معرفی
Colleen Bailey is an Assistant Professor in the Department of Electrical Engineering at the University of North Texas. Her research focuses on the intersection of machine learning, signal processing, and energy systems, with applications spanning biomedical imaging, environmental monitoring, and edge computing.
Research Interests:
- Machine learning optimization for edge devices
- Entropy-based image compression techniques
- Attention mechanisms in vision transformers
- Urban air pollution prediction models
- Land surface temperature super-resolution
Publication Trends: Recent works emphasize compact AI architectures (e.g., MHATT network, entropy bottleneck models) for efficient processing in resource-constrained scenarios. Applications include medical imaging (Chest X-ray analysis), environmental monitoring (air quality, Martian dust storms), and energy systems (household prediction, power quality classification).
Contact:
- Email: Colleen.Bailey@unt.edu
- Office: Discovery Park B252
- Phone: 940-891-6874
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