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Md. Rayhan Ahmed
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Year
An Ensemble 1D-CNN-LSTM-GRU Model with Data Augmentation for Speech Emotion Recognition
MR Ahmed, S Islam, AKMM Islam, S Shatabda
Expert Systems With Applications 218, 119633, 2023
472023
Automatic Environmental Sound Recognition (AESR) Using Convolutional Neural Network
MR Ahmed, TI Robin, AA Shafin
International Journal of Modern Education and Computer Science (IJMECS) 12 …, 2020
332020
Classification of Human Monkeypox Disease Using Deep Learning Models and Attention Mechanisms
ME Haque, MR Ahmed, RS Nila, S Islam
arXiv preprint arXiv:2211.15459, 2022
302022
Intrusion Detection System in Software-Defined Networks Using Machine Learning and Deep Learning Techniques –A Comprehensive Survey
MR Ahmed, S Islam, S Shatabda, AKMM Islam, MTR Islam
TechRxiv, 2021
252021
Blockchain-Based Identity Management System and Self-Sovereign Identity Ecosystem: A Comprehensive Survey
MR Ahmed, AKMM ISLAM, S SHATABDA, S ISLAM
IEEE Access 10, 113436-113481, 2022
172022
Leveraging Convolutional Neural Network and Transfer Learning for Cotton Plant and Leaf Disease Recognition
MR Ahmed
International Journal of Image, Graphics and Signal Processing(IJIGSP) 13 (4 …, 2021
152021
BanglaSER: A speech emotion recognition dataset for the Bangla language
RK Das, N Islam, MR Ahmed, S Islam, S Shatabda, AKMM Islam
Data in Brief 42 (doi.org/10.1016/j.dib.2022.108091), 108091, 2022
142022
Human Monkeypox Disease Detection Using Deep Learning and Attention Mechanisms
ME Haque, MR Ahmed, RS Nila, S Islam
2022 25th International Conference on Computer and Information Technology …, 2023
82023
DoubleU-NetPlus: A Novel Attention and Context Guided Dual U-Net with Multi-Scale Residual Feature Fusion Network for Semantic Segmentation of Medical Images
MR Ahmed, AF Ashrafi, RU Ahmed, S Shatabda, AKMM Islam, S Islam
Neural Computing and Applications 35 (https://doi.org/10.1007/s00521-023 …, 2023
82023
DOLG-NeXt: Convolutional Neural Network with Deep Orthogonal Fusion of Local and Global Features for Biomedical Image Segmentation
MR Ahmed, MAI Fahim, S Islam, A.K.M. Muzahidul, Islam, S Shatabda
Neurocomputing 546 (https://doi.org/10.1016/j.neucom.2023.12), 126362, 2023
62023
Prediction of soil nutrients using hyperspectral satellite imaging
S Riad, MS Ahmed, MH Himel, MR Ahmed, MM hasan, AH Mim, A Zaman, ...
Proceedings of International Conference on Fourth Industrial Revolution and …, 2022
62022
BDMediLeaves: A leaf images dataset for Bangladeshi medicinal plants identification
S Islam, MR Ahmed, S Islam, MMA Rishad, TR Utshow, MI Siam
Data in Brief 50 (October 2023), 109488, 2023
52023
An Attention-Guided Deep-Learning-Based Network with Bayesian Optimization for Forest Fire Classification and Localization
AM Islam, FB Masud, MR Ahmed, AI Jafar, JR Ullah, S Islam, S Shatabda, ...
Forests 14 (10), 2080, 2023
42023
MCFFA-Net: Multi-Contextual Feature Fusion and Attention Guided Network for Apple Foliar Disease Classification
MR Ahmed, AF Ashrafi, RU Ahmed, T Ahmed
2022 25th International Conference on Computer and Information Technology …, 2023
12023
Statistical and Machine Learning Analysis of Impact of Population and Gender Effect in GDP of Bangladesh: A Case Study
MR Ahmed, AA Shafin
International Journal of Information Technology and Computer Science 12 (1 …, 2020
12020
Closed frequent pattern mining using vertical data format: depth first approach
M Mohsin, MR Ahmed, T Ahmed
International Journal of Scientific Research in Science, Engineering and …, 2016
12016
Enhancing Garbage Classification with Swin Transformer and Attention-Based Autoencoder: An Efficient Approach for Waste Management
N Islam, H Noor, MR Ahmed
International Conference on Information Technology and Applications, 423-433, 2024
2024
MSFFAR-Net: A Multi-Scale Feature Fusion and Attention-Guided Residual Network for Bangladeshi Medicinal Plants Classification
AM Islam, FB Masud, MR Ahmed, S Islam
26th International Conference on Computer and Information Technology, https …, 2024
2024
BCNet-11: A dilated convolutional neural network for breast cancer classification using histopathology images
S Sakib, AI Abian, MMJ Mim, RK Debnath, AH Zen, MR Ahmed
3rd International Conference on Big Data, IoT and Machine Learning, 2023
2023
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Articles 1–19