Explainable AI and Machine Learning for Exam-based Student Evaluation: Causal and Predictive Analysis of Socio-academic and Economic Factors
Fuente:
arXiv
Saved in:
| Main Authors: | Akter, Bushra, Hosen, Md Biplob, Ahmed, Sabbir, Anannya, Mehrin, Hossain, Md. Farhad |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Impact, Causation and Prediction of Socio-Academic and Economic Factors in Exam-centric Student Evaluation Measures using Machine Learning and Causal Analysis
by: Hosen, Md. Biplob, et al.
Published: (2025)
by: Hosen, Md. Biplob, et al.
Published: (2025)
Dynamic Encryption-Based Cloud Security Model using Facial Image and Password-based Key Generation for Multimedia Data
by: Ayesha, Naima Sultana, et al.
Published: (2025)
by: Ayesha, Naima Sultana, et al.
Published: (2025)
From Code to Career: Assessing Competitive Programmers for Industry Placement
by: Akib, Md Imranur Rahman, et al.
Published: (2025)
by: Akib, Md Imranur Rahman, et al.
Published: (2025)
A Fast and Minimal System to Identify Depression Using Smartphones: Explainable Machine Learning-Based Approach
by: Ahmed, Md Sabbir, et al.
Published: (2025)
by: Ahmed, Md Sabbir, et al.
Published: (2025)
A Comparative Study between Time Series and Machine Learning Technique to Predict Dengue Fever in Dhaka City
by: Tanzina Akter, et al.
Published: (2024)
by: Tanzina Akter, et al.
Published: (2024)
Explainable Machine Learning Framework for Cardiovascular Disease Diagnosis and Prognosis
by: Sourov, Md. Emon Akter, et al.
Published: (2025)
by: Sourov, Md. Emon Akter, et al.
Published: (2025)
Cochleagram-based Noise Adapted Speaker Identification System for Distorted Speech
by: Ahmed, Sabbir, et al.
Published: (2025)
by: Ahmed, Sabbir, et al.
Published: (2025)
An Intelligent Assistive System for Autistic Learners
by: Sadia Afrin, et al.
Published: (2025)
by: Sadia Afrin, et al.
Published: (2025)
A Minimalistic Approach to Predict and Understand the Relation of App Usage with Students' Academic Performances
by: Ahmed, Md Sabbir, et al.
Published: (2025)
by: Ahmed, Md Sabbir, et al.
Published: (2025)
A Comparative Analysis of Ensemble-Based Machine Learning Approaches with Explainable AI for Multi-Class Intrusion Detection in Drone Networks
by: Hossain, Md. Alamgir, et al.
Published: (2025)
by: Hossain, Md. Alamgir, et al.
Published: (2025)
A Comparative Analysis of Ensemble‐Based Machine Learning Approaches With Explainable AI for Multi‐Class Intrusion Detection in Drone Networks
by: Md. Alamgir Hossain, et al.
Published: (2025)
by: Md. Alamgir Hossain, et al.
Published: (2025)
Apportionment of Organochlorine Pesticides, Appraisal, and Health Implications in the Surface Water of Gazipur, Bangladesh
by: Maksuda Akter, et al.
Published: (2026)
by: Maksuda Akter, et al.
Published: (2026)
Protecting Student Mental Health with a Context-Aware Machine Learning Framework for Stress Monitoring
by: Ovi, Md Sultanul Islam, et al.
Published: (2025)
by: Ovi, Md Sultanul Islam, et al.
Published: (2025)
Food Consumption Patterns and Sedentary Behaviors Among the University Students: A Cross‐Sectional Study
by: Mst. Mahfuza Akter, et al.
Published: (2024)
by: Mst. Mahfuza Akter, et al.
Published: (2024)
The Quality of University Service: Its Impact on Students' Satisfaction and Loyalty in Bangladesh State University
by: Hasan, Mahamudul, et al.
Published: (2020)
by: Hasan, Mahamudul, et al.
Published: (2020)
Multi-Class Plant Leaf Disease Detection: A CNN-based Approach with Mobile App Integration
by: Foysal, Md Aziz Hosen, et al.
Published: (2024)
by: Foysal, Md Aziz Hosen, et al.
Published: (2024)
Digital Machine Knitted Resistive Strain Sensor for Wireless Human Motion Monitoring
by: Safi Ahmed, et al.
Published: (2025)
by: Safi Ahmed, et al.
Published: (2025)
A LoRA-Based Approach to Fine-Tuning LLMs for Educational Guidance in Resource-Constrained Settings
by: Hosen, Md Millat
Published: (2025)
by: Hosen, Md Millat
Published: (2025)
Explainable AI for Sentiment Analysis of Human Metapneumovirus (HMPV) Using XLNet
by: Apu, Md. Shahriar Hossain, et al.
Published: (2025)
by: Apu, Md. Shahriar Hossain, et al.
Published: (2025)
Novel Antiviral Phytochemicals Against Dengue Virus 2 NS2B‐NS3 Protease: An In Silico Drug Development Approach
by: Muhammad Abdul Bari, et al.
Published: (2024)
by: Muhammad Abdul Bari, et al.
Published: (2024)
Social Media Sentiments Analysis on the July Revolution in Bangladesh: A Hybrid Transformer Based Machine Learning Approach
by: Hossen, Md. Sabbir, et al.
Published: (2025)
by: Hossen, Md. Sabbir, et al.
