international 1

 

Texto que debes decir — Slide 1 (Title)

Good morning everyone.

“Explainable Machine Learning for Early Identification of At-Risk Students in Ecuadorian Higher Education: A Learning Analytics Approach.”

This work explores how explainable artificial intelligence and learning analytics can support early educational intervention by identifying students at academic risk using institutional academic and behavioral data.

Our study was developed using data from Ecuadorian higher education institutions and combines predictive performance with model interpretability to support transparent educational decision-making.