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An integrated approach based on Gaussian noises-based data augmentation method and AdaBoost model to predict faecal coliforms in rivers with small dataset

Ali El Bilali, Abdeslam Taleb, M. Abdellah Bahlaoui, Youssef Brouziyne

2021Journal of Hydrology96 citationsDOI

Topics & Concepts

AdaBoostComputer scienceGeneralizationBoosting (machine learning)Machine learningArtificial intelligenceData miningMean squared errorRaw dataPattern recognition (psychology)StatisticsSupport vector machineMathematicsMathematical analysisProgramming languageHydrological Forecasting Using AIWater Systems and OptimizationGroundwater flow and contamination studies
An integrated approach based on Gaussian noises-based data augmentation method and AdaBoost model to predict faecal coliforms in rivers with small dataset | Litcius