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Simant Prakoonwit
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2020 – today
- 2024
- [j13]Ismail Alarab, Simant Prakoonwit:
Robust recurrent graph convolutional network approach based sequential prediction of illicit transactions in cryptocurrencies. Multim. Tools Appl. 83(20): 58449-58464 (2024) - 2023
- [j12]Emilija Strelcenia, Simant Prakoonwit:
Improving Cancer Detection Classification Performance Using GANs in Breast Cancer Data. IEEE Access 11: 71594-71615 (2023) - [j11]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): 304-329 (2023) - [j10]Ismail Alarab, Simant Prakoonwit:
Uncertainty estimation based adversarial attack in multi-class classification. Multim. Tools Appl. 82(1): 1519-1536 (2023) - [j9]Ismail Alarab, Simant Prakoonwit:
Graph-Based LSTM for Anti-money Laundering: Experimenting Temporal Graph Convolutional Network with Bitcoin Data. Neural Process. Lett. 55(1): 689-707 (2023) - [j8]Ismail Alarab, Simant Prakoonwit:
Uncertainty estimation-based adversarial attacks: a viable approach for graph neural networks. Soft Comput. 27(12): 7925-7937 (2023) - 2022
- [j7]Ismail Alarab, Simant Prakoonwit:
Adversarial Attack for Uncertainty Estimation: Identifying Critical Regions in Neural Networks. Neural Process. Lett. 54(3): 1805-1821 (2022) - [c15]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: 119-123 - [c14]Emilija Strelcenia, Simant Prakoonwit:
GAN-based Data Augmentation for Credit Card Fraud Detection. IEEE Big Data 2022: 6812-6814 - 2021
- [j6]Ismail Alarab, Simant Prakoonwit, Mohamed Ikbal Nacer:
Illustrative Discussion of MC-Dropout in General Dataset: Uncertainty Estimation in Bitcoin. Neural Process. Lett. 53(2): 1001-1011 (2021) - [c13]Mohamed Ikbal Nacer, Simant Prakoonwit, Edmond C. Prakash:
TheCoin: Privacy and security considerations within blockchain transactions. ASSE 2021: 10-17 - [i1]Ismail Alarab, Simant Prakoonwit:
Adversarial Attack for Uncertainty Estimation: Identifying Critical Regions in Neural Networks. CoRR abs/2107.07618 (2021) - 2020
- [c12]Ismail Alarab, Simant Prakoonwit, Mohamed Ikbal Nacer:
Comparative Analysis Using Supervised Learning Methods for Anti-Money Laundering in Bitcoin. ICMLT 2020: 11-17 - [c11]Ismail Alarab, Simant Prakoonwit, Mohamed Ikbal Nacer:
Competence of Graph Convolutional Networks for Anti-Money Laundering in Bitcoin Blockchain. ICMLT 2020: 23-27 - [c10]Mohamed Ikbal Nacer, Simant Prakoonwit, Ismail Alarab:
TheChain: A Fast, Secure and Parallel Treatment of Transactions. IECC 2020: 81-89
2010 – 2019
- 2018
- [j5]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) - 2017
- [j4]Noppakun Boonsim, Simant Prakoonwit:
Car make and model recognition under limited lighting conditions at night. Pattern Anal. Appl. 20(4): 1195-1207 (2017) - [c9]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: 3-10 - [c8]Sebastian Garcia-Cardona, Feng Tian, Simant Prakoonwit:
Tenochtitlan - An Interactive Virtual Reality Environment that Encourages Museum Exhibit Engagement. Edutainment 2017: 20-28 - [c7]Alain Simons, Karsten Pedersen, Jose A. S. Fonseca, Simant Prakoonwit:
What's Wrong with the Feedback? Edutainment 2017: 251-261 - [c6]Manoharan Ramachandran, Reza Sahandi, Simant Prakoonwit, Wajid Khan:
Mathematical Model for Safety Score Calculation for Validation of Coach Operators in the UK. INTSYS 2017: 174-182 - [c5]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: 183-191 - 2014
- [j3]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): 13-31 (2014) - [c4]Aslan Kanamgotov, Lyzgeo Merin Koshy, Marc Conrad, Simant Prakoonwit:
User Avatar Association in Virtual Worlds. CW 2014: 93-100 - 2012
- [c3]Aslan Kanamgotov, Athanasios Christopoulos, Marc Conrad, Simant Prakoonwit:
Immersion in Virtual Worlds - But not Second Life! CW 2012: 107-113 - 2010
- [c2]Simant Prakoonwit:
3D Reconstruction from Few Silhouettes Using Statistical Models and Landmark Points. CW 2010: 120-125
2000 – 2009
- 2009
- [c1]Simant Prakoonwit, Ralph Benjamin:
Optimal 3D Surface Reconstruction from Multiview Photographic Images. CW 2009: 126-131 - 2007
- [j2]Simant Prakoonwit, Ralph Benjamin:
3D surface point and wireframe reconstruction from multiview photographic images. Image Vis. Comput. 25(9): 1509-1518 (2007) - 2003
- [j1]Rommanee Jirawimut, Simant Prakoonwit, Franjo Cecelja, Wamadeva Balachandran:
Visual odometer for pedestrian navigation. IEEE Trans. Instrum. Meas. 52(4): 1166-1173 (2003)
Coauthor Index
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