Machine Learning and Big Data Analytics for the Internet of Things and Wireless Sensor Networks
A special issue of Sensors (ISSN 1424-8220). This special issue belongs to the section "Internet of Things".
Deadline for manuscript submissions: 20 January 2025 | Viewed by 713
Special Issue Editors
Interests: wireless sensor networks; machine learning; internet of things; embedded devices
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
The use of Machine Learning (ML) techniques has been highlighted as a promising approach for processing IoT data and optimizing resource utilization in wireless sensor networks (WSNs) and represents one of the most advanced analytical techniques currently in use.
The IoT and WSNs generate a large volume of data from various sources such as environmental sensors, smart appliances, industrial equipment, and wearable devices. ML algorithms help to process and analyze these data in order to extract meaningful insights, detect patterns, and make predictions.
The topics of interest within this Special Issue include, but are not limited to:
- Predictive maintenance;
- Anomaly detection;
- Sensor fusion;
- Energy optimization;
- Tiny Machine Learning;
- Data-driven model optimization;
- Model pruning, quantization, and compression;
- Interpretation and decision-making;
- Smart cities and urban analytics;
- Security and Privacy.
Dr. Emanuele Lattanzi
Dr. Chiara Contoli
Guest Editors
Manuscript Submission Information
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Keywords
- Internet of Things
- machine learning for IoT
- energy-aware machine learning
- predictive maintenance
- big data analytics
- wireless sensor networks
- security and privacy
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