Om Prasad Patri

Title: Innovations by Om Prasad Patri

Introduction

Om Prasad Patri is an accomplished inventor based in Los Angeles, CA. He has made significant contributions to the field of multivariate time series analysis. His innovative approach focuses on extracting interpretable features for classification from physical systems.

Latest Patents

Om Prasad Patri holds a patent for a method and system that involves extracting shapelets from each dimension of multi-dimensional time series data. This method includes building decision-tree classifiers for each time series dimension based on the extracted shapelets. Additionally, it generates a pairwise similarity matrix to determine the similarity between different time series dimensions. The process also incorporates a feature selection technique to assign respective feature weights and classifier weights. Ultimately, the decisions from the classifiers are combined to produce a final classification verdict for each time series dimension.

Career Highlights

Om Prasad Patri is currently associated with NEC Corporation, where he applies his expertise in time series analysis. His work has been instrumental in advancing methodologies that enhance the interpretability and classification of complex data sets.

Collaborations

He has collaborated with notable colleagues, including Haifeng Chen and Guofei Jiang, contributing to various projects that leverage their combined expertise in the field.

Conclusion

Om Prasad Patri's innovative work in extracting features for multivariate time series classification showcases his dedication to advancing technology in this area. His contributions continue to influence the field and inspire future innovations.