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CITATION.cff
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CITATION.cff
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# YAML 1.2
---
abstract: "The goal of mcfly is to ease the use of deep learning technology for time series classification. The advantage of deep learning is that it can handle raw data directly, without the need to compute signal features. Deep learning does not require expert domain knowledge about the data, and has been shown to be competitive with conventional machine learning techniques. As an example, you can apply mcfly on accelerometer data for activity classification."
authors:
-
affiliation: "Netherlands eScience Center"
family-names: Kuppevelt
given-names: Dafne
name-particle: van
-
affiliation: "Netherlands eScience Center"
family-names: Meijer
given-names: Christiaan
orcid: "https://orcid.org/0000-0002-5529-5761"
-
affiliation: "Netherlands eScience Center"
family-names: Huber
given-names: Florian
orcid: "https://orcid.org/0000-0002-3535-9406"
-
affiliation: "Netherlands eScience Center"
family-names: Hees
given-names: Vincent
name-particle: van
orcid: "https://orcid.org/0000-0003-0182-9008"
-
affiliation: "Netherlands eScience Center"
family-names: Solino Fernandez
given-names: Breixo
-
affiliation: "Netherlands eScience Center"
family-names: Bos
given-names: Patrick
-
affiliation: "Netherlands eScience Center"
family-names: Spaaks
given-names: Jurriaan
-
affiliation: "Netherlands eScience Center"
family-names: Kuzak
given-names: Mateusz
orcid: "https://orcid.org/0000-0003-0087-6021"
-
affiliation: "Netherlands eScience Center"
family-names: Hidding
given-names: Johan
-
affiliation: "Netherlands eScience Center"
family-names: Ploeg
given-names: Atze
name-particle: "van der"
-
affiliation: "Netherlands eScience Center"
family-names: Lüken
given-names: Malte
orcid: "https://orcid.org/0000-0001-7095-203X"
-
affiliation: "Netherlands eScience Center"
family-names: Lyashevska
given-names: Olga
orcid: "https://orcid.org/0000-0002-8686-8550"
cff-version: "1.2.0"
date-released: 2022-12-21
doi: "10.5281/zenodo.596127"
keywords:
- "machine learning"
- "deep learning"
- "time series"
- "automated machine learning"
license: "Apache-2.0"
message: "If you use this software, please cite it using these metadata."
title: "mcfly: deep learning for time series"
version: "4.0.0"
references:
- type: article
title: "Mcfly: Automated deep learning on time series"
doi: 10.1016/j.softx.2020.100548
authors:
-
affiliation: "Netherlands eScience Center"
family-names: Kuppevelt
given-names: Dafne
name-particle: van
-
affiliation: "Netherlands eScience Center"
family-names: Meijer
given-names: Christiaan
-
affiliation: "Netherlands eScience Center"
family-names: Huber
given-names: Florian
orcid: "https://orcid.org/0000-0002-3535-9406"
-
affiliation: "Netherlands eScience Center"
family-names: Ploeg
given-names: Atze
name-particle: "van der"
-
affiliation: "Netherlands eScience Center"
family-names: Sonja
given-names: Georgievska
-
affiliation: "Netherlands eScience Center"
family-names: Hees
given-names: Vincent
name-particle: van
orcid: "https://orcid.org/0000-0003-0182-9008"