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How can symbolic regression generate mathematical models describing relationships between ambient light scattering and device settings?

helpResearch questionSmart Home, IoT Interoperability, and Device Ecosystems

How can symbolic regression generate mathematical models describing relationships between ambient light scattering and device settings?

UbiComp '24Smartbright: Learning a Physics-Based Model of Light-Scattering With Symbolic Regression

Similar questions

helpResearch questionSmart Home, IoT Interoperability, and Device Ecosystems

How do symbolic regression methods (Sym, SymBS, SymUC) perform in complex lighting change scenarios such as sunrise and sunset?

UbiComp '24Smartbright: Learning a Physics-Based Model of Light-Scattering With Symbolic Regression

helpResearch questionSmart Home, IoT Interoperability, and Device Ecosystems

How can user preferences and smart home lighting system objective optimization be co-optimized?

UbiComp '24Smartbright: Learning a Physics-Based Model of Light-Scattering With Symbolic Regression

helpResearch questionSmart Home, IoT Interoperability, and Device Ecosystems

Why are users willing to share smart home devices for collaborative monitoring during family emergencies, and what are the motivations and potential benefits?

CHI '23Co-designing Community-based Sharing of Smarthome Devices for the Purpose of Co-monitoring In-home Emergencies

helpResearch questionSmart Home, IoT Interoperability, and Device Ecosystems

What are the main drawbacks and barriers to smart home device sharing?

CHI '23Co-designing Community-based Sharing of Smarthome Devices for the Purpose of Co-monitoring In-home Emergencies

helpResearch questionSmart Home, IoT Interoperability, and Device Ecosystems

What design needs and recommendations do users have for collaborative monitoring systems?

CHI '23Co-designing Community-based Sharing of Smarthome Devices for the Purpose of Co-monitoring In-home Emergencies

helpResearch questionSmart Home, IoT Interoperability, and Device Ecosystems

How do simple IoT communication devices (e.g., Light Touch) affect emotional connection in maintaining long-distance intimate relationships?

CHI '23Living with Light Touch: An Autoethnography of a Simple Communication Device in Long-Term Use

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Co-designing Community-based Sharing of Smarthome Devices for the Purpose of Co-monitoring In-home Emergencies

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Living with Light Touch: An Autoethnography of a Simple Communication Device in Long-Term Use

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Standing in the Way of Control: A Call to Action to Prevent Abuse through Better Design of Smart Home Technologies

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Proceed with Care: Reimagining Home IoT Through a Care Perspective

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“We Just Use What They Give Us”: Understanding Passenger User Perspectives in Smart Homes

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The Technology Is Enemy for Me at the Moment: How Smart Home Technologies Assert Control Beyond Intent

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