrad, Simant Prakoonwit

Proceedings of the 2012 International Conference on Cyberworlds, 2012

2010

3D Reconstruction from Few Silhouettes Using Statistical Models and Landmark Points.

Simant Prakoonwit

Proceedings of the 2010 International Conference on CyberWorlds, 2010

2009

Optimal 3D Surface Reconstruction from Multiview Photographic Images.

Simant Prakoonwit, Ralph Benjamin

Proceedings of the 2009 International Conference on CyberWorlds, 2009

2007

3D surface point and wireframe reconstruction from multiview photographic images.

Simant Prakoonwit, Ralph Benjamin

Image Vis. Comput., 2007

2003

Visual odometer for pedestrian navigation.

Rommanee Jirawimut, Simant Prakoonwit, Franjo Cecelja, Wamadeva Balachandran

IEEE Trans. Instrum. Meas., 2003