
AdaBoost.MH
 Referenced in 504 articles
[sw08517]
 worstcase online framework. The model we study can be interpreted as a broad ... wellstudied online prediction model to a general decisiontheoretic setting. We show that ... Warmuth rule can be adapted to this model, yielding bounds that are slightly weaker ... variety of problems, including gambling, multipleoutcome prediction, repeated games, and prediction of points...

TETRAD
 Referenced in 441 articles
[sw12177]
 from, estimates, tests, predicts with, and searches for causal and statistical models ... linear feedback modelsand in the ability to calculate predictions of the effects of interventions...

EnKF
 Referenced in 441 articles
[sw02066]
 statistics of the model estimate, it applies ensemble integrations to predict the error statistics forward ... which operates directly on the ensemble of model states when observations are assimilated. The EnKF...

GRIMech 3.0
 Referenced in 110 articles
[sw07056]
 which also furnish the best combined modeling predictability of basic combustion properties. Improvements were made...

FRK
 Referenced in 119 articles
[sw19172]
 Kriging is a tool for spatial/spatiotemporal modelling and prediction with large datasets. The approach, discussed ... block of the Spatial Random Effects (SRE) model, on which this package is based ... provides helper functions to model, fit, and predict using an SRE with relative ease. Reference...

fast_mpc
 Referenced in 58 articles
[sw27004]
 fast_mpc: code for fast model predictive control. fast_mpc contains two C functions, with ... interface, that implement the fast model predictive control methods described in the paper Fast Model...

SMAC
 Referenced in 90 articles
[sw27215]
 Sequential Modelbased Algorithm Configuration. SMAC (sequential modelbased algorithm configuration) is a versatile tool ... dimensions than other algorithms. Finally, the predictive models SMAC is based on can also capture...

qpOASES
 Referenced in 76 articles
[sw05107]
 that make it particularly suited for model predictive control (MPC) applications. The software package qpOASES...

ACADO
 Referenced in 74 articles
[sw04764]
 algorithms for direct optimal control, including model predictive control, state and parameter estimation and robust...

Neural Network Toolbox
 Referenced in 178 articles
[sw07378]
 complex nonlinear systems that are not easily modeled with a closedform equation. Neural Network ... pattern recognition, clustering, timeseries prediction, and dynamic system modeling and control. To speed...

ANFIS
 Referenced in 285 articles
[sw08730]
 model nonlinear functions, identify nonlinear components online in a control system, and predict ... neural networks and earlier work on fuzzy modeling are listed and discussed. Other extensions...

gstat
 Referenced in 49 articles
[sw08293]
 gstat: spatial and spatiotemporal geostatistical modelling, prediction and simulation. variogram modelling; simple, ordinary...

AppliedPredictiveModeling
 Referenced in 37 articles
[sw10623]
 Functions and Data Sets for ’Applied Predictive Modeling’. A few functions and several data ... Springer book ’Applied Predictive Modeling...

MICE
 Referenced in 169 articles
[sw09315]
 model. Builtin imputation models are provided for continuous data (predictive mean matching, normal), binary ... also impute continuous twolevel data (normal model, pan, secondlevel variables). Passive imputation...

rms
 Referenced in 100 articles
[sw04532]
 Regression Modeling Strategies , Regression modeling, testing, estimation, validation, graphics, prediction, and typesetting by storing enhanced...

PcGets
 Referenced in 47 articles
[sw01937]
 comparison of complementary automatic modeling methods: RETINA and PcGets. The authors [Oxford Bull. Econom. Stat ... proposed an automatic predictive modeling tool called relevant transformation of the inputs network approach (RETINA...

GEANT4
 Referenced in 46 articles
[sw00328]
 framework of the optical approach. The model predictions implemented in the Geant4 toolkit are compared...

DiceKriging
 Referenced in 82 articles
[sw07783]
 computer experiments. Estimation, validation and prediction of kriging models. Important functions : km, print.km, plot.km, predict.km...

STATISTICA
 Referenced in 37 articles
[sw00913]
 Techniques include the widest selection of predictive modeling, clustering, classification, and exploratory techniques...

Nway Toolbox
 Referenced in 30 articles
[sw12996]
 maximization); Fitting models with a weighted least squares loss function (including MILES); Predicting scores ... samples using a given model; Predicting the dependent variable(s) of PLS models; Performing multi...