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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Devendra Joshi

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3 papers indexed here

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Conference Aug 2026

AI-Driven Predictive Analytics: Combining Machine Learning and Big Data for Real-Time Fraud Detection

The technology of predictive analytics enabled by AI combines the use of machine learning algorithms along with high data processing capacities to predict the outcome based not only on historical information but also on the current one. In our case, the focus is on the application of the aforementioned AI-based predict...

Devanshi Singh, Sushila Palwe, Devendra Joshi · 0 citations
Conference Aug 2026

Analysis of Super-Resolution Techniques: From Traditional Interpolation to FSRCNN

We use single image super-resolution (SISR) techniques to reconstruct high-resolution images from low-resolution images using deep learning algorithms to display frames in high resolution displays like laptops and television screens. Modern upsampling methods like NVIDIA's Deep Learning Super Sampling (DLSS) show the p...

Suyash Sunam, Sushila Palwe, Devendra Joshi · 0 citations
Conference Aug 2026

PolyRAG: A Multi-Agent Multimodal Retrieval-Augmented Generation System for Heterogeneous Document Intelligence

Retrieval-Augmented Generation (RAG) enhances Large Language Models (LLMs) by reducing hallucinations and improving factual accuracy. Most RAG implementations, however, are restricted to a single data modality. Real-world document collections span PDFs, spreadsheets, audio, video and images simultaneously. This paper i...

S. Vijayan, Sushila Palwe, Devendra Joshi · 0 citations

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