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Author

Gurvinder Pal Singh

2 papers indexed here

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Conference Aug 2026

Hybrid CNN-LSTM Architecture for Foreign Exchange Rate Prediction Using Technical and Fundamental Analysis Features

Accurate prediction of foreign exchange (Forex) rates is a challenging task due to the non-stationary, chaotic, and highly non-linear nature of currency markets. Traditional statistical models often fail to capture the complex temporal dependencies inherent in financial time series, while standalone deep learning appro...

Supreet Saini, Khushboo, Ramamani Tripathy et al. · 0 citations
Conference Aug 2026

Real-Time Financial Fraud Detection Using Graph Attention Networks and Behavioral Pattern Analysis

Financial fraud poses a persistent and escalating threat to global economic systems, causing hundreds of billions of dollars in annual losses and severely undermining trust in digital financial infrastructure. Traditional rule-based and classical statistical detection methods have proven increasingly inadequate against...

Gurvinder Pal Singh, Vikas, Meghana Lokhande et al. · 0 citations

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