title: datasets

单变量数据集

UCR 2015

Yanping Chen, Eamonn Keogh, Bing Hu, Nurjahan Begum, Anthony Bagnall,
Abdullah Mueen, and Gustavo Batista. The ucr time series classification
archive, July 2015. www.cs.ucr.edu/
̃eamonn/time_series_data/.

UCR 2018

The UCR Time Series Archive

多变量

UEA

The UEA multivariate time series classification archive, 2018.

PTB-XL

P. Wagner, N. Strodthoff, R.-D. Bousseljot, D. Kreiseler, F. I. Lunze, W.
Samek, and T. Schaeffter, “Ptb-xl, a large publicly available
electrocardiography dataset,” Scientific data, vol. 7, no. 1, pp. 1–15,
2020.

[48] A. L. Goldberger, L. A. Amaral, L. Glass, J. M. Hausdorff, P. C.
Ivanov, R. G. Mark, J. E. Mietus, G. B. Moody, C.-K. Peng, and H. E. Stanley,
“Physiobank, physiotoolkit, and physionet: components of a new research
resource for complex physiologic signals,” circulation, vol. 101, no. 23,
pp. e215–e220, 2000.

HAR-UCI

[49] D. Anguita, A. Ghio, L. Oneto, X. Parra Perez, and J. L. Reyes Ortiz,
“A public domain dataset for human activity recognition using
smartphones,” in Proceedings of the 21th international European symposium
on artificial neural networks, computational intelligence and machine learning,
2013, pp. 437–442.

Sleep-EDF

[48] A. L. Goldberger, L. A. Amaral, L. Glass, J. M. Hausdorff, P. C.
Ivanov, R. G. Mark, J. E. Mietus, G. B. Moody, C.-K. Peng, and H. E. Stanley,
“Physiobank, physiotoolkit, and physionet: components of a new research
resource for complex physiologic signals,” circulation, vol. 101, no. 23,
pp. e215–e220, 2000.

[50] B. Kemp, A. H. Zwinderman, B. Tuk, H. A. Kamphuisen, and J. J. Oberye,
“Analysis of a sleep-dependent neuronal feedback loop: the slow-wave
microcontinuity of the eeg,” IEEE Transactions

Eplilepsy

EMG

Latent Factors Limiting the Performance of sEMG-Interfaces

SPEECH COMMANDS

Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition

WEARABLE STRESS AND AFFECT DETECTION

Introducing WESAD, a Multimodal Dataset for Wearable Stress and Affect
Detection