Lena Dzifa Mensah’s scientific contributions

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Publications (1)

Fig. 4. Steps used in data gathering and analysis for modeling in ML.
Fig. 5. The correlation heatmap between dataset for all variables.
Fig. 6. Visualization of strongly positive correlated variables with daily waste generation results.
Fig. 7. A scatter plot of predicted versus actual values for validation of model performance.
Fig. 8. The feature importance plot from the Random Forest (RF) model.

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Forecasting Municipal Solid Waste Generation and Composition Using Machine Learning and GIS Techniques: A Case Study of Cape Coast, Ghana
  • Article
  • Full-text available

March 2025

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35 Reads

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1 Citation

Cleaner Waste Systems

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Lena Dzifa Mensah

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Citations (1)

... In Ghana, a study conducted by Adu et al. (2025) highlights that accelerated urban growth has led to increased waste production, creating challenges for efficient management. ...

Reference:

Solid waste and environmental impacts: a study on local perceptions and geographic distribution of reject points in the flores neighborhood, Manaus/Amazonas
Forecasting Municipal Solid Waste Generation and Composition Using Machine Learning and GIS Techniques: A Case Study of Cape Coast, Ghana

Cleaner Waste Systems

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Lena Dzifa Mensah

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