Research Papers

mangaon research 4 data & ai

AI-ASSISTED ESTIMATION OF TURMERIC RHIZOMES AND FINGER RHIZOMES FROM FARM IMAGERY

Leave a Comment / Agriculture, Data Science and AI /

Computer Vision Methods, Limitations, and Potential Benefits for Farmers An Exploratory Case Study from Mangaon, Maharashtra Abstract This case study examines the potential use of artificial intelligence (AI) and computer vision to estimate turmeric planting material from a smartphone photograph. The image, supplied during planning for turmeric cultivation at Mangaon, Maharashtra, showed three piles of

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ai for economic intelligence

Artificial Intelligence for Economic Intelligence: A Machine-Learning Framework for Early Warning and Forecasting of Economic Stress in India

Leave a Comment / Data Science and AI, Economics /

Abstract Economic decisions are made in an environment where macroeconomic data arrive at different frequencies, are revised over time, and often signal turning points only after they have begun. This paper proposes a transparent machine-learning framework for early warning and forecasting of economic stress in India. It combines conventional macroeconomic indicators—such as inflation, industrial production,

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panchatantra research 2 business and finance

Panchatantra and Corporate Strategy: Ancient Wisdom for Modern Boardrooms

Leave a Comment / Business and Finance /

Abstract The Panchatantra, composed over 2,000 years ago by the sage Vishnusharma, is one of the most influential texts in Indian—and indeed global—strategic thinking. Though framed as moral fables for princes, its timeless lessons in leadership, alliance-building, risk management, and behavioral psychology have clear applications in today’s business environment. This paper explores key Panchatantra stories

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geopolitical research 1 polity

Geopolitical Risk and Foreign Institutional Investment: A Machine Learning Approach

Leave a Comment / Policy Making /

Abstract Geopolitical events have increasingly influenced financial markets in the 21st century. Foreign Institutional Investors (FIIs), being highly sensitive to political and economic stability, react rapidly to global and regional tensions. This paper explores the impact of geopolitical risk on FII flows into India using a machine learning (ML)-based predictive model. We construct a Geopolitical

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