Published: (2025)
Global Prediction of Dengue Incidence Using an Explainable Artificial Intelligence‐Driven ConvLSTM Integrating Environmental, Health, and Socio‐Economic Determinants
by: Md. Abu Bokkor Shiddik
Published: (2026)
by: Md. Abu Bokkor Shiddik
Published: (2026)
HealthNLP_Retrievers at ArchEHR-QA 2026: Cascaded LLM Pipeline for Grounded Clinical Question Answering
by: Hosen, Md Biplob, et al.
Published: (2026)
by: Hosen, Md Biplob, et al.
Published: (2026)
Comparative Evaluation of Weather Forecasting using Machine Learning Models
by: Rahman, Md Saydur, et al.
Published: (2024)
by: Rahman, Md Saydur, et al.
Published: (2024)
Explainable AI-Driven Detection of Human Monkeypox Using Deep Learning and Vision Transformers: A Comprehensive Analysis
by: Hossain, Md. Zahid, et al.
Published: (2025)
by: Hossain, Md. Zahid, et al.
Published: (2025)
What Do Developers Discuss in Their Workplace? An Analysis of Workplace StackExchange Discussions
by: Grech, Natasha, et al.
Published: (2024)
by: Grech, Natasha, et al.
Published: (2024)
Understanding the impact of socioeconomic and health factors on geriatric depression: A comparative study in rural and urban Bangladesh
by: Mohammad Kamal Hossain, et al.
Published: (2024)
by: Mohammad Kamal Hossain, et al.
Published: (2024)
Early Dengue Prediction in Bangladesh: A Comparative Study With Feature Analysis, Explainable Artificial Intelligence, and Model Optimization
by: Md Atik Bhuiyan, et al.
Published: (2025)
by: Md Atik Bhuiyan, et al.
Published: (2025)
What Predicts ( AI ‐Mediated) Informal Digital Learning of English in the Global South? The Case of Rural Bangladeshi Students
by: Guangxiang Leon Liu, et al.
Published: (2026)
by: Guangxiang Leon Liu, et al.
Published: (2026)
Individual and Combined Effects of Black Cumin Seeds and Turmeric Powder on Performance and Egg Quality Traits in Laying Hens
by: Shanaz Alam Sunny, et al.
Published: (2025)
by: Shanaz Alam Sunny, et al.
Published: (2025)
An Optimized Decision Tree-Based Framework for Explainable IoT Anomaly Detection
by: Ashikuzzaman, et al.
Published: (2026)
by: Ashikuzzaman, et al.
Published: (2026)
Learning What Matters: Causal Time Series Modeling for Arctic Sea Ice Prediction
by: Hossain, Emam, et al.
Published: (2025)
by: Hossain, Emam, et al.
Published: (2025)
A Novel Ensemble-Based Deep Learning Model with Explainable AI for Accurate Kidney Disease Diagnosis
by: Arifuzzaman, Md., et al.
Published: (2024)
by: Arifuzzaman, Md., et al.
Published: (2024)
Human-Centered Explainable AI for Security Enhancement: A Deep Intrusion Detection Framework
by: Ayan, Md Muntasir Jahid, et al.
Published: (2026)
by: Ayan, Md Muntasir Jahid, et al.
Published: (2026)
Factors Determining Bangladeshi University Students' Perception, Knowledge and Attitude About Climate Change: A Cross‐Sectional Study
by: Md. Mahadi Hassan, et al.
Published: (2025)
by: Md. Mahadi Hassan, et al.
Published: (2025)
DExNet: Combining Observations of Domain Adapted Critics for Leaf Disease Classification with Limited Data
by: Ahmed, Sabbir, et al.
Published: (2025)
by: Ahmed, Sabbir, et al.
Published: (2025)
TrafficLens: Multi-Camera Traffic Video Analysis Using LLMs
by: Arefeen, Md Adnan, et al.
Published: (2025)
by: Arefeen, Md Adnan, et al.
Published: (2025)
Hive Hash Table: A Warp-Cooperative, Dynamically Resizable Hash Table for GPUs
by: Polak, Md Sabbir Hossain, et al.
Published: (2025)
by: Polak, Md Sabbir Hossain, et al.
Published: (2025)
Aging in Bangladesh: A Wake‐Up Call for Elderly Care Solutions
by: Shimpi Akter, et al.
Published: (2025)
by: Shimpi Akter, et al.
Published: (2025)
Enhancing IoT Cyber Attack Detection in the Presence of Highly Imbalanced Data
by: Haque, Md. Ehsanul, et al.
Published: (2025)
by: Haque, Md. Ehsanul, et al.
Published: (2025)
Similar Items
-
Impact, Causation and Prediction of Socio-Academic and Economic Factors in Exam-centric Student Evaluation Measures using Machine Learning and Causal Analysis
by: Hosen, Md. Biplob, et al.
Published: (2025) -
Dynamic Encryption-Based Cloud Security Model using Facial Image and Password-based Key Generation for Multimedia Data
by: Ayesha, Naima Sultana, et al.
Published: (2025) -
From Code to Career: Assessing Competitive Programmers for Industry Placement
by: Akib, Md Imranur Rahman, et al.
Published: (2025) -
A Fast and Minimal System to Identify Depression Using Smartphones: Explainable Machine Learning-Based Approach
by: Ahmed, Md Sabbir, et al.
Published: (2025) -
A Comparative Study between Time Series and Machine Learning Technique to Predict Dengue Fever in Dhaka City
by: Tanzina Akter, et al.
Published: (2024)