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Riya Singh

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S9-042025-2911940

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📚 Publications (2)

INTEGRATED SYSTEM FOR FORENSIC DOCUMENT ANALYSIS: MULTISCRIPT RECOGNITION AND HANDWRITTEN SIGNATURE VERIFICATION
Journal: Journal of Computer Engineering and Technology (JCET) • September 2024
BACKGROUND: Forensic document analysis plays a crucial role in verifying the authenticity of signatures and recognizing handwritten content. Traditional methods often struggle with diverse handwriting...
Forensic document analysis Multiscript recognition Handwritten signature verification Machine learning Feature extraction Document examination
Impact of Federated Learning Techniques on Data Privacy and Model Performance in Distributed Artificial Intelligence Networks
Journal: ISCSITR-International Journal of Scientific Research in Artificial Intelligence and Machine Learning • January 2024
Federated learning (FL) has emerged as a transformative paradigm in distributed artificial intelligence (AI) that emphasizes decentralized model training while preserving data privacy. This paper inve...
Federated learning Data privacy Distributed ai Model performance Edge computing
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