Simant Prakoonwit

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 22

Top Topics

Cancer Detection

Convolutional Network

Top Venues

Neural Process. Lett.

Multim. Tools Appl.

Publications

Ismail Alarab, Simant Prakoonwit
Robust recurrent graph convolutional network approach based sequential prediction of illicit transactions in cryptocurrencies. Multim. Tools Appl. 83 (20) (2024)
Ismail Alarab, Simant Prakoonwit
Uncertainty estimation based adversarial attack in multi-class classification. Multim. Tools Appl. 82 (1) (2023)
Ismail Alarab, Simant Prakoonwit
Graph-Based LSTM for Anti-money Laundering: Experimenting Temporal Graph Convolutional Network with Bitcoin Data. Neural Process. Lett. 55 (1) (2023)
Ismail Alarab, Simant Prakoonwit
Uncertainty estimation-based adversarial attacks: a viable approach for graph neural networks. Soft Comput. 27 (12) (2023)
Emilija Strelcenia, Simant Prakoonwit
A Survey on GAN Techniques for Data Augmentation to Address the Imbalanced Data Issues in Credit Card Fraud Detection. Mach. Learn. Knowl. Extr. 5 (1) (2023)
Emilija Strelcenia, Simant Prakoonwit
Improving Cancer Detection Classification Performance Using GANs in Breast Cancer Data. IEEE Access 11 (2023)
Weilai Xu, Ismail Alarab, Charlie Lloyd-Buckingham, Steve Bowden, Benjamin Noer, Fred Charles, Simant Prakoonwit, Andrew J. Callaway, Shelly Ellis, Chris Jones
Re-enacting Football Matches in VR using Virtual Agents' Realistic Behaviours. AIVR (2022)
Ismail Alarab, Simant Prakoonwit
Adversarial Attack for Uncertainty Estimation: Identifying Critical Regions in Neural Networks. Neural Process. Lett. 54 (3) (2022)
Emilija Strelcenia, Simant Prakoonwit
GAN-based Data Augmentation for Credit Card Fraud Detection. Big Data (2022)
Ismail Alarab, Simant Prakoonwit
Adversarial Attack for Uncertainty Estimation: Identifying Critical Regions in Neural Networks. CoRR (2021)
Ismail Alarab, Simant Prakoonwit, Mohamed Ikbal Nacer
Illustrative Discussion of MC-Dropout in General Dataset: Uncertainty Estimation in Bitcoin. Neural Process. Lett. 53 (2) (2021)
Mohamed Ikbal Nacer, Simant Prakoonwit, Edmon Prakash
TheCoin: Privacy and security considerations within blockchain transactions. ASSE (2021)
Mohamed Ikbal Nacer, Simant Prakoonwit, Ismail Alarab
TheChain: A Fast, Secure and Parallel Treatment of Transactions. IECC (2020)
Ismail Alarab, Simant Prakoonwit, Mohamed Ikbal Nacer
Competence of Graph Convolutional Networks for Anti-Money Laundering in Bitcoin Blockchain. ICMLT (2020)
Ismail Alarab, Simant Prakoonwit, Mohamed Ikbal Nacer
Comparative Analysis Using Supervised Learning Methods for Anti-Money Laundering in Bitcoin. ICMLT (2020)
Siti Aishah Mohd Selamat, Simant Prakoonwit, Reza Sahandi, Wajid Khan, Manoharan Ramachandran
Big data analytics - A review of data-mining models for small and medium enterprises in the transportation sector. WIREs Data Mining Knowl. Discov. 8 (3) (2018)
Alain Simons, Karsten Pedersen, Jose Fonseca, Simant Prakoonwit
What's Wrong with the Feedback? Edutainment (2017)
Manoharan Ramachandran, Reza Sahandi, Simant Prakoonwit, Wajid Khan, Siti Aishah Mohd Selamat
A Safety Transport Model for Validation of UK Coach Operators for School Journeys. INTSYS (2017)
Noppakun Boonsim, Simant Prakoonwit
Car make and model recognition under limited lighting conditions at night. Pattern Anal. Appl. 20 (4) (2017)
Manoharan Ramachandran, Reza Sahandi, Simant Prakoonwit, Wajid Khan
Mathematical Model for Safety Score Calculation for Validation of Coach Operators in the UK. INTSYS (2017)
Sebastian Garcia-Cardona, Feng Tian, Simant Prakoonwit
Tenochtitlan - An Interactive Virtual Reality Environment that Encourages Museum Exhibit Engagement. Edutainment (2017)
Denis Savosin, Simant Prakoonwit, Feng Tian, Jingui Liang, Zhigeng Pan
Representation of Intractable Objects and Action Sequences in VR Using Hand Gesture Recognition. Edutainment (2017)
Simant Prakoonwit
Towards Multiple 3D Bone Surface Identification and Reconstruction Using Few 2D X-Ray Images for Intraoperative Applications. Int. J. Art Cult. Des. Technol. 4 (1) (2014)
Aslan Kanamgotov, Lyzgeo Merin Koshy, Marc Conrad, Simant Prakoonwit
User Avatar Association in Virtual Worlds. CW (2014)
Aslan Kanamgotov, Athanasios Christopoulos, Marc Conrad, Simant Prakoonwit
Immersion in Virtual Worlds - But not Second Life! CW (2012)
Simant Prakoonwit
3D Reconstruction from Few Silhouettes Using Statistical Models and Landmark Points. CW (2010)
Simant Prakoonwit, Ralph Benjamin
Optimal 3D Surface Reconstruction from Multiview Photographic Images. CW (2009)
Simant Prakoonwit, Ralph Benjamin
3D surface point and wireframe reconstruction from multiview photographic images. Image Vis. Comput. 25 (9) (2007)
Rommanee Jirawimut, Simant Prakoonwit, Franjo Cecelja, Wamadeva Balachandran
Visual odometer for pedestrian navigation. IEEE Trans. Instrum. Meas. 52 (4) (2003)