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 | AATo | doUnder testing | ||
Logit regression | AA | To do | Under testing | |
Linear regression | AA | Under testing | ||
Bayesian binary quantile regression with lasso | 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 | In progressUnder testing | ||
Multi-layer perceptron with back-propagation (time series) | AA | In progressUnder 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 |