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Thai Thi Thanh Nhan

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Featured publications

LiteFormer: A lightweight encoder-only Transformer for efficient financial time series forecasting across global stock indices5 citations
Engineering Applications of Artificial Intelligence · 2026 · DOI
Exchange Rate Forecasting Using Graph Neural Networks with Phase Space Reconstruction: A Novel Approach to Capturing Chaotic Dynamics in Currency Markets
· 2025 · DOI
Koopman Operator-Based Deep Neural Networks for Time Series Classification: A Dynamical Systems Approach to Pattern Recognition
Communications in computer and information science · 2026 · DOI
Lite Transformer with Phase Space Reconstruction for Chaotic Time Series Forecasting: A Novel Approach Integrating Chaos Theory and Efficient Attention Mechanisms
· 2025 · DOI
Bayesian Transformer for Time Series Forecasting: Integrating Uncertainty Quantification with Attention Mechanisms for Enhanced Prediction Accuracy
· 2025 · DOI

About the field of Finance and Banking

Common research topics in this field:

Corporate Finance and GovernanceAuditing, Earnings Management, GovernanceFinancial Markets and Investment StrategiesBanking stability, regulation, efficiencyIslamic Finance and Banking StudiesMicrofinance and Financial Inclusion

Institutions with the most researchers in this field:

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Thai Thi Thanh NhanTon Duc Thang University
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