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09/19/2023
Crowdotic: A Privacy-Preserving Hospital Waiting Room Crowd Density Estimation with Non-speech Audio
Privacy-preserving crowd density analysis finds application across a wid...
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07/03/2023
Internet of Things Fault Detection and Classification via Multitask Learning
This paper presents a comprehensive investigation into developing a faul...
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07/03/2023
Augmenting Deep Learning Adaptation for Wearable Sensor Data through Combined Temporal-Frequency Image Encoding
Deep learning advancements have revolutionized scalable classification i...
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10/18/2022
Enabling Heterogeneous Domain Adaptation in Multi-inhabitants Smart Home Activity Learning
Domain adaptation for sensor-based activity learning is of utmost import...
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10/18/2022
Semi-Supervised Domain Adaptation with Auto-Encoder via Simultaneous Learning
We present a new semi-supervised domain adaptation framework that combin...
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09/11/2021
College Student Retention Risk Analysis From Educational Database using Multi-Task Multi-Modal Neural Fusion
We develop a Multimodal Spatiotemporal Neural Fusion network for Multi-T...
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06/22/2021
PALMAR: Towards Adaptive Multi-inhabitant Activity Recognition in Point-Cloud Technology
With the advancement of deep neural networks and computer vision-based H...
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06/22/2021
Person Re-identification Attack on Wearable Sensing
Person re-identification is a critical privacy attack in publicly shared...
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05/15/2021
Heterogeneous Causal Effect of Polysubstance Usage on Drug Overdose
In this paper, we propose a system to estimate heterogeneous concurrent ...
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05/11/2021
Knowledge Transfer across Imaging Modalities Via Simultaneous Learning of Adaptive Autoencoders for High-Fidelity Mobile Robot Vision
Enabling mobile robots for solving challenging and diverse shape, textur...
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05/05/2021
Activity-Aware Deep Cognitive Fatigue Assessment using Wearables
Cognitive fatigue has been a common problem among workers which has beco...
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09/25/2020
Monitoring My Dehydration: A Non-Invasive Dehydration Alert System Using Electrodermal Activity
Staying hydrated and drinking fluids is extremely crucial to stay health...
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03/17/2020
AutoCogniSys: IoT Assisted Context-Aware Automatic Cognitive Health Assessment
Cognitive impairment has become epidemic in older adult population. The ...
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03/16/2020
LAXARY: A Trustworthy Explainable Twitter Analysis Model for Post-Traumatic Stress Disorder Assessment
Veteran mental health is a significant national problem as large number ...
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10/18/2019