SAM3 Expertise Areas: Machine Learning / Data Analytics / Deep Learning / Artificial Intelligence

SAM3 researchers have expertise in many advanced analytics methods that allow for the processing of large data sets or complex sensor data.  Through these methods, vast arrays of sensor and other data are analyzed to determine knowledge and information that can be communicated to the older adult leading to action.

Analytics Expertise Areas

  • Applications to: Video analysis, Audio and acoustic analysis, Smart home sensor fusion, Driving Assessment
  • Methods: Machine Learning, Deep Learning, Artificial Intelligence including supervised and unsupervised learning
  • Big data analysis including datasets >1TB
  • Processing models including cluster and GPU assisted methods