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04/09/2023
Filling out the missing gaps: Time Series Imputation with Semi-Supervised Learning
Missing data in time series is a challenging issue affecting time series...
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04/09/2023
Embarrassingly Simple MixUp for Time-series
Labeling time series data is an expensive task because of domain experti...
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11/11/2021
Hierarchical clustering by aggregating representatives in sub-minimum-spanning-trees
One of the main challenges for hierarchical clustering is how to appropr...
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10/26/2021
PARIS: Personalized Activity Recommendation for Improving Sleep Quality
The quality of sleep has a deep impact on people's physical and mental h...
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07/12/2021
MOOCRep: A Unified Pre-trained Embedding of MOOC Entities
Many machine learning models have been built to tackle information overl...
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01/19/2021
Continual Deterioration Prediction for Hospitalized COVID-19 Patients
Leading up to August 2020, COVID-19 has spread to almost every country i...
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01/16/2021
An Empirical Comparison of Deep Learning Models for Knowledge Tracing on Large-Scale Dataset
Knowledge tracing (KT) is the problem of modeling each student's mastery...
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01/10/2021
Learning Student Interest Trajectory for MOOCThread Recommendation
In recent years, Massive Open Online Courses (MOOCs) have witnessed imme...
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08/28/2020
RKT : Relation-Aware Self-Attention for Knowledge Tracing
The world has transitioned into a new phase of online learning in respon...
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09/12/2019
Using Clinical Notes with Time Series Data for ICU Management
Monitoring patients in ICU is a challenging and high-cost task. Hence, p...
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11/14/2018
Adversarial Unsupervised Representation Learning for Activity Time-Series
Sufficient physical activity and restful sleep play a major role in the ...
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07/23/2018
Sleep Staging by Modeling Sleep Stage Transitions using Deep CRF
Sleep plays a vital role in human health, both mental and physical. Slee...
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12/27/2017
Co-Morbidity Exploration on Wearables Activity Data Using Unsupervised Pre-training and Multi-Task Learning
Physical activity and sleep play a major role in the prevention and mana...
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06/19/2017
Leveraging web resources for keyword assignment to short text documents
Assigning relevant keywords to documents is very important for efficient...
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02/17/2016