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ccds@iub.edu.bd +88 01885 570 597

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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Research Assistant

Armun Alam

1810281@iub.edu.bd Website

Research Areas

Machine Learning

Publications (7)

Ovi Paul, Abu Bakar Siddik Nayem, Anis Sarker, Rakibul Hasan Rajib, Tahmid Hossain Jit, Armun Alam, M Ashraful Amin, Amin Ahsan Ali, AKM Mahbubur Rahman

BOLM high resolution land use and land cover dataset and benchmark results for the rapidly developing City of Dhaka Bangladesh

Scientific Reports 15(1), pp. 37689, 2025

Journal ArticleDOI URL

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

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

IoV Cyberattack Detection via TabTransformer on CAN Bus Communications

Innovative Computing 2025, Volume 4, pp. 59–65, 2025

Conference PaperDOI URL

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

Cross-Dataset Framework for Diabetes Prediction with KAN and MLP

Innovative Computing 2025, Volume 4, pp. 66–72, 2025

Conference PaperDOI URL

Land coverBenchmark (surveying)Land useSatellite imageryMetropolitan areaDeep learningMultispectral imageProcess (computing)

BengaliComputer scienceEmotion recognitionArtificial intelligenceNatural language processingSpeech recognitionPattern recognition (psychology)

Computer scienceComputer networkComputer securityEmbedded system

Computer scienceArtificial intelligenceMachine learning

Abu Tyeb Azad, Ishita Sur Apan, Fahim Ahmed, Sumaiya Karim Katha, Ezharuddin Jubaer, Armun Alam, Pranjal Kumar Nandi, Amin Ahsan Ali, Aman Chadha, Md Mofijul Islam, AKM Mahbubur Rahman

BaFCo: A Document Understanding Benchmark for Complex Bangla Form Comprehension

Computer Vision – ECCV 2026, pp. 402-420, 2026

In: Computer Vision – ECCV 2026

Book ChapterDOI URL

BengaliComprehensionAnnotationBenchmark (surveying)Schema (genetic algorithms)Focus (optics)Set (abstract data type)Task (project management)

SDG 2: Zero Hunger

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

Computer scienceMachine learningArtificial intelligenceStress (linguistics)Multiclass classificationSupport vector machine

SDG 10: Reduced Inequalities

Abu Tyeb Azad, Fahim Ahmed, Ishita Sur Apan, Ezharuddin Jubaer, Sumaiya Karim Katha, Armun Alam, Amin Ahsan Ali, Aman Chadha, Md Mofijul Islam, AKM Mahbubur Rahman

Khondo: A Multimodal Benchmark for Document Packet Splitting of Bangla Forms

arXiv (Cornell University), 2026

Preprint / Working PaperDOI

Benchmark (surveying)Concatenation (mathematics)Network packetCode (set theory)BengaliDomain (mathematical analysis)Government (linguistics)

SDG 4: Quality Education