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 | |||||
Linear regression | Probit regression | AA | To do | ||||
Logit regression | AA | To do | |||||
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 | |||||||
Multi-layer perceptron with back-propagation (point-in-time) | AA | In progress | |||||
Multi-layer perceptron with back-propagation (time series) | AA | In progress | |||||
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 |