Houda Lamane

Publications

245

Citations

H-Index

2022

Active since

Affiliations

International Center for Agricultural Research in the Dry Areas(Current)

Houda Lamane is an author at International Center for Agricultural Research in the Dry Areas specializing in data science, engineering, and predictive analytics.

ORCID

Top concepts

EngineeringData SciencePredictive AnalyticsHydrologyManagementStatisticsForecastingDeep LearningSedimentologyWater Quality

Publications per year

2022–2024

Publications

An interpretable machine learning approach based on DNN, SVR, Extra Tree, and XGBoost models for predicting daily pan evaporation

Ali El Bilali, Taleb Abdeslam, Ayoub Nafii et al. · Journal of Environmental Management · 2022 · 159 citations

Engineering, Machine Learning, Data Science +12

A framework based on multivariate distribution-based virtual sample generation and DNN for predicting water quality with small data

Ali El Bilali, Houda Lamane, Abdeslam Taleb et al. · Journal of Cleaner Production · 2022 · 46 citations

Environmental Monitoring, Engineering, Water Resources +7

Interpreting machine learning models based on SHAP values in predicting suspended sediment concentration

Houda Lamane, Latifa Mouhir, Rachid Moussadek et al. · International Journal of Sediment Research · 2024 · 40 citations · Full text

Suspended Sediment Concentration, Coastal Management, Engineering +12

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