Publications
Peer-reviewed research in machine learning, NLP, computer vision and applied AI.
2025
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ZebraMap: A Multimodal Rare Disease Knowledge Map with Automated Data Aggregation & LLM-Enriched Information Extraction Pipeline
2021
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MediNET: A deep learning approach to recognize Bangladeshi ordinary medicinal plants using CNN
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Multi Class Fake News Detection using LSTM Approach
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A study on Dengue fever in Bangladesh: predicting the probability of Dengue infection with external behavior with machine learning
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QWORD at CheckThat! 2021: An extreme gradient boosting approach for multiclass fake news detection
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A deep learning study on understanding Banglish and abbreviated words used in social media
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M82B at CheckThat! 2021: Multiclass fake news detection using BiLSTM
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Analyzing the cause of students reluctant to participate in the classroom: a machine learning approach
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Team Sigmoid at CheckThat! 2021 Task 3a: Multiclass fake news detection with machine learning
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A review on automatic speech emotion recognition with an experiment using multilayer perceptron classifier
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Classifying the usual leaf diseases of paddy plants in Bangladesh using multilayered CNN architecture
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BlackOps at CheckThat! 2021: User profile analysis for intelligent detection of fake tweets
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A proficient deep learning approach to classify the usual military signs by CNN with own dataset
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Predicting the appropriate category of Bangla and English books for online book store using deep learning
2020
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A deep learning based assistive system to classify COVID-19 face mask for human safety with YOLOv3
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A Bengali text generation approach in context of abstractive text summarization using RNN
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A robust deep learning segmentation and identification approach of different Bangladeshi plant seeds using CNN
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Bangladeshi stock price prediction and analysis with potent machine learning approaches
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A proficient model to classify Bangladeshi bank notes for automatic vending machine using a tiny dataset with one-shot learning & Siamese networks
2019
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Sequence-to-sequence Bangla sentence generation with LSTM recurrent neural networks
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Leaves diseases detection of tomato using image processing
2018
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Ishara-Lipi: The first complete multipurpose open access dataset of isolated characters for Bangla Sign Language
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BornoNet: Bangla handwritten characters recognition using convolutional neural network
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Ekush: A multipurpose and multitype comprehensive database for online off-line Bangla handwritten characters
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A potent model to recognize Bangla Sign Language digits using convolutional neural network
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Ishara-Bochon: The first multipurpose open access dataset for Bangla Sign Language isolated digits
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A simple and mighty arrowhead detection technique of Bangla Sign Language characters with CNN
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ShonkhaNet: a dynamic routing for Bangla handwritten digit recognition using capsule network
Author name variants appear as MS Islam / S Islam / M Islam. See Google Scholar or ORCID for the authoritative list.