Preprocessed SLeep-EDF dataset (doi:10.21979/N9/TITSXU)

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Part 1: Document Description
Part 2: Study Description
Part 5: Other Study-Related Materials
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Document Description

Citation

Title:

Preprocessed SLeep-EDF dataset

Identification Number:

doi:10.21979/N9/TITSXU

Distributor:

DR-NTU (Data)

Date of Distribution:

2022-03-08

Version:

1

Bibliographic Citation:

Eldele, Emadeldeen, 2022, "Preprocessed SLeep-EDF dataset", https://doi.org/10.21979/N9/TITSXU, DR-NTU (Data), V1

Study Description

Citation

Title:

Preprocessed SLeep-EDF dataset

Identification Number:

doi:10.21979/N9/TITSXU

Authoring Entity:

Eldele, Emadeldeen (Nanyang Technological University)

Software used in Production:

TS-TCC

Grant Number:

AME Programmatic Funds (Grant No. A20H6b0151)

Grant Number:

Career Development Award (Grant No. C210112046)

Distributor:

DR-NTU (Data)

Access Authority:

Eldele, Emadeldeen

Depositor:

Eldele Emadeldeen

Date of Deposit:

2022-03-08

Holdings Information:

https://doi.org/10.21979/N9/TITSXU

Study Scope

Keywords:

Computer and Information Science, Engineering, Computer and Information Science, Engineering, Sleep stage classification, sleep-edf

Abstract:

Preprocessed files of Sleep-EDF dataset used in IJCAI-21 work "TS-TCC"

Kind of Data:

sleep stage classification

Methodology and Processing

Sources Statement

Data Access

Other Study Description Materials

Related Publications

Citation

Identification Number:

10.24963/ijcai.2021/324

Bibliographic Citation:

Eldele, E., Ragab, M., Chen, Z., Wu, M., Kwoh, C. K., Li, X., & Guan, C. (2021). Time-series representation learning via temporal and contextual contrasting. Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21), 2352-2359.

Citation

Identification Number:

10356/155626

Bibliographic Citation:

Eldele, E., Mohamed Ragab, Chen, Z., Wu, M., Kwoh, C. K., Li, X. & Guan, C. (2021). Time-series representation learning via temporal and contextual contrasting. Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21), 2352-2359.

Other Study-Related Materials

Label:

test.pt

Notes:

application/octet-stream

Other Study-Related Materials

Label:

train.pt

Notes:

application/octet-stream

Other Study-Related Materials

Label:

val.pt

Notes:

application/octet-stream