Portrait of Nabarun Halder

Nabarun Halder

  • Research Assistant, CCDS

Publications (26)

Fahim Ahmed, Aysha Siddika, Md Junayed Hossain, Nabarun Halder, Ashraful Islam, Sanzar Adnan Alam

Comparative Analysis of Local and Global Blockchain for Energy-Efficient Carbon Emission Tracking in Bangladesh

2025 IEEE 23rd Student Conference on Research and Development (SCOReD), pp. 1-6, 2025

Conference PaperDOIURL
  • RISC-V
  • energy efficiency
  • Blockchain
  • Internet of Things
  • Bangladesh
  • resource-constrained environments
  • blockchain scalability
  • developing countries
  • blockchain latency
  • SDG 13Climate Action
  • SDG 9Industry, Innovation and Infrastructure

Deawan Rakin Ahamed Remal, Sinthia Chowdhury, Ashraful Islam, SM Rakibul Islam, Nabarun Halder, Faiza Omar Arpita, Jahanggir Hossain Setu, Asif Mahmud, M Ashraful Amin

Effectiveness of Transfer Learning Approach for Low-Resource Bangla Dialect Translation

2025 IEEE 23rd Student Conference on Research and Development (SCOReD), pp. 1-6, 2025

Conference PaperDOIURL
  • character error rate
  • mT5
  • transfer learning
  • low-resource translation
  • fine-tuning
  • encoder-decoder architecture
  • Word error rate
  • NLLB
  • mBART
  • data scarcity

Jahanggir Hossain Setu, Syed Tangim Pasha, Nabarun Halder, Eshtiak Ahmed, Ashraful Islam, M Ashraful Amin

Multi-Modal Deep Learning for Myocardial Infarction Detection Using ECG Signals and Images

Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 1626-1632, 2025

Conference PaperDOIURL
  • myocardial infarction detection
  • ECG signals
  • PTB-XL dataset
  • attention-based feature fusion
  • multimodal deep learning
  • LSTM
  • convolutional neural networks
  • ECG images
  • SDG 3Good Health and Well-being

Mustaqueem Alam, JM Sadik-Ul Islam Smaron, Mohammed Tashfiq Islam, Nabarun Halder, Ashraful Islam, M Ashraful Amin

User-centered design and evaluation of a mobile mental health app for stress management and relaxation

2025 5th International Conference on Emerging Smart Technologies and Applications (eSmarTA), pp. 1-8, 2025

Conference PaperDOIURL
  • User-centered design
  • Stress management
  • relaxation
  • psychological well-being
  • usability evaluation
  • mental health apps
  • user feedback
  • mental health technology
  • SDG 3Good Health and Well-being

Nabarun Halder, Tunisha Yanoor Bristy, Mohammad Arshad Hossain Ratul, Md Zahangir Alam, Mehedi Hassan, Ashraful Islam, M. Ashraful Amin

Performance Analysis of Machine Learning Models for Detecting Anomalous Traffic in Internet of Medical Things

2025 6th International Conference on Artificial Intelligence, Robotics and Control (AIRC), pp. 482-487, 2025

Conference PaperDOIURL
  • Decision tree
  • Internet of Medical Things
  • Information gain
  • naive Bayes
  • Random forest
  • feature dimensionality
  • cyberattack detection
  • Feature selection
  • Logistic regression
  • network intrusion detection
  • SDG 3Good Health and Well-being

Nabarun Halder, Armun Alam, Jahanggir Hossain Setu, Asif Mahmood, Ashraful Islam, M Ashraful Amin

Analyzing Machine Learning Models for Multiclass Classification of Human Stress Levels: Comparison Between Balanced and Imbalanced Data

2025 17th International Conference on Knowledge and Smart Technology (KST), pp. 104-109, 2025

Conference PaperDOIURL
  • distress
  • k-nearest neighbors
  • class imbalance
  • Logistic regression
  • multi-class classification
  • Support vector machine
  • Multilayer perceptron
  • SMOTE
  • eustress
  • Decision tree
  • SDG 3Good Health and Well-being
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