Patents

Issued

  • 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)

 

Pending

  • US20190057245A1: Information Transfer Across Multiple Resolutions and Time Using Order
  • US20190303703A1: Incremental Dual-memory LSTM in Land Cover Prediction
  • US20190303713A1: Mining Shifting Patterns in Multi-variate Sequence Classification: An Interpretable Approach