Bevan I. Smith

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 6

Top Topics

Causal Discovery

Simulation Study

Imputation Methods

Top Venues

Int. J. Artif. Intell. Educ.

Educ. Inf. Technol.

Publications

Bevan I. Smith
Causal Discovery and Counterfactual Explanations for Personalized Student Learning. CoRR (2023)
Bevan I. Smith
Evaluating counterfactual explanations using Pearl's counterfactual method. CoRR (2023)
Bevan I. Smith, Charles Chimedza, Jacoba H. Bührmann
Individualized help for at-risk students using model-agnostic and counterfactual explanations. Educ. Inf. Technol. 27 (2) (2022)
Bevan I. Smith, Charles Chimedza
Predicting treatment effects from observational studies using machine learning methods: A simulation study. CoRR (2021)
Bevan I. Smith, Charles Chimedza, Jacoba H. Bührmann
Global and Individual Treatment Effects Using Machine Learning Methods. Int. J. Artif. Intell. Educ. 30 (3) (2020)
Bevan I. Smith, Charles Chimedza, Jacoba H. Bührmann
Random Forest Missing Data Imputation Methods: Implications for Predicting At-Risk Students. ISDA (2019)