helpResearch questionSensor-Based Activity Recognition
How effective is the proposed noise measurement metric at improving clustering results on sparse data?UbiComp '22You Are What You Use: Usage-based Profiling in IoT Environments
Sensing, Recognition, and Security / Sensor-Based Activity Recognition
How effective is the proposed noise measurement metric at improving clustering results on sparse data?
Similar questions
helpResearch questionSensor-Based Activity Recognition
How can LLMs (e.g., GPT) evaluate natural language explanation quality of explainable human activity recognition models in smart homes?UbiComp '24Using Large Language Models to Compare Explainable Models for Smart Home Human Activity Recognition
helpResearch questionSensor-Based Activity Recognition
How do two prompt-engineering strategies (Best-Among-K and scoring) perform in explanation quality assessment, and how consistent are they with user survey results?UbiComp '24Using Large Language Models to Compare Explainable Models for Smart Home Human Activity Recognition
helpResearch questionSensor-Based Activity Recognition
What advantages and limitations do LLM-based evaluation methods have compared with user surveys and knowledge-model approaches for assessing explanation quality?UbiComp '24Using Large Language Models to Compare Explainable Models for Smart Home Human Activity Recognition
helpResearch questionSensor-Based Activity Recognition
How can burden-free zero-shot sleep staging be achieved from ballistocardiography (BCG)?UbiComp '24SleepNetZero: Zero-Burden Zero-Shot Reliable Sleep Staging with Neural Networks Based on Ballistocardiograms
helpResearch questionSensor-Based Activity Recognition
How can model generalization be improved despite sensor principle differences between BCG and PSG (polysomnography)?UbiComp '24SleepNetZero: Zero-Burden Zero-Shot Reliable Sleep Staging with Neural Networks Based on Ballistocardiograms
helpResearch questionSensor-Based Activity Recognition
Which data augmentation techniques improve BCG sleep staging reliability in data-scarce settings?UbiComp '24SleepNetZero: Zero-Burden Zero-Shot Reliable Sleep Staging with Neural Networks Based on Ballistocardiograms
Related papers
UbiComp 2024
ChromaFlash: Snapshot Hyperspectral Imaging Using Rolling Shutter Cameras
Dhruv Verma, Ian Ruffolo, David B. Lindell
UbiComp 2024
Waving Hand as Infrared Source for Ubiquitous Gas Sensing
Zimo Liao, Meng Jin, Shun An
UbiComp 2024
RF-GymCare: Introducing Respiratory Prior for RF Sensing in Gym Environments
Jianyang Wang, Dongheng Zhang, Binbin Zhang
UbiComp 2023
FeverPhone: Accessible Core-Body Temperature Sensing for Fever Monitoring Using Commodity Smartphones
Joseph Breda, Mastafa Springston, Alex Mariakakis
CHI 2023
Complex Daily Activities, Country-Level Diversity, and Smartphone Sensing: A Study in Denmark, Italy, Mongolia, Paraguay, and UK
Karim Assi, Lakmal Meegahapola, William Droz
CHI 2023
LaserShoes: Low-Cost Ground Surface Detection Using Laser Speckle Imaging
Zihan Yan, Yuxiaotong Lin, Guanyun Wang
UIST 2022
NFCStack: Identifiable Physical Building Blocks that Support Concurrent Construction and Frictionless Interaction
Chi-Jung Lee, Chi-Huan Chiang, Ling-Chien Yang