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June 18, 2008 / Last updated : January 5, 2020 irfan Activity Recognition

Thesis David Minnen PhD (2008): "Unsupervised Discovery of Activity Primitives from Multivariate Sensor Data"

Unsupervised Discovery of Activity Primitives from Multivariate Sensor Data David Minnen PhD (2008): “Unsupervised Discovery of Activity Primitives from Multivariate Sensor Data” Georgia Institute of Techniology, College of Computing, Atlanta, GA. (Advisors: Thad Starner & Irfan Essa) Abstract This research addresses the problem of temporal pattern discovery in real-valued, multivariate sensor data. Several algorithms were […]

October 28, 2007 / Last updated : October 28, 2007 irfan Activity Recognition

Paper: IEEE Data Mining Conference 2007 "Detecting Subdimensional Motifs: An Efficient Algorithm for Generalized Multivariate Pattern Discovery"

Detecting Subdimensional Motifs: An Efficient Algorithm for Generalized Multivariate Pattern Discovery Minnen, Essa, Isbell, and Starner (2007), “Detecting Subdimensional Motifs: An Efficient Algorithm for Generalized Multivariate Pattern Discovery,” in Proceedings of IEEE International Conference on Data Mining (ICDM), 2007. [PDF] [DOI] [BIBTEX] @inproceedings{2007-Minnen-DSMEAGMPD, Author = {D. Minnen and I. Essa and C. Isbell and T. Starner}, Booktitle = […]