Research Assistant

Nabarun Halder

Publications (26)

← All people

Md Shakil Ahmed, Shohan Islam Joy, Nabarun Halder, Ashraful Islam, Sanzar Adnan Alam

Decentralizing Reputation Scoring Using Blockchain Behavioral Data and Machine Learning

2026 International Conference on Artificial Intelligence, Systems, and Emerging Technologies (ICAISET), pp. 1-6, 2026

In: 2026 International Conference on Artificial Intelligence, Systems, and Emerging Technologies (ICAISET)

Conference PaperDOI URL

ReputationBlockchain

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

In: 2025 IEEE 23rd Student Conference on Research and Development (SCOReD)

Conference PaperDOI URL

BlockchainScalabilityConceptual frameworkWork (physics)SustainabilityThe InternetSustainable development

Jahanggir Hossain Setu, Syed Tangim Pasha, Ashraful Islam, Nabarun Halder, Asif Mahmud, M Ashraful Amin

TurkRetNet: A Novel Retentive Network for Turkish Text Classification

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

In: 2025 IEEE 23rd Student Conference on Research and Development (SCOReD)

Conference PaperDOI URL

TurkishConvolutional neural networkEncoderMacroBenchmark (surveying)Data setArtificial neural networkTransformerDeep learning

Tausia Tahsin Nuzum, Sumita Tasnim, Tasnia Rafique Simran, Nabarun Halder, Ashraful Islam, M Ashraful Amin

Can Augmentation Help Small Survey Datasets: Machine Learning Models for Predicting Academic Impact of Social Media Addiction and Procrastination

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

In: 2025 IEEE 23rd Student Conference on Research and Development (SCOReD)

Conference PaperDOI URL

ProcrastinationNaive Bayes classifierRandom forestLogistic regressionSupport vector machineBoosting (machine learning)PerceptronMultilayer perceptronDecision tree

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

In: 2025 5th International Conference on Emerging Smart Technologies and Applications (eSmarTA)

Conference PaperDOI URL

Mobile appsComputer scienceMental healthRelaxation (psychology)Stress (linguistics)Human–computer interactionStress managementUser-centered designMental stress

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

In: 2025 6th International Conference on Artificial Intelligence, Robotics and Control (AIRC)

Conference PaperDOI URL

Computer scienceThe InternetInternet of ThingsInternet trafficArtificial intelligenceMachine learning

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

Emotion Recognition in Bangla Text: An Ensemble Approach with Data Augmentation using BanglaBERT and MultiBERT

2025 17th International Conference on Computer and Automation Engineering (ICCAE), pp. 6-11, 2025

In: 2025 17th International Conference on Computer and Automation Engineering (ICCAE)

Conference PaperDOI URL

BengaliComputer scienceEmotion recognitionArtificial intelligenceNatural language processingSpeech recognitionPattern recognition (psychology)

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

In: Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing

Conference PaperDOI URL

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

In: 2025 17th International Conference on Knowledge and Smart Technology (KST)

Conference PaperDOI URL

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

In: 2025 IEEE 23rd Student Conference on Research and Development (SCOReD)

Conference PaperDOI URL

Deep learningConvolutional neural networkFeature (linguistics)Pattern recognition (psychology)Myocardial infarctionArtificial neural networkFeature extraction

Computer scienceMachine learningArtificial intelligenceStress (linguistics)Multiclass classificationSupport vector machine

BengaliMachine translationTransfer of learningWord error rateTranslation (biology)Word (group theory)Character (mathematics)