10 citations · 26 across the 12 of their papers we have counts for
12 papers
A Patient Simulation Framework for Risk Assessment of Conversational Healthcare AI: Evaluation of an Antidepressant Decision Aid
Md Tanvir Rouf Shawon, Mohammad Sabik Irbaz, Hadeel R. A. Elyazori +6
Objective: This study develops and validates a patient simulation framework that aligns with the National Institute of Standards and Technology AI Risk Management Framework MAP and…
A Comparative Analysis of Noise Reduction Methods in Sentiment Analysis on Noisy Bangla Texts
Kazi Toufique Elahi, Tasnuva Binte Rahman, Shakil Shahriar +3
While Bangla is considered a language with limited resources, sentiment analysis has been a subject of extensive research in the literature. Nevertheless, there is a scarcity of ex…
Bengali License Plate Recognition: Unveiling Clarity with CNN and GFP-GAN
Noushin Afrin, Md Mahamudul Hasan, Mohammed Fazlay Elahi Safin +4
Automated License Plate Recognition(ALPR) is a system that automatically reads and extracts data from vehicle license plates using image processing and computer vision techniques.…
Bengali Intent Classification with Generative Adversarial BERT
Mehedi Hasan, Mohammad Jahid Ibna Basher, Md. Tanvir Rouf Shawon
Intent classification is a fundamental task in natural language understanding, aiming to categorize user queries or sentences into predefined classes to understand user intent. The…
An Interpretable Systematic Review of Machine Learning Models for Predictive Maintenance of Aircraft Engine
Abdullah Al Hasib, Ashikur Rahman, Mahpara Khabir +1
This paper presents an interpretable review of various machine learning and deep learning models to predict the maintenance of aircraft engine to avoid any kind of disaster. One of…
Bengali Fake Reviews: A Benchmark Dataset and Detection System
G. M. Shahariar, Md. Tanvir Rouf Shawon, Faisal Muhammad Shah +2
The proliferation of fake reviews on various online platforms has created a major concern for both consumers and businesses. Such reviews can deceive customers and cause damage to…
Explainable Cost-Sensitive Deep Neural Networks for Brain Tumor Detection from Brain MRI Images considering Data Imbalance
Md Tanvir Rouf Shawon, G. M. Shahariar Shibli, Farzad Ahmed +1
This paper presents a research study on the use of Convolutional Neural Network (CNN), ResNet50, InceptionV3, EfficientNetB0 and NASNetMobile models to efficiently detect brain tum…
Bengali Fake Review Detection using Semi-supervised Generative Adversarial Networks
Md. Tanvir Rouf Shawon, G. M. Shahariar, Faisal Muhammad Shah +2
This paper investigates the potential of semi-supervised Generative Adversarial Networks (GANs) to fine-tune pretrained language models in order to classify Bengali fake reviews fr…
DSE Stock Price Prediction using Hidden Markov Model
Raihan Tanvir, Md Tanvir Rouf Shawon, Md. Golam Rabiul Alam
Stock market forecasting is a classic problem that has been thoroughly investigated using machine learning and artificial neural network based tools and techniques. Interesting asp…
Bengali Handwritten Digit Recognition using CNN with Explainable AI
Md Tanvir Rouf Shawon, Raihan Tanvir, Md. Golam Rabiul Alam
Handwritten character recognition is a hot topic for research nowadays. If we can convert a handwritten piece of paper into a text-searchable document using the Optical Character R…
Jamdani Motif Generation using Conditional GAN
MD Tanvir Rouf Shawon, Raihan Tanvir, Humaira Ferdous Shifa +2
Jamdani is the strikingly patterned textile heritage of Bangladesh. The exclusive geometric motifs woven on the fabric are the most attractive part of this craftsmanship having a r…
Effectiveness of Transformer Models on IoT Security Detection in StackOverflow Discussions
Nibir Chandra Mandal, G. M. Shahariar, Md. Tanvir Rouf Shawon
The Internet of Things (IoT) is an emerging concept that directly links to the billions of physical items, or "things", that are connected to the Internet and are all gathering and…