Princess P. Lyons

Princess P. Lyons

ECE Ph.D. student and Fútbol enthusiast at the University of Florida

Research + Publications

Research Interests

Machine Learning, Data Analytics, Biometrics, Pattern Recognition, Image Processing, Natural Language Processing

Current Research Projects

  • Cross-Lingual Authorship Attribution
    • Machine Learning, Data Analytics, Natural Language Processing

Publications

Conference

  1. P. Lyons, D. Suen, A. Galusha, A. Zare and J. Keller, “Comparison of prescreening algorithms for target detection in synthetic aperture sonar imagery” Proc. SPIE 10628, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXIII, 2018.
  2. C. Jiao, P. Lyons, A. Zare, L. Rosales and M. Skubic, “Heart beat characterization from ballistocardiogram signals using extended functions of multiple instances,” 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Orlando, FL, 2016.

Journal

  1. C. Jiao, B. Su, P. Lyons, A. Zare, K. C. Ho and M. Skubic, “Multiple Instance Dictionary Learning for Beat-to-Beat Heart Rate Monitoring From Ballistocardiograms,” in IEEE Transactions on Biomedical Engineering, vol. 65, no. 11, pp. 2634-2648, Nov. 2018.

Past Research Projects

  • Object Detection in Synthetic Aperture SONAR Imagery
    • Machine Learning, Image Processing, Algorithm Development
  • Heartbeat Characterization of Ballistocardiogram Signals
    • Signal Processing, Machine Learning, Pattern Recognition
  • HLB Detection in Orange Trees
    • Machine Learning, Hyperspectral Image Analysis, Image Processing