Charles Chimedza

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Active since

2020

Affiliations

University of the Witwatersrand(Current)

Sol Plaatje University

Charles Chimedza is an author at University of the Witwatersrand specializing in explanation, explainable student risk models, and propensity scoring.

ORCID

Publications per year

2020–2022

Publications

Individualized help for at-risk students using model-agnostic and counterfactual explanations

Bevan I. Smith, Charles Chimedza, Jacoba H. Bührmann · Education and Information Technologies · 2021 · 21 citations

Education, Educational Psychology, Special Education +16

Evaluating Uses of Deep Learning Methods for Causal Inference

Albert Whata, Charles Chimedza · IEEE Access · 2022 · 16 citations · Full text

Public Health, Biostatistics, Causal Inference +13

Global and Individual Treatment Effects Using Machine Learning Methods

Bevan I. Smith, Charles Chimedza, Jacoba H. Bührmann · International Journal of Artificial Intelligence in Education · 2020 · 11 citations

Public Health, Biostatistics, Data Science +10

Statistical approaches to identifying significant differences in predictive performance between machine learning and classical statistical models for survival data

Justine B. Nasejje, Albert Whata, Charles Chimedza · PLoS ONE · 2022 · 11 citations · Full text

Public Health, Biostatistics, Machine Learning +16

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