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1905.09068
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Augmenting Physiological Time Series Data: A Case Study for Sleep Apnea Detection
22 May 2019
K. Nikolaidis
Stein Kristiansen
V. Goebel
T. Plagemann
Knut Liestøl
Mohan S. Kankanhalli
AI4TS
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Papers citing
"Augmenting Physiological Time Series Data: A Case Study for Sleep Apnea Detection"
10 / 10 papers shown
Title
A Review on Generative AI Models for Synthetic Medical Text, Time Series, and Longitudinal Data
Mohammad Loni
Fatemeh Poursalim
Mehdi Asadi
Arash Gharehbaghi
SyDa
120
2
0
19 Nov 2024
Generative adversarial networks in time series: A survey and taxonomy
Eoin Brophy
Zhengwei Wang
Qi She
Tomas E. Ward
EGVM
AI4TS
76
57
0
23 Jul 2021
OCT-GAN: Neural ODE-based Conditional Tabular GANs
Jayoung Kim
Jinsung Jeon
Jaehoon Lee
Jihyeon Hyeong
Noseong Park
96
37
0
31 May 2021
ConCAD: Contrastive Learning-based Cross Attention for Sleep Apnea Detection
Guanjie Huang
Fenglong Ma
63
11
0
07 May 2021
Using Under-trained Deep Ensembles to Learn Under Extreme Label Noise
K. Nikolaidis
T. Plagemann
Stein Kristiansen
V. Goebel
Mohan Kankanhalli
NoLa
UQCV
50
3
0
23 Sep 2020
My Health Sensor, my Classifier: Adapting a Trained Classifier to Unlabeled End-User Data
K. Nikolaidis
Stein Kristiansen
T. Plagemann
V. Goebel
Knut Liestøl
...
G. Traaen
Britt Overland
Harriet Akre
L. Aakerøy
S. Steinshamn
OOD
82
1
0
22 Sep 2020
An Empirical Survey of Data Augmentation for Time Series Classification with Neural Networks
Brian Kenji Iwana
S. Uchida
AI4TS
90
505
0
31 Jul 2020
If You Like It, GAN It. Probabilistic Multivariate Times Series Forecast With GAN
Alireza Koochali
Andreas Dengel
Sheraz Ahmed
AI4TS
82
31
0
03 May 2020
Time Series Data Augmentation for Neural Networks by Time Warping with a Discriminative Teacher
Brian Kenji Iwana
S. Uchida
AI4TS
83
93
0
19 Apr 2020
Time Series Data Augmentation for Deep Learning: A Survey
Qingsong Wen
Liang Sun
Fan Yang
Xiaomin Song
Jing Gao
Xue Wang
Huan Xu
AI4TS
131
649
0
27 Feb 2020
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