| Algorithm Category | Prediction Algorithm Name | Developer | Status |
|---|---|---|---|
| Statistical | (To do / In progress / Under testing / Delivered) | ||
| Poisson (McIntosh point-in-time) | TCD | Under testing | |
| Poisson (McIntosh 24-hour evolution) | TCD | In progress | |
| Probit regression | AA | Under testing | |
| Logit regression | AA | Under testing | |
| Unsupervised learning | |||
| k-means clustering | CNR | Under testing | |
| Probabilistic k-means (Fuzzy C-means) clustering | CNR | Under testing | |
| Possibilistic k-means clustering | CNR | In progress | |
| Supervised learning | |||
| Discriminant analysis | AA | In progress | |
Multi-layer perceptron with back-propagation (point-in-time) | AA | Under testing | |
Multi-layer perceptron with back-propagation (time series) | AA | Under testing | |
| Radial basis function networks (point-in-time) | AA | To do | |
| Radial basis function networks (time series) | AA | To do | |
Recurrent neural network with evolutionary algorithm (point-in-time) | AA | To do | |
Recurrent neural network with evolutionary algorithm (time series) | AA | In progress | |
| Support vector machine (point-in-time) | UNIGE | In progress | |
| Support vector machine (time series) | UNIGE | In progress | |
| Lars, Lasso, Elastic Net (point-in-time) | UNIGE | Under testing | |
| Structured sparsity for multitask learning | UNIGE | To do | |
| Time series preprocessing | |||
| Discrete Wavelet Transform | UNIGE | To do | |
| Principal Component Analysis | CNR | Delivered |
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