Md. Mahbubur Rahman

• Doctor of Philosophy
• Research Assistant at Iowa State University

Chronic kidney disease (CKD) is characterized by persistent abnormalities in urinary biomarkers or reduced renal function, posing risks not only of progression to end-stage kidney disease but also of accelerated cardiovascular complications and mortality. The use of computer-aided automated diagnostics can assist nephrologists in early detection an...

Skin diseases are a significant public health challenge in Bangladesh, with prevalence rates soaring from 11.16 to 63% in recent years. The lack of access to dermatological expertise and resource constraints in rural areas exacerbate delayed or inaccurate diagnoses, leading to worsening conditions and higher treatment costs. This study addresses th...

In recent days, the number of technology enthusiasts is increasing day by day with the prevalence of technological products and easy access to the internet. Similarly, the amount of people working behind this rapid development is rising tremendously. Computer programmers consist of a large portion of those tech-savvy people. Codeforces, an online p...

According to World Health Organization (WHO) statistics, a monkeypox outbreak has been detected in 127 countries so far and is rapidly expanding throughout the world. While the skin lesions and rashes of monkeypox frequently resemble those of other poxes, such as chickenpox and measles. Because of these similarities, it might be difficult for docto...

Over the last few years, social media has evolved into a medium for expressing personal views, emotions, and even business and political proposals, recommendations, and advertisements. We address the topic of identifying emotions from text data obtained from social media posts like Twitter in this research. We have deployed different traditional ma...

Deep learning (DL) models of code have recently reported great progress for vulnerability detection. In some cases, DL-based models have outperformed static analysis tools. Although many great models have been proposed, we do not yet have a good understanding of these models. This limits the further advancement of model robustness, debugging, and d...

Text classification is an essential and the most well-known topic of Artificial Intelligence as a discipline of Natural Language Processing (NLP). Because of the abundance of textual documents in Bangla, text classification has become a crucial subject. Natural Language Processing (NLP) in Bangla, at the same time, is not as developed as it is in E...

Nowadays, gender Prediction has become a popular subject in machine learning and predicting gender by analyzing some text or names is very common while predicting gender by their taste or favourites is not so popular. As a result, for this paper, we established an aim of predicting people's gender based on their preferences or requirements. There a...

The word "Pandemic" means a horrible situation for the whole world. In December 2019, they were crucially killing breathing symptoms coronavirus (SARS-CoV-2), a novel coronavirus that was first flourishing in Wuhan, China. This survey exposes Bangladeshi people to their thinking, mind, reaction about the corona, guessing about COVID-19, how their m...

OCR means optical character recognition, which is a text extraction technology that works with photos, scanned data, and PDF documents. By extracting text data, OCR systems typically convert non-editable, non-searchable documents into editable, searchable files. As a result, information finding and identification from digitized files is simplified....

Data mining is most efficient when used deliberately to achieve a corporate goal, answer business or research questions, or contribute to a problem-solving solution. Data mining aids in the accurate prediction of outcomes, the recognition of patterns and anomalