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07/19/2023
Self-Supervised Learning for WiFi CSI-Based Human Activity Recognition: A Systematic Study
Recently, with the advancement of the Internet of Things (IoT), WiFi CSI...
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10/28/2022
M^3Care: Learning with Missing Modalities in Multimodal Healthcare Data
Multimodal electronic health record (EHR) data are widely used in clinic...
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08/28/2022
On the design of Massive MIMO-QAM detector via ℓ_2-Box ADMM approach
In this letter, we develop an ℓ_2-box maximum likelihood (ML) formulatio...
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02/21/2022
Human-in-the-loop Machine Learning: A Macro-Micro Perspective
Though technical advance of artificial intelligence and machine learning...
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09/30/2020
Is AI Model Interpretable to Combat with COVID? An Empirical Study on Severity Prediction Task
Black-box nature hinders the deployment of many high-accuracy models in ...
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07/17/2020
CovidCare: Transferring Knowledge from Existing EMR to Emerging Epidemic for Interpretable Prognosis
Due to the characteristics of COVID-19, the epidemic develops rapidly an...
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04/25/2020
Enabling Cost-Effective Population Health Monitoring By Exploiting Spatiotemporal Correlation: An Empirical Study
Because of its important role in health policy-shaping, population healt...
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11/27/2019
AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration
Deep learning-based health status representation learning and clinical p...
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11/01/2018
Multi-Label Robust Factorization Autoencoder and its Application in Predicting Drug-Drug Interactions
Drug-drug interactions (DDIs) are a major cause of preventable hospitali...
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05/22/2018
Social-Network-Assisted Worker Recruitment in Mobile Crowd Sensing
Worker recruitment is a crucial research problem in Mobile Crowd Sensing...
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05/22/2018
HyTasker: Hybrid Task Allocation in Mobile Crowd Sensing
Task allocation is a major challenge in Mobile Crowd Sensing (MCS). Whil...
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05/22/2018
Crowd-Powered Sensing and Actuation in Smart Cities: Current Issues and Future Directions
With the advent of seamless connection of human, machine, and smart thin...
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05/22/2018