RI | People | Javier Hernandez

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Javier Hernandez
Research Associate I

Associated center: VASC

Email address: javierh@andrew.cmu.edu

Mailing address:
Carnegie Mellon University
Robotics Institute
5000 Forbes Avenue
Pittsburgh, PA 15213

Jump to: Labs & groups | Projects

Current Labs & Groups

Component Analysis - The Component Analysis Lab is devoted to research new learning techniques to encode and decompose a given signal into relevant components for classification, clustering, modeling and visualization.

Human Sensing - The goal of the Human Sensing Lab is to develop new machine learning algorithms to model and understand human behavior from sensory data.

Current Projects

Forecasting the Anterior Cruciate Ligament Rupture Patterns - Use of machine learning techniques to predict the injury pattern of the Anterior Cruciate Ligament (ACL) using non-invasive methods.	Hot Flash Detection - Machine learning algorithms to detect hot flashes in women using physiological measures.
Image Alignment - Image alignment with parameterized appearance models.	Reflective Agents with Distributed Adaptive Reasoning - The focus of the RADAR project is to build a cognitive assistant that embodies machine learning technology that is able to function without requiring expert tuning or specially trained users.