Successful prediction of student performance has significant impact to many stakeholders,
including students, teachers and educational institutes. In this domain, it is equally important …

Quality of placements is an important parameter considered by accreditation bodies while
ranking Universities or Institutes of Higher Education. Thanks to the increasing automation of …

The interpretability of deep neural networks (DNNs) is a critical focus in artificial intelligence
(AI) and machine learning (ML), particularly as these models are increasingly deployed in …

The interpretability and explainability of deep neural networks (DNNs) are paramount in
artificial intelligence (AI), especially when applied to high-stakes fields such as healthcare …

Predicting student piacements based on various criteria such as academic results,
certifications, technical skills, and more. The machine learning technique the" Decision tree" …

This chapter introduces the thesis by presenting background information on the increasing
importance of technology for enhancing educational outcomes. The significance of and …

Call centres are emerging as the preferred choice of organizations to reach their customers
and maintain connections to retain these customers. The problem of ensuring the availability …

When it comes to educational institutes, the performance of their students is largely
represented in terms of their placements. Placements are very important for an educational …

Este trabalho propõe investigar aspectos de interpretabilidade de modelos no contexto da
mineração de dados educacionais, especificamente para o problema da evasão no ensino …

When it comes to educational institutes, the performance of their students is largely
represented in terms of their placements. Placements are very important for an educational …