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Univariate Forecasting Using One-Dimensional Convolutional Neural Network Based Meta Fuzzy Functions

https://doi.org/10.2139/ssrn.4576628
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15/15 checkable references clean · checked 2026-08-27

Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.

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The 15 checked references that resolve
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Gradient-based learning applied to document recognition
resolves10.1016/j.asoc.2018.08.009
Meta fuzzy functions: Application of recurrent type-1 fuzzy functions
resolves10.1016/0098-3004(84)90020-7
FCM: The fuzzy c-means clustering algorithm
resolves10.1109/TII.2021.3065718
A Novel Evolutionary-Based Deep Convolutional Neural Network Model for Intelligent Load Forecasting
resolves10.1016/j.eswa.2020.113866
ETH analysis and predictions utilizing deep learning
resolves10.1007/s10489-017-0962-8
Recurrent type-1 fuzzy functions approach for time series forecasting
resolves10.1016/j.ins.2021.01.024
Forecast combination with meta possibilistic fuzzy functions
resolves10.1002/ijfe.2350
Dating currency crises and designing early warning systems: Meta‐possibilistic fuzzy index functions
resolves10.1080/00949655.2021.1909024
Meta fuzzy functions based feed-forward neural networks with a single hidden layer for forecasting
resolves10.1016/j.ymssp.2020.107398
1D convolutional neural networks and applications: A survey
resolves10.1007/s00521-020-04867-x
A CNN–LSTM model for gold price time-series forecasting
resolves10.1201/b14297
Support Vector Machines
resolves10.1142/8868
Principles of Artificial Neural Networks
resolves10.1162/neco.1997.9.8.1735
Long Short-Term Memory
resolves10.3390/electronics10030287
An Advanced CNN-LSTM Model for Cryptocurrency Forecasting
The 15 references without a DOI — listed, not checked
no DOI — not checkedAn experimental review on deep learning architectures for time series forecasting
no DOI — not checkedDeep learning for time series forecasting: predict the future with MLPs, CNNs and LSTMs in Python
no DOI — not checkedref4
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no DOI — not checkedDeep neural networks for energy load forecasting
no DOI — not checkedNSE stock market prediction using deep-learning models
no DOI — not checkedConvolutional neural networks for energy time series forecasting
no DOI — not checkedA high precision artificial neural networks model for short-term energy load forecasting
no DOI — not checkedApplying a 1D-CNN network to electricity load forecasting
no DOI — not checkedRobust analysis of stock price time series using CNN and LSTM-based deep learning models
no DOI — not checkedPerformance evaluation of deep learning and boosted trees for cryptocurrency closing price prediction
no DOI — not checkedA novel one-dimensional cnn with exponential adaptive gradients for air pollution index prediction
no DOI — not checkedref21
no DOI — not checkedref23
no DOI — not checkedHyperparameter optimization in convolutional neural network using genetic algorithms
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