Concepedia

Development of support vector regression (SVR)-based correlation for prediction of overall gas hold-up in bubble column reactors for various gas–liquid systems

Ankit B. Gandhi, Jyeshtharaj B. Joshi, Valadi K. Jayaraman, Bhaskar D. Kulkarni

Chemical Engineering Science · 2007 · 55 citations · 26 references

Concepts

EngineeringChemical EngineeringPredictive AnalyticsProcess Systems EngineeringStatistical LearningBubble DynamicsGas-liquid ReactorsReactor DesignReactor KineticsReactor ModelingResidence Time DistributionBubble Column ReactorsGas Breakthrough PredictionGas Hold-upGas-liquid Reactor DesignGas-liquid TransportPacked Bubble Column ReactorsSupport Vector RegressionSupport Vector Regression Surrogates

References

26

Chih-Chung Chang, Chih‐Jen Lin · ACM Transactions on Intelligent Systems and Technology · 2011 · 41.3K citations

Computing, Computer Science, Machine Learning +12

A tutorial on support vector regression

Alex Smola, Bernhard Schölkopf · Statistics and Computing · 2004 · 13K citations

Computing, Computer Science, Data Mining +11

Libsvm : A library for support vector machines

Vittorio Ferrari · Medical Entomology and Zoology · 2008 · 10.1K citations

Computing, Computer Science, Data Mining +11

Support Vector Machines for Classification and Regression

S.R. Gunn · 1998 · 2.8K citations

Computing, Computer Science, Data Mining +14

Support Vector Method for Function Approximation, Regression Estimation and Signal Processing

Vladimir Vapnik, Steven E. Golowich, Alex Smola · 1996 · 2.7K citations

Natural Sciences, Computer Science, Optimization +13