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Center for Computational & Data Sciences (CCDS), Independent University, Bangladesh (IUB). Plot 16, Aftabuddin Ahmed Road, Block B, Bashnudhara RA, Dhaka 1229, Bangladesh.

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Nabarun Halder

2312720@iub.edu.bd Google Scholar

Research Areas

Machine LearningDeep LearningNatural Language ProcessingHealth InformaticsHuman-Computer Interaction

Publications (26)

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Nayema Khatun, Nabarun Halder, Ashraful Islam, Md Zahangir Alam

Performance Evaluation of Machine Learning and Deep Learning Models for Predicting Type-2 Diabetes on Balanced and Imbalanced Data

IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences, pp. 1-9, 2024

Conference PaperDOI URL

Computer scienceMachine learningArtificial intelligenceDeep learningData modeling

Sami Rashid, Tasnuba Badrul, Lishan Rafid, Jahanggir Hossain Setu, Nabarun Halder, Ashraful Islam

Ensemble and Deep Learning Approaches for Automated Screening of Anxiety, Depression, and Burnout in Medical Student Populations

IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences, pp. 01-10, 2024

Conference PaperDOI URL

BurnoutAnxietyDepression (economics)PsychologyClinical psychologyDeep learningEnsemble learningMachine learningArtificial intelligenceApplied psychologyData scienceComputer science

Syed Tangim Pasha, Nabarun Halder, Jahanggir Hossain Setu, Ashraful Islam, Md Zahangir Hossain

Physiological Signal Data-Driven Workplace Stress Detection Among Healthcare Professionals Using BiLSTM-AM and Ensemble Stacking Models

IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences, Dubai, pp. 1-10, 2024

Conference PaperDOI URL

StackingHealth professionalsHealth careSIGNAL (programming language)Computer scienceStress (linguistics)Data scienceArtificial intelligence

Mohammed Tahmid Hossain, Sabrina Masum Meem, Jahanggir Hossain Setu, Nabarun Halder, Ashraful Islam, Md Zahangir Alam

Cyberattacks Classification on Internet of Medical Things Using Information Gain Feature Selection and Machine Learning

IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences, pp. 1-10, 2024

Conference PaperDOI URL

Feature selectionComputer scienceInformation gainThe InternetArtificial intelligenceSelection (genetic algorithm)Feature (linguistics)Machine learningInternet of Things

Nabarun Halder, Jahanggir Hossain Setu, Ashraful Islam, M Ashraful Amin

Smartwatch-Based Human Stress Diagnosis Utilizing Physiological Signals and LSTM-Driven Machine Intelligence

2024 Advances in Science and Engineering Technology International Conferences (ASET), pp. 01-08, 2024

Conference PaperDOI URL

SmartwatchComputer scienceStress (linguistics)Artificial intelligenceSpeech recognitionMachine learningWearable computer

Nabarun Halder, SM Rakibul Islam, Md Sarwar Hosain, Eshtiak Ahmed, Ashraful Islam, Sheak Rashed Haider Noori

Efficacy and Acceptance of Virtual Classrooms During COVID-19: Bangladesh Perspective

2021 3rd International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA), pp. 1–6, 2021

Conference PaperDOI URL

Coronavirus disease 2019 (COVID-19)Perspective (graphical)Focus groupClass (philosophy)Medical education2019-20 coronavirus outbreakSevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2)PsychologyOnline learningQualitative propertyMathematics educationComputer science