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

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V. A. Anita Sofia

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Review Open access Oct 2026

ARGUS Survey of AI Driven Personal Finance Analytics and Budget Forecasting

Personal-finance software is useful only when it can move from records to decisions without hiding uncertainty. We reviewed 25 papers published in 2025 and 2026 and grouped their evidence into six connected activities: UNDERSTAND, ANTICIPATE, PERSONALIZE, ADVISE, EXPLAIN, and TRUST. For every paper, we recorded the stu...

Gurusundaragunalan M, D. Mohanapriya, V. A. Anita Sofia · 0 citations
Open access Oct 2026

Mental Health Detection using Advanced Machine Learning

There are a number of factors that can impact on students' wellbeing, such as academic workload, financial concerns, sleep patterns, social support, lifestyle and other factors. This research presents the web application MindScope Lab, which is based on machine learning algorithms and was designed to illustrate how sim...

S. Bhavithiran, S. Nithyanandh, V. A. Anita Sofia · 0 citations

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