Recent Advances in Artificial Intelligence and Machine Learning, 2nd Edition

Dear Colleagues,

With the rapid development of artificial intelligence (AI) and machine learning (ML), various intelligent models have been developed to solve practical problems in every imaginable domain, including, but not limited to, healthcare, engineering, finance, agriculture, and remote sensing. Currently, the application of intelligent systems for real-world applications is feasible and sound. AI and ML have a significant impact on human life, helping to transform life for the better in general. However, the implementation of AI and ML technologies faces several challenges, such as limited labeled samples, class imbalance, privacy issues, and model interpretability. There is a critical need for the development of advanced AL and ML methods in order to mitigate these challenges.

This Special Issue focuses on state-of-the-art research relating to the development and application of AI and ML technologies to enhance people’s lives. Topics of interest include, but are not limited to, the following:

1. The applications of artificial intelligence and machine learning models in various domains, such as smart health, smart cities, and smart factories;
2. Novel artificial intelligence and machine learning methods and algorithms;
3. Interpretable artificial intelligence and machine learning for the understanding of big data;
4. Artificial intelligence and machine learning for computer vision, such as image classification, object detection, segmentation, understanding, and generation;
5. Deep learning artificial intelligence and machine learning for intelligent speech (e.g., speech recognition, speaker verification, speech enhancement, and speech synthesis);
6. Artificial intelligence and machine learning for natural language processing;
7. Deepfake and anti-spoofing techniques.

Dr. Liang Zou
Dr. Liang Zhao
Prof. Dr. Yonghui Xu
Guest Editors

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