Simant Prakoonwit

29 papers B 1C 4Journal 14Unranked 10
YearRankTypeTitle / Venue / Authors
2024 J jnl
Robust recurrent graph convolutional network approach based sequential prediction of illicit transactions in cryptocurrencies.
Multim. Tools Appl.
Ismail Alarab, Simant Prakoonwit
2023 J jnl
A Survey on GAN Techniques for Data Augmentation to Address the Imbalanced Data Issues in Credit Card Fraud Detection.
Mach. Learn. Knowl. Extr.
Emilija Strelcenia, Simant Prakoonwit
2023 J jnl
Graph-Based LSTM for Anti-money Laundering: Experimenting Temporal Graph Convolutional Network with Bitcoin Data.
Neural Process. Lett.
Ismail Alarab, Simant Prakoonwit
2023 J jnl
Improving Cancer Detection Classification Performance Using GANs in Breast Cancer Data.
IEEE Access
Emilija Strelcenia, Simant Prakoonwit
2023 J jnl
Uncertainty estimation based adversarial attack in multi-class classification.
Multim. Tools Appl.
Ismail Alarab, Simant Prakoonwit
2023 J jnl
Uncertainty estimation-based adversarial attacks: a viable approach for graph neural networks.
Soft Comput.
Ismail Alarab, Simant Prakoonwit
2022 J jnl
Adversarial Attack for Uncertainty Estimation: Identifying Critical Regions in Neural Networks.
Neural Process. Lett.
Ismail Alarab, Simant Prakoonwit
2022 B conf
GAN-based Data Augmentation for Credit Card Fraud Detection.
IEEE Big Data
Emilija Strelcenia, Simant Prakoonwit
2022 — conf
Re-enacting Football Matches in VR using Virtual Agents' Realistic Behaviours.
AIVR
Weilai Xu, Ismail Alarab, Charlie Lloyd-Buckingham, Steve Bowden, Benjamin Noer, Fred Charles, Simant Prakoonwit, Andrew J. Callaway, Shelly Ellis, Chris Jones
2021 J jnl
Adversarial Attack for Uncertainty Estimation: Identifying Critical Regions in Neural Networks.
CoRR
Ismail Alarab, Simant Prakoonwit
2021 J jnl
Illustrative Discussion of MC-Dropout in General Dataset: Uncertainty Estimation in Bitcoin.
Neural Process. Lett.
Ismail Alarab, Simant Prakoonwit, Mohamed Ikbal Nacer
2021 — conf
TheCoin: Privacy and security considerations within blockchain transactions.
ASSE
Mohamed Ikbal Nacer, Simant Prakoonwit, Edmond C. Prakash
2020 — conf
Comparative Analysis Using Supervised Learning Methods for Anti-Money Laundering in Bitcoin.
ICMLT
Ismail Alarab, Simant Prakoonwit, Mohamed Ikbal Nacer
2020 — conf
Competence of Graph Convolutional Networks for Anti-Money Laundering in Bitcoin Blockchain.
ICMLT
Ismail Alarab, Simant Prakoonwit, Mohamed Ikbal Nacer
2020 — conf
TheChain: A Fast, Secure and Parallel Treatment of Transactions.
IECC
Mohamed Ikbal Nacer, Simant Prakoonwit, Ismail Alarab
2018 J jnl
Big data analytics - A review of data-mining models for small and medium enterprises in the transportation sector.
WIREs Data Mining Knowl. Discov.
Siti Aishah Mohd Selamat, Simant Prakoonwit, Reza Sahandi, Wajid Khan, Manoharan Ramachandran
2017 — conf
A Safety Transport Model for Validation of UK Coach Operators for School Journeys.
INTSYS
Manoharan Ramachandran, Reza Sahandi, Simant Prakoonwit, Wajid Khan, Siti Aishah Mohd Selamat
2017 J jnl
Car make and model recognition under limited lighting conditions at night.
Pattern Anal. Appl.
Noppakun Boonsim, Simant Prakoonwit
2017 — conf
Mathematical Model for Safety Score Calculation for Validation of Coach Operators in the UK.
INTSYS
Manoharan Ramachandran, Reza Sahandi, Simant Prakoonwit, Wajid Khan
2017 — conf
Representation of Intractable Objects and Action Sequences in VR Using Hand Gesture Recognition.
Edutainment
Denis Savosin, Simant Prakoonwit, Feng Tian, Jingui Liang, Zhigeng Pan
2017 — conf
Tenochtitlan - An Interactive Virtual Reality Environment that Encourages Museum Exhibit Engagement.
Edutainment
Sebastian Garcia-Cardona, Feng Tian, Simant Prakoonwit
2017 — conf
What's Wrong with the Feedback?
Edutainment
Alain Simons, Karsten Pedersen, Jose A. S. Fonseca, Simant Prakoonwit
2014 J jnl
Towards Multiple 3D Bone Surface Identification and Reconstruction Using Few 2D X-Ray Images for Intraoperative Applications.
Int. J. Art Cult. Des. Technol.
Simant Prakoonwit
2014 C conf
User Avatar Association in Virtual Worlds.
CW
Aslan Kanamgotov, Lyzgeo Merin Koshy, Marc Conrad, Simant Prakoonwit
2012 C conf
Immersion in Virtual Worlds - But not Second Life!
CW
Aslan Kanamgotov, Athanasios Christopoulos, Marc Conrad, Simant Prakoonwit
2010 C conf
3D Reconstruction from Few Silhouettes Using Statistical Models and Landmark Points.
CW
Simant Prakoonwit
2009 C conf
Optimal 3D Surface Reconstruction from Multiview Photographic Images.
CW
Simant Prakoonwit, Ralph Benjamin
2007 J jnl
3D surface point and wireframe reconstruction from multiview photographic images.
Image Vis. Comput.
Simant Prakoonwit, Ralph Benjamin
2003 J jnl
Visual odometer for pedestrian navigation.
IEEE Trans. Instrum. Meas.
Rommanee Jirawimut, Simant Prakoonwit, Franjo Cecelja, Wamadeva Balachandran