Publications by authors named "Darshan Vekaria"
Article Synopsis
- - The COVID-19 outbreak has caused global health issues and led to lockdowns and quarantines, prompting the need for effective strategies to manage the crisis.
- - The paper introduces a cloud-oriented AI solution called Disease-espy, which focuses on real-time disease detection and prevention, analyzing different AI techniques for prediction accuracy.
- - Using Stacked LSTM for prediction, the proposed scheme achieves 96.2% accuracy and offers a Medical Resource Distribution mechanism to optimize resource allocation and aid in government decisions regarding lockdown measures.
Article Synopsis
- Integrating ICT with energy grids creates smart grids to enhance energy management but introduces challenges like energy theft.
- A proposed deep learning scheme utilizes an LSTM model to forecast energy usage based on smart meter data, helping in identifying discrepancies in consumption.
- The method uses a support vector machine to classify energy losses, achieving higher accuracy in detecting theft compared to traditional methods.
ξ: An AI-Based Data Analytics Scheme for COVID-19 Prediction and Economy Boosting.
IEEE Internet Things J
November 2021
The coronavirus (COVID-19) outbreak has a significant impact on people's lives, occupations, businesses, and economies globally. The world economic market is experiencing a big shift and the share market has observed crashes day-by-day. Even, the Indian economy has witnessed a slowdown in the current pandemic, and recovery of it is quite difficult.
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