Concepedia

Simant Prakoonwit

SP

Statistics

Publications

16

Citations

648

H-Index

15

Active since

2003

Affiliations

Bournemouth University(Current)

University of Bedfordshire

Universiti Brunei Darussalam

Simant Prakoonwit is an author at Bournemouth University specializing in engineering, machine learning, and data science.

Top concepts

EngineeringData ScienceMachine LearningComputer ScienceData MiningDeep LearningPattern RecognitionImage AnalysisBusinessBlockchain

Publications per year

2003–2023

16

Publications

16

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

Ismail Alarab, Simant Prakoonwit, Mohamed Ikbal Nacer · 2020 · 110 citations

Engineering, Machine Learning, Graph Networks +22

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

Ismail Alarab, Simant Prakoonwit, Mohamed Ikbal Nacer · 2020 · 70 citations

Fraud Detection, Engineering, Machine Learning +20

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

Emilija Strelcenia, Simant Prakoonwit · Machine Learning and Knowledge Extraction · 2023 · 70 citations · Full text

Fraud Detection, Artificial Intelligence, Data Augmentation +15

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

Ismail Alarab, Simant Prakoonwit · Neural Processing Letters · 2022 · 57 citations · Full text

Engineering, Machine Learning, Network Analysis +25

Visual odometer for pedestrian navigation

R. Jirawimut, Simant Prakoonwit, Franjo Cecelja et al. · IEEE Transactions on Instrumentation and Measurement · 2003 · 50 citations

Engineering, 3D Pose Estimation, Field Robotics +22

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