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TITB
2016
53views Education» more  TITB 2016»
10 years 14 days ago
A Prediction Model for Functional Outcomes in Spinal Cord Disorder Patients Using Gaussian Process Regression
Abstract—Predicting the functional outcomes of spinal cord disorder patients after medical treatments, such as a surgical operation, has always been of great interest. Accurate p...
Sunghoon Ivan Lee, Bobak Mortazavi, Haydn A. Hoffm...
TITB
2016
51views Education» more  TITB 2016»
10 years 14 days ago
Accuracy Improvement on the Measurement of Human-Joint Angles
—A measurement technique that decreases the root mean square error (RMSE) of measurements of human joint angles using a personal wireless sensor network (WSN) is reported. Its op...
Dai Meng, Todd Shoepe, Gustavo Vejarano
TITB
2016
50views Education» more  TITB 2016»
10 years 14 days ago
Component-Level Tuning of Kinematic Features From Composite Therapist Impressions of Movement Quality
—In this paper, we propose a general framework for tuning component-level kinematic features using therapists’ overall impressions of movement quality, in the context of a Home...
Vinay Venkataraman, Pavan K. Turaga, Michael Baran...
TIT
2016
29views Education» more  TIT 2016»
10 years 14 days ago
Random Forests and Kernel Methods
—Random forests are ensemble methods which grow trees as base learners and combine their predictions by averaging. Random forests are known for their good practical performance, ...
Erwan Scornet
TIT
2016
48views Education» more  TIT 2016»
10 years 14 days ago
The Generalized Lasso With Non-Linear Observations
Abstract—We study the problem of signal estimation from nonlinear observations when the signal belongs to a low-dimensional set buried in a high-dimensional space. A rough heuris...
Yaniv Plan, Roman Vershynin