[DOC] Wrong FCN paper reference

[adilsonmedronha]

Describe the issue linked to the documentation

The reference for the FCNClassifier implementation is stated to have been adapted from:

• [1] Zhao et al., Convolutional Neural Networks for Time Series Classification, Journal of Systems Engineering and Electronics, 28(1):2017.

However, the reference should point to the paper that originally proposed the FCN:

• [1] Z. Wang, W. Yan and T. Oates, "Time series classification from scratch with deep neural networks: A strong baseline," 2017 International Joint Conference on Neural Networks (IJCNN), Anchorage, AK, USA, 2017, pp. 1578-1585.

Suggest a potential alternative/fix

Let "Notes" to be the observation that this FCN implementation was adapted from Fawaz et. al, but mention the orignal paper in the "References".

Notes
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Adapted from the implementation from Fawaz et. al
https://github.com/hfawaz/dl-4-tsc/blob/master/classifiers/fcn.py

References
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.. [1] Z. Wang, W. Yan and T. Oates, "Time series classification from scratch with deep neural networks: A strong baseline," 2017 International Joint Conference on Neural Networks (IJCNN), Anchorage, AK, USA, 2017, pp. 1578-1585.

[adilsonmedronha]

@aeon-actions-bot assign @adilsonmedronha

[MatthewMiddlehurst]

Please use the PR template and link issues in the future so these are closed when the PR is merged.

[MatthewMiddlehurst]

#2440