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Algorithm CategoryPrediction Algorithm NameDeveloperStatus
Statistical  (To do / In progress / Under testing / Delivered)
 Poisson (McIntosh point-in-time)TCDUnder testing
 Poisson (McIntosh 24-hour evolution)TCDIn progress
 Probit regressionAAUnder testing
 Logit regressionAAUnder testing
 Linear regressionAAUnder testing
 Bayesian binary quantile regression with lassoAAUnder testing
Unsupervised learning   
 k-means clusteringCNRUnder testing
 Probabilistic k-means (Fuzzy C-means) clusteringCNRUnder testing
 Possibilistic k-means clusteringCNRIn progress
Supervised learning   
 Discriminant analysisAAIn progress
 

Multi-layer perceptron with back-propagation (point-in-time)

AAUnder testing
 

Multi-layer perceptron with back-propagation (time series)

AAUnder testing
 Radial basis function networks (point-in-time)AATo do
 Radial basis function networks (time series)AATo do
 

Recurrent neural network with evolutionary algorithm (point-in-time)

AATo do
 

Recurrent neural network with evolutionary algorithm (time series)

AAIn progress
 Support vector machine (point-in-time)UNIGEIn progress
 Support vector machine (time series)UNIGEIn progress
 Lars, Lasso, Elastic Net (point-in-time)UNIGEUnder testing
 Structured sparsity for multitask learningUNIGETo do
Time series preprocessing   
 Discrete Wavelet TransformUNIGETo do
 Principal Component AnalysisCNRDelivered