Concepedia

Development of local and global wastewater biochemical oxygen demand real-time prediction models using supervised machine learning algorithms

Abdulaziz Sami Qambar, Mohammed Majid M. Al-Khalidy

Engineering Applications of Artificial Intelligence · 2022 · 26 citations · 49 references

Open access

Concepts

EngineeringEnvironmental EngineeringEnvironmental SciencesMachine LearningPredictive AnalyticsWastewater TreatmentReal-time ForecastingReal-time OptimizationSupervised LearningWastewater CharacterizationWastewater PollutionBiochemical Oxygen DemandBiochemical Oxygen Demand AnalysisOxygen Demand Estimation

References

49

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Greedy function approximation: A gradient boosting machine.

Jerome H. Friedman · The Annals of Statistics · 2001 · 29K citations · Full text

Computing, Computer Science, Mathematics +17

A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting

Yoav Freund, Robert E. Schapire · Journal of Computer and System Sciences · 1997 · 20.3K citations

Computing, Computer Science, Mathematics +14

A Fast Algorithm for the Minimum Covariance Determinant Estimator

Peter J. Rousseeuw, Katrien Van Driessen · Technometrics · 1999 · 1.9K citations

Computing, Astronomy, Computer Science +11

Improving Regressors using Boosting Techniques

Harris Drucker · International Conference on Machine Learning · 1997 · 605 citations

Computing, Data Science, Feature Engineering +11