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 | |||
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 | 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 |