Patents

Issued

  • US7668843B2: Identification of anomalous data records
  • US8958603B2: Automated Mapping Land Cover Change Using Sequences of Aerial Imagery
  • US9430839B2: Unsupervised Framework to Monitor Lake Dynamics
  • US9478038B2: An Unsupervised Spatio-Temporal Data Mining Framework for Burned Area
  • US20160314411A1: Classification of Highly-Skewed Data ("A Predictive Modelling Framework for Identifying Rare Class in Absence of Truth" awarded 9/15/2020)
  • US20190303703A1: Predicting land covers from satellite images using temporal and spatial context
  • US20190057245A1: Satellite image classification across multiple resolutions and time using ordering constraint among instances

 

Pending

  • US20190303713A1: Mining Shifting Patterns in Multi-variate Sequence Classification: An Interpretable Approach
  • US20190057183A1: Machine based classifier for genetic interactions