Signal and Image Processing Applications in Artificial Intelligence, 2nd Edition
A special issue of Electronics (ISSN 2079-9292). This special issue belongs to the section "Artificial Intelligence".
Deadline for manuscript submissions: 30 September 2025 | Viewed by 2756
Special Issue Editors
Interests: signal processing; sleep analysis; machine learning; biomedical analysis
Special Issues, Collections and Topics in MDPI journals
Interests: artificial neural networks; artificial intelligence; machine learning
Special Issues, Collections and Topics in MDPI journals
Interests: CNN; deep learning; sleep apnea; sensors for sleep apnea; RNN; deep neural network
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
This Special Issue focuses on the general application of artificial intelligence using signal and image processing, covering a broad range of research topics in which data-driven decision-making is employed. In addition, it aims to evaluate innovative research in which artificial intelligence provides a novel perspective.
The relevance of these topics has increased significantly in recent years, as machine-learning-based components become the backbone of modern systems and the Internet of Things (IoT) confers intelligence to our daily activities. While these intelligent devices provide outstanding data collection capabilities, there is a need to develop sophisticated data-driven algorithms that are capable of processing the information generated. Likewise, this Special Issue would like to address the impact of machine learning and novel methods based on deep learning, and study how these new techniques can advance the field.
The scope of this Special Issue includes, but is not limited to, the following topics:
- Data-driven algorithms based on IoT-system-generated data;
- Applications of transfer learning for image processing;
- Object detection using machine learning;
- Feature selection techniques;
- IoT-based applications with data analysis;
- Real-world applications of machine learning.
Dr. Fabio Mendonca
Dr. Morgado Dias
Dr. Sheikh Shanawaz Mostafa
Guest Editors
Manuscript Submission Information
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Keywords
- artificial intelligence
- image classification
- big data
- signal processing
- explainable machine learning
- Internet of Things
- model-agnostic techniques
- imaging analytics
- machine learning and deep learning
- feature selection
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