Journal: Heliyon

Article Title: Analysis of variables to determine their influence on renewable energy forecasting using ensemble methods

doi: 10.1016/j.heliyon.2024.e30002

Figure Lengend Snippet: Overview of solar energy prediction models and outcomes.

Article Snippet: Multilayer Perceptron (MLP) and Feed-Forward Back-Propagation Networks , Used to predict solar irradiance on horizontal surfaces with a net error significantly lower than some linear methods. , Gardner & Dorling [ ]; Paoli, Voyant, Muselli, & Nivet [ ]; Achite, Banadkooki, Ehteram, Bouharira, Ahmed & Elshafie [ ] .

Techniques: Sampling

Journal: Sensors (Basel, Switzerland)

Article Title: Fault Diagnosis from Raw Sensor Data Using Deep Neural Networks Considering Temporal Coherence

doi: 10.3390/s17030549

Figure Lengend Snippet: Classification accuracy of different methods.

Article Snippet: 8 Chi Square Features + Multilayer Perceptron , 97.33%.

Techniques:

Journal: Diagnostics (Basel, Switzerland)

Article Title: Visual Indicator for Intradialytic Hypotension Prediction Using Variation and Compensation of Heart Rate.

doi: 10.3390/diagnostics14232664

Figure Lengend Snippet: Figure 8. Proposed multilayer perceptron structure for predicting IDH.

Article Snippet: The proposed multilayer perceptron structure was designed using the Deep Learning Toolbox of MATLAB R2023b.

Techniques:

Journal: Diagnostics (Basel, Switzerland)

Article Title: Visual Indicator for Intradialytic Hypotension Prediction Using Variation and Compensation of Heart Rate.

doi: 10.3390/diagnostics14232664

Figure Lengend Snippet: Figure 9. Confusion matrix of multilayer perceptron models according to the number of hidden layers: (a) Two layers (88.6%, 11.4%); (b) five layers (85.2%, 14.8%). Green cells on the main diagonal correspond to correctly classified observations, and red cells outside the main diagonal correspond to misclassified observations.

Article Snippet: The proposed multilayer perceptron structure was designed using the Deep Learning Toolbox of MATLAB R2023b.

Techniques: