Md. Farhadul Islam

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	All	Since 2019
Citations	33	33
h-index	3	3
i10-index	1	1

2022202320245 18 10

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Sarah ZabeenGraduate Teaching Assistant, School of Data and Sciences, BRAC UniversityVerified email at bracu.ac.bd
Meem Arafat ManabResearch Staff and Postgraduate Student, Dublin City University; Lecturer on Leave, BRAC UniversityVerified email at bracu.ac.bd
Annajiat Alim RaselDepartment of Computer Science and Engineering, School of Data and Sciences, BRAC UniversityVerified email at bracu.ac.bd
Jannatun NoorAssistant Professor, BRACUVerified email at bracu.ac.bd
Joyanta Jyoti MondalDepartment of Computer Science, University of Alabama at BirminghamVerified email at uab.edu
Fardin Bin RahmanBrac UniversityVerified email at g.bracu.ac.bd
Dewan Ziaul karimLecturer, Department of CSE, BRAC UniversityVerified email at bracu.ac.bd
A. B. M. Alim Al IslamProfessor, Department of CSE, Bangladesh University of Engineering and Technology (BUET)Verified email at cse.buet.ac.bd
Mohammad Abu Yousuf, PhDProfessorVerified email at juniv.edu
Md. Tawhid AnwarSenior Lecturer, Department of Computer Science and Engineering, BRAC UniversityVerified email at bracu.ac.bd
Md. Golam Rabiul Alam, Ph.D.Professor, Department of Computer Science and Engineering, BRAC UniversityVerified email at bracu.ac.bd
Mohammad Rakibul Hasan MahinBrac UniversityVerified email at g.bracu.ac.bd
MD. SHAMSUL RAYHAN CHYVerified email at g.bracu.ac.bd
KaykobadProfessor, Computer Science and Engineering, BUETVerified email at cse.buet.ac.bd
Farig SadequeAssistant Professor, BRAC UniversityVerified email at bracu.ac.bd
Sarfaraz NewazPhD Student, Dept of CSE, BUET, BangladeshVerified email at grad.cse.buet.ac.bd
Raima IslamComputer Science GraduateVerified email at g.bracu.ac.bd
HAMIM IBNE NASIMVerified email at g.bracu.ac.bd
Md Tanzim RezaLecturer, Brac UniversityVerified email at bracu.ac.bd
Md. Azharul IslamBrac UniversityVerified email at g.bracu.ac.bd

Md. Farhadul Islam

Graduate Research Assistant, School of Data and Sciences, BRAC University

Verified email at bracu.ac.bd - Homepage

Deep Learning Medical Image Analysis Computer Vision Sustainable Computing HCI


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Note: Plant Leaf Disease Network (PLeaD-Net): Identifying Plant Leaf Diseases through Leveraging Limited-Resource Deep Convolutional Neural Network JJ Mondal, MF Islam, S Zabeen, ABMAA Islam, J Noor Proceedings of the 5th ACM SIGCAS/SIGCHI Conference on Computing and …, 2022	11	2022
Diagnosis of Autism Spectrum Disorder Through Eye Movement Tracking Using Deep Learning N Mumenin, MF Islam, MRZ Chowdhury, MA Yousuf Proceedings of International Conference on Information and Communication …, 2023	6	2023
RNN Variants vs Transformer Variants: Uncertainty in Text Classification with Monte Carlo Dropout MF Islam, FB Rahman, S Zabeen, MA Islam, MS Hossain, MHK Mehedi, ... 2022 25th International Conference on Computer and Information Technology …, 2022	4	2022
InvoPotNet: Detecting Pothole from Images through Leveraging Lightweight Involutional Neural Network JJ Mondal, MF Islam, S Zabeen, MA Manab 2022 25th International Conference on Computer and Information Technology …, 2022	3	2022
Monte Carlo Dropout for Uncertainty Analysis and ECG Trace Image Classification MF Islam, S Zabeen, MHK Mehedi, S Iqbal, AA Rasel Joint IAPR International Workshops on Statistical Techniques in Pattern …, 2022	3	2022
How certain are tansformers in image classification: uncertainty analysis with Monte Carlo dropout MF Islam, S Zabeen, MA Islam, FB Rahman, A Ahmed, DZ Karim, ... Fifteenth International Conference on Machine Vision (ICMV 2022) 12701, 158-165, 2023	2	2023
UnIC-Net: Uncertainty Aware Involution-Convolution Hybrid Network for Two-level Disease Identification MF Islam, S Zabeen, FB Rahman, MA Islam, FB Kibria, MA Manab, ... SoutheastCon 2023, 305-312, 2023	1	2023
Classifying Corn Leaf Diseases using Ensemble Learning with Dropout and Stochastic Depth Based Convolutional Networks MSR Chy, MRH Mahin, MF Islam, MS Hossain, AA Rasel Proceedings of the 2023 8th International Conference on Machine Learning …, 2023	1	2023
Forecasting Meteorological Solar Irradiation Using Machine Learning and N-BEATS Architecture MT Anwar, MF Islam, MGR Alam Proceedings of the 2023 8th International Conference on Machine Learning …, 2023	1	2023
Sentiment Analysis of Restaurant Reviews from Bangladeshi Food Delivery Apps RA Shuvo, MS Hossain, MF Islam, AA Rasel 2023 International Conference on Emerging Smart Computing and Informatics …, 2023	1	2023
Spatially Optimized Compact Deep Metric Learning Model for Similarity Search MF Islam, MT Reza, MA Manab, MRH Mahin, S Zabeen, J Noor arXiv preprint arXiv:2404.06593, 2024		2024
Uncovering local aggregated air quality index with smartphone captured images leveraging efficient deep convolutional neural network JJ Mondal, MF Islam, R Islam, NK Rhidi, S Newaz, MA Manab, ABM Islam, ... Scientific Reports 14 (1), 1627, 2024		2024
Involution Fused ConvNet for Classifying Eye-Tracking Patterns of Children with Autism Spectrum Disorder MF Islam, MA Manab, JJ Mondal, S Zabeen, FB Rahman, MZ Hasan, ... arXiv preprint arXiv:2401.03575, 2024		2024
Fog-Resilient Bangla Car Plate Recognition Using Dark Channel Prior and YOLO HI Nasim, FJ Printia, M Hasan, R Rashid, IJ Chowdhury, JJ Mondal, ... Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024		2024
Robust Fake Review Detection Using Uncertainty-Aware LSTM and BERT S Zabeen, A Hasan, MF Islam, MS Hossain, AA Rasel 2023 IEEE 15th International Conference on Computational Intelligence and …, 2023		2023
Exploring Node Classification Uncertainty in Graph Neural Networks MF Islam, S Zabeen, FB Rahman, MA Islam, FB Kibria, MA Manab, ... Proceedings of the 2023 ACM Southeast Conference, 186-190, 2023		2023
Analysis of uncertainty in different neural network structures using Monte Carlo Dropout MF Islam, S Zabeen, FB Rahman, MA Islam, FB Kibria Brac University, 2023		2023
Identifying Hurricane Damage using Explainable Compact Transformer with Convolutional Embedding MF Islam, S Zabeen, MM Rahman, MH Khan, FN Khan, NZ Nahim, ... 2022 25th International Conference on Computer and Information Technology …, 2022		2022

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