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PECO: a Personalized activity ECOsystem
Unmet Need: Activity Recognition in multi-view ecosystemsSmart Environments have become more ubiquitous in recent years and with these advancements, the activity recognition algorithms have advanced, but still lack the ability to collaborate and transfer information across heterogenous devices.The Technology: Collegial Activity Learning between Heterogeneous...
Published: 5/25/2023
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Inventor(s): Diane Cook, Kyle Feuz
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Smart Home Recognition of Multiple Residents
Unmet Need: Smart Home Optimization for Multiple Residents
Smart environments show great promise for use in medical monitoring, energy efficiency, and ubiquitous computing applications. Realization of truly smart environments requires the development of robust methods that can be applied to real world settings, to interpret data from the sensing elements...
Published: 5/25/2023
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Inventor(s): Diane Cook, Aaron Crandall
Keywords(s): Computer Hardware/Software
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Activity Learning ("AL") Application for Real-Time Generalizable Activity Recognition
Unmet Need: Sensor Data Recognition and Analysis
Strained care providers and an increasing elderly population need additional non-invasive human behavior analysis and intervention to increase independence and autonomy of individuals with decreased memory and mental capacity.
The Technology: Activity Learning ("AL") Application
AL provides...
Published: 5/25/2023
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Inventor(s): Diane Cook, Lawrence Holder
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Behavioral Assessment within Smart Homes using Activity Curves
Challenge: Longitudinal assessment outside clinical environment
Traditional individual behavioral health studies require a controlled laboratory or clinical environment distinct from an individual's usual living space. This can be costly, induce artificial stress on vulnerable subjects, and impact observed behavior.
The Technology: Environmental...
Published: 5/25/2023
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Inventor(s): Diane Cook, Prafulla Dawadi, Maureen Schmitter-Edgecombe
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Knowledge Transfer in Smart Environments
Unmet Need: Simplified Training for Assistive Artificial Intelligence in New Sensored Environments
Data mining and pervasive computing technologies found in smart homes offer unprecedented opportunities for providing context-aware services, including health monitoring and assistance to individuals experiencing difficulties living independently at home....
Published: 5/25/2023
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Inventor(s): Diane Cook, Parisa Rashidi
Keywords(s): Computer Hardware/Software
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Data-Driven Activity Prediction
Unmet Need: Simple and reliable approach to activity prediction
An individual’s activities affect that individual, society, and the environment. Over the past decade, maturing of data mining and pervasive computing technologies have made it possible to automate activity learning from sensor data. To observe and understand individuals'...
Published: 5/25/2023
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Inventor(s): Diane Cook, Bryan Minor, Venkata Janardhan Rao Doppa
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Smart Home Technologies to Support Adults with Cognitive and Physical Limitations
Unmet Need: Sensor Data Recognition and Analysis
In today’s connected world, businesses and individuals are more interested in capturing and understanding the data our smart phones, smart speakers, even smart refrigerators transmit. This data-mining craze has created a proliferation of sensor data and we are finding it difficult to track all...
Published: 6/9/2023
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Inventor(s): Diane Cook, Michael Youngblood, Parisa Rashidi
Keywords(s): Computer Hardware/Software
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