4 papers
Explainable AI and Machine Learning for Exam-based Student Evaluation: Causal and Predictive Analysis of Socio-academic and Economic Factors
Bushra Akter, Md Biplob Hosen, Sabbir Ahmed +2
Academic performance depends on a multivariable nexus of socio-academic and financial factors. This study investigates these influences to develop effective strategies for optimizi…
From Code to Career: Assessing Competitive Programmers for Industry Placement
Md Imranur Rahman Akib, Fathima Binthe Muhammed, Umit Saha +4
In today's fast-paced tech industry, there is a growing need for tools that evaluate a programmer's job readiness based on their coding performance. This study focuses on predictin…
Impact, Causation and Prediction of Socio-Academic and Economic Factors in Exam-centric Student Evaluation Measures using Machine Learning and Causal Analysis
Md. Biplob Hosen, Sabbir Ahmed, Bushra Akter +1
Understanding socio-academic and economic factors influencing students' performance is crucial for effective educational interventions. This study employs several machine learning…
Dynamic Encryption-Based Cloud Security Model using Facial Image and Password-based Key Generation for Multimedia Data
Naima Sultana Ayesha, Mehrin Anannya, Md Biplob Hosen +1
In this cloud-dependent era, various security techniques, such as encryption, steganography, and hybrid approaches, have been utilized in cloud computing to enhance security, maint…