Artificial Intelligence Technique

Artificial intelligence (AI) techniques are rapidly transforming diverse fields by automating complex tasks and extracting insights from large datasets. Current research emphasizes the application of AI across various domains, including healthcare (e.g., disease diagnosis, personalized medicine), environmental monitoring (e.g., water quality assessment, pest control), and software engineering (e.g., effort estimation, malware detection), often employing machine learning, deep learning (including convolutional neural networks and transformers), and other algorithms like support vector machines and conditional random fields. This widespread adoption of AI is significantly impacting scientific discovery and practical applications, leading to improved efficiency, accuracy, and decision-making in numerous sectors.