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Section Highlights View all Applications of Artificial Intelligence articles

Multiscale attention-based network to enhance detection and classification of autism spectrum disorders using convolutional neural network
"The article proposes an interesting application of deep learning to autism data."
Davide Chicco, Handling Editor
Tab transformer with meta-ensemble learning approaches for enhanced diabetes prediction
"This research introduces a novel hybrid model for diabetes prediction. It combines advanced deep learning techniques with traditional ensemble methods, creating a system that is more powerful than any single model alone."
Fabio Cumbo, Handling Editor
Leveraging deep learning and ensemble learning for air quality forecasting in smart urban environment
"Topic is relevant and application of deep learning to environment impact is novel."
Rajeev Agrawal, Handling Editor
Enhancing human activity recognition with machine learning: insights from smartphone accelerometer and magnetometer data
"It is an active research field since it mixes artificial intelligence and Internet of Things topics."
Álvar Arnaiz-González, Handling Editor
A hybrid deep learning approach with progressive cyclical CNN and firebug swarm optimization for breast cancer detection
"The article presents a relevant application of deep learning to breast cancer data"
Davide Chicco, Handling Editor
Sales forecasting for retail stores using hybrid neural networks and sales-affecting variables
"In this paper the authors present a novel approach based on neural networks for predicting sales in retail stores, which is a major problem in that area."
Juan Lara, Handling Editor
A GAN-based approach to solar radiation prediction: data augmentation and model optimization for Saudi Arabia
"The subject is interesting per se. It is the basis for other applications, such as climate change mitigation."
Mariagrazia Fugini, Handling Editor
Design of tennis auxiliary teaching system based on reinforcement learning and multi-feature fusion
"The research presents a tennis auxiliary teaching system designed to accurately recognize and evaluate tennis movements by integrating reinforcement learning and multi-feature fusion with deep learning and tennis-specific knowledge. The system employs a human pose-recognition algorithm to extract skeletal joint points from video sequences, followed by reinforcement learning to optimize keyframe extraction."
Muhammad Asif, Handling Editor
Enhanced information cross-attention fusion for drug–target binding affinity prediction
"The article proposes an interesting fusion application to chemoinformatics"
Davide Chicco, Handling Editor
Transformer-based tokenization for IoT traffic classification across diverse network environments
"The article describes an interesting data science study on traffic data."
Davide Chicco, Handling Editor
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