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Jannatun Noor

BRAC University

66 Mohakhali C/A

Dhaka 1212 Bangladesh

Dhaka, 1212

Bangladesh

SCHOLARLY PAPERS

17

DOWNLOADS

1,419

TOTAL CITATIONS

3

Scholarly Papers (17)

Towards Benchmarking Erasure Coding Schemes in Object Storage System

Number of pages: 15 Posted: 19 Jul 2023
BRAC University, BRAC University, BRAC University, BRAC University, BRAC University, BRAC University and BRAC University
Downloads 151 (500,012)

Abstract:

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Erasure Coding, OpenStack Swift, Reed-Solomon CodesC, loud Storage System

Towards Benchmarking Erasure Coding Schemes in Object Storage System

Number of pages: 15 Posted: 01 Feb 2024
BRAC University, BRAC University and BRAC University
Downloads 81 (819,435)

Abstract:

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cloud computing, Object Storage, distributed computing, Fault Tolerance, OpenStack Swift

2.

Composite Human Activity Recognition Utilizing Knowledge Distillation and Sensor Fusion Focusing on Resource Constrained Microcontrollers

Number of pages: 37 Posted: 15 Mar 2025 Last Revised: 22 Feb 2026
BRAC University - Department of Computer Science and Engineering, Independent and BRAC University
Downloads 199 (384,172)

Abstract:

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Low-Cost, Composite Human Activity Recognition, Nural Networks, Knowledge Distillation, Microcontrollers, TinyML, Resource Constrained AI

3.

Exploring Influential Factors of Consumer Purchase Behavior on the Adoption of Digital Payment Apps in Bangladesh

Number of pages: 26 Posted: 17 Aug 2024
BRAC University, BRAC University, BRAC University, BRAC University and BRAC University
Downloads 142 (530,816)

Abstract:

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Human Computer Interaction, machine learning, Consumer Purchase Behavior, Digital Payment Apps

4.

Unveiling Shadows: A Data-Driven Insight on Depression Among Bangladeshi University Students

Number of pages: 17 Posted: 04 Oct 2023
BRAC University, BRAC University, BRAC University, BRAC University, Bangladesh University of Engineering and Technology (BUET) and BRAC University
Downloads 114 (621,896)

Abstract:

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Depression, Machine Learning, Undergraduate Student, Bangladesh

5.

Decision Tree-Based Real-Time Personalized Human Activity Recognition and Fall Detection Utilizing Cost Effective Highly Resource-Constrained Microcontrollers

Number of pages: 29 Posted: 16 Apr 2025 Last Revised: 11 Apr 2026
BRAC University - Department of Computer Science and Engineering, BRAC University and BRAC University
Downloads 113 (630,858)
Citation 3

Abstract:

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TinyML, Decision Tree, MCUs, ESP32, Human Activity Recognition, Low-cost, Low-compute, Fall Detection, Low-power, MCUs, Random Forest, Arduino UNO, Discretization

6.

Secure Processing-Aware Media Storage and Archival (Spmsa)

Number of pages: 17 Posted: 29 Aug 2023
BRAC University, BRAC University, BRAC University, BRAC University, BRAC University, BRAC University, affiliation not provided to SSRN, University of South Florida - Computer Science and Engineering and Bangladesh University of Engineering and Technology (BUET)
Downloads 102 (684,672)

Abstract:

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Media CloudOpenStack SwiftPJPEGMiddlewareImage ResizingEncryptionVideo Surveillance SystemFault Tolerance

7.

Towards Designing a Cancer Registry Ecosystem: Analysis from Developing Countries Perspective

Number of pages: 23 Posted: 12 Jul 2023
BRAC University, BRAC University, National Institute of Cancer Research and Hospital, BRAC University, BRAC University and affiliation not provided to SSRN
Downloads 86 (796,622)

Abstract:

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Cancer RegistryCancer CardOCRDiseaseTreatment

8.

PhysiSenseVLR: A Multimodal Vision Language Model-based System for Physics Laboratory Instrument Comprehension

Number of pages: 27 Posted: 08 Jan 2026
United International University, United International University, United International University, United International University, United International University, United International University and BRAC University
Downloads 77 (852,604)

Abstract:

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Enhancing object detection, YOLO, Classification, VLM, Reasoning, Image Understanding, Physics laboratory Instruments.

9.

Krishoker-Hut: A Novel Approach to Empower Rural Agricultural Trade Through Technology

Number of pages: 23 Posted: 29 Jul 2023
BRAC University, BRAC University, BRAC University, BRAC University, BRAC University, BRAC University and Bangladesh University of Engineering and Technology (BUET)
Downloads 74 (899,324)

Abstract:

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Agricultural Trade, Agricultural Economics, Technology in Agriculture, Direct Trading, E-commerce Platform

10.

MAPLE-Bot: Mamba-Augmented Multi-Kernel Positional Embedding

Number of pages: 14 Posted: 11 Mar 2026
BRAC University, University of Kentucky and BRAC University
Downloads 66 (933,592)

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Medical Image Segmentation, VMamba, State Space Models.Multi Kernel Positional Embedding, Clinical Deployment

11.

Enhancing Android Storage Management and Efficiency with Network Block Device (Nbd) Protocol: An Empirical Analysis

Number of pages: 17 Posted: 06 Feb 2024
BRAC University, BRAC University, BRAC University, BRAC University and BRAC University
Downloads 60 (970,490)

Abstract:

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Network Block Device (NBD), Network Attached Storage (NAS), Android & Linux Kernel

12.

Lightweight Convolutional Neural Networks Based Automated Waste Classification: An Efficient and Scalable Approach for Edge Devices

Number of pages: 15 Posted: 25 Jun 2025
BRAC University, BRAC University, BRAC University, BRAC University, BRAC University and BRAC University
Downloads 48 (1,109,210)

Abstract:

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MicroDSPNetWaste classificationEdge computingUltra-lightweight CNNDeep learningIoT

13.

Deployable Human Activity Recognition on 8-bit Class Microcontrollers: Comparing Hyperdimensional Computing, Lightweight Machine Learning Models, and Tiny Neural Networks

Number of pages: 27 Posted: 13 Jun 2026
BRAC University - Department of Computer Science and Engineering, Independent, affiliation not provided to SSRN and BRAC University
Downloads 29

Abstract:

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Hyperdimensional computing, Electronic waste, Human Activity Recognition, 8-bit Microcontroller Units, Tiny Machine Learning, Multilayer Perceptron

14.

Multimodal Deep Learning for Depression Detection: Integrating Vision-Language Transformers with Clinical Proxies

Number of pages: 10 Posted: 06 Jun 2026
BRAC University, United International University, BRAC University, BRAC University and BRAC University
Downloads 26

Abstract:

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Depression Detection, Vision-Language Models, Digital Phenotyping, Medical Informatics, Deep Learning, Explainable AI, Beck Depression Inventory

15.

LeukemiaCellNet: A Hybrid CNN-Transformer Architecture for Accurate Classification of Leukemia Blood Cells

Number of pages: 18 Posted: 12 Jan 2026
Nazmul Hasan, Syeda Nahar, Md. Reza and Jannatun Noor
University of Surrey, BRAC University, BRAC University and BRAC University
Downloads 24 (1,411,822)

Abstract:

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Leukemia Classification, Hybrid CNN-Transformer, deep
learning, Medical Image Analysis, Automated Diagnostics

16.

Dark Channel Prior Based Hybrid Method for Bangla License Plate Detection and Recognition in Foggy Weather

Number of pages: 21 Posted: 27 Apr 2026
BRAC University, BRAC University, BRAC University, BRAC University, BRAC University, BRAC University, BRAC University and BRAC University
Downloads 22 (1,491,251)

Abstract:

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You Only Look Once version 8, automatic license plate detection, foggy image processing, Dark Channel Prior, Deep learning

17.

”Balancing Innovation and Reality”: Revealing Influential Factors for 4IR Adoption in Bangladesh’s Power and Energy Landscape

Number of pages: 33 Posted: 16 Jun 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, BRAC University, affiliation not provided to SSRN, affiliation not provided to SSRN and Bangladesh University of Engineering and Technology (BUET)
Downloads 5

Abstract:

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4IR Technology, Hydrocarbon, Quantitative Analysis, Qualitative Analysis, Mixed Methods Analysis, Human Computer Interaction