Location History:
- Minneapolis, MN (US) (2015)
- Cambridge, MA (US) (2016)
Company Filing History:
Years Active: 2015-2016
Title: Innovations of Shyam Boriah in Data Mining and Environmental Monitoring
Introduction
Shyam Boriah is an accomplished inventor based in Cambridge, MA (US). He has made significant contributions to the fields of data mining and environmental monitoring. With a total of 3 patents, his work focuses on developing innovative methods that enhance the efficiency of data processing and analysis.
Latest Patents
One of his latest patents is titled "Unsupervised spatio-temporal data mining framework for burned area mapping." This method reduces the processing time required to identify locations burned by fire. It achieves this by receiving a feature value for each pixel in an image, with each pixel representing a sub-area of a location. Pixels are grouped based on similarities of the feature values to form candidate burn events. For each candidate burn event, a probability is determined to assess whether it is a true burn event. Candidate burn events with a probability below a certain threshold are removed from further consideration, resulting in a refined set of candidate burn events.
Another notable patent is the "Unsupervised framework to monitor lake dynamics." This method reduces processing time when assigning geographic areas to land cover labels using satellite sensor values. A processor receives feature values for each pixel in a time series of satellite sensor frames, each covering the same geographic location. For each sub-area, a land cover label is assigned, and the processor determines a fraction function for sub-areas assigned to a specific land cover label. The reassignment of sub-areas is based on these fraction functions, enhancing the accuracy of land cover classification.
Career Highlights
Shyam Boriah is affiliated with the University of Minnesota, where he continues to advance his research and innovations. His work has garnered attention for its practical applications in environmental monitoring and data analysis.
Collaborations
He collaborates with notable colleagues such as Ankush Khandelwal and Vipin Kumar, contributing to a dynamic research environment that fosters innovation.
Conclusion
Shyam Boriah's contributions to data mining and environmental monitoring exemplify the impact of innovative thinking in addressing real-world challenges. His patents reflect a commitment to enhancing data processing methods, ultimately benefiting various fields.