Deep Learning Models for Yoga Pose Monitoring

Article Mathematical & Computational Biology

Yoga Pose Estimation and Feedback Generation Using Deep Learning

Vivek Anand Thoutam et al.

Summary: Yoga is an ancient practice that combines mind and body through asanas and meditation. This paper introduces a deep learning-based technique to detect incorrect yoga postures, allowing users to improve their poses.

COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE (2022)

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Article Computer Science, Artificial Intelligence

Multiclass sentiment analysis on COVID-19-related tweets using deep learning models

Sotiria Vernikou et al.

Summary: This paper investigates the classification of user sentiment from posts related to COVID-19 on Twitter from March to mid-April 2020. The data is processed and analyzed using natural language processing techniques, and sentiment analysis is implemented using seven different deep learning models based on LSTM neural networks, with a comparison to traditional machine learning classifiers.

NEURAL COMPUTING & APPLICATIONS (2022)

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Article Computer Science, Artificial Intelligence

Deep learning models for forecasting aviation demand time series

Andreas Kanavos et al.

Summary: This paper focuses on the analysis and modeling of passenger demand dynamics in the aviation industry, proposing a method using time series and deep learning techniques to forecast aviation demand, and developing related models. The results of the study show that the proposed methods exhibit satisfactory accuracy and robustness in predicting air travel demand.

NEURAL COMPUTING & APPLICATIONS (2021)

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Article Computer Science, Information Systems