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Alfred O. Hero
John H. Holland Distinguished University Professor of EECS; R. Jamison and Betty Williams Professor of Engineering; Professor, EECS – Electrical and Computer Engineering; Professor (courtesy), Biomedical Engineering; EECS – Computer Science and Engineering; Statistics
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Research Interests
Theory and Algorithms Underlying Data Science and Machine Learning. Theory Includes Applied Probability, Statistical Modeling, and Optimization. Applications Include Complex Networks, Spatio-Temporal Processes, Computational Biology, Personalized Health, and Security.
Sparse and Compressive Sensing Techniques
Distributed Sensor Networks and Detection Algorithms
Statistical Methods and Inference
Target Tracking and Data Fusion in Sensor Networks
Complex Network Analysis Techniques
Academic Metrics
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