Computational Intelligence and Sensor Signal Analysis in Healthcare and Cyber Analytics
A special issue of Sensors (ISSN 1424-8220). This special issue belongs to the section "Biomedical Sensors".
Deadline for manuscript submissions: 20 August 2026 | Viewed by 103
Special Issue Editors
Interests: health informatics; brain signal analysis; noninvasive health applications; intelligent data analysis for statistical modelling; machine learning; artificial intelligence; pattern recognition; time series analysis; big data; EEG signal analysis and classification; biomedical signal processing; data mining; deep web; search engine; web crawler
Interests: artificial intelligence; cyber security; health informatics
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
In recent years, remarkable progress has been made in the development of sensor technologies, biomedical devices, wearable platforms, and IoT systems, enabling large-scale data collection across healthcare and the cyber landscape. These technologies have generated vast amounts of physiological, imaging, and sensor-based data with transformative potential. However, much of this potential remains underutilised due to a lack of advanced computational intelligence techniques capable of extracting meaningful insights and hidden malicious patterns.
This Special Issue of Sensors, entitled “Computational Intelligence and Sensor Signal Analysis in Healthcare and Cyber Analytics”, seeks to highlight the integration of artificial intelligence (AI), machine learning (ML), and computational intelligence approaches with sensor-derived data across multiple domains. We invite contributions that explore both foundational methods and practical deployments, emphasising solutions that bridge research and applications.
With this Special Issue, we aim to bring together clinicians, biomedical researchers, and computational scientists to foster interdisciplinary collaboration. By bridging clinical expertise with advanced computational methods, we aspire to showcase innovative approaches that improve patient care, industrial efficiency, and cyber monitoring while making advances in intelligent sensor data analysis.
We look forward to receiving your contributions to this exciting Special Issue.
Dr. Supriya Supriya
Dr. Kamran Shaukat
Guest Editors
Manuscript Submission Information
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Keywords
- machine learning
- reinforcement learning
- explainable machine learning
- adversarial machine learning
- adversarial attacks
- cyber security
- intrusion detection systems
- imbalanced datasets
- bioinformatics
- medical diagnosis
- learning analytics
- sensor data
- multimodal biosignal and imaging fusion
- wearable-derived physiological streams
- low-power, real-time health monitoring
- smart cities and sensor networks
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