Integrating structural causal model ontologies with LIME for fair machine learning explanations in educational admissions
B igoche Igoche, O Matthew… - Journal of …, 2024 - researchportal.port.ac.uk
This study employed knowledge discovery in databases (KDD) to extract and discover
knowledge from the Benue State Polytechnic (Benpoly) admission database and used a …
knowledge from the Benue State Polytechnic (Benpoly) admission database and used a …
The Role of Big Data in Sustainable Solutions: Big Data Analytics and Fair Explanations Solutions in Educational Admissions
IB Igoche, GT Ayem - … Sustainable Internet of Things Solutions for …, 2025 - igi-global.com
Big data analytics plays a pivotal role in addressing sustainability challenges and driving the
adoption of sustainable solutions across various sectors. It enables organizations to collect …
adoption of sustainable solutions across various sectors. It enables organizations to collect …
[PDF][PDF] Design and Validation of Structural Causal Model: A Focus on EGRA Dataset
GT Ayem, O Asilkan, A Iorliam - Journal of Computing Theories and …, 2023 - academia.edu
Designing and validating structural causal model (SCM) correctness from a dataset whose
background knowledge is obtained from a research process is not a common phenomenon …
background knowledge is obtained from a research process is not a common phenomenon …
Using Causal Constraints to Achieve Diverse Feasible and Actionable Counterfactual Explanations Predictions with SENSE-EGRA Dataset
This work presents a framework tiled–DiFACE-SCM, which stands for Diverse, Feasible, and
Actionable Counterfactual Explanations (CE) with Structural Causal Model constraints. The …
Actionable Counterfactual Explanations (CE) with Structural Causal Model constraints. The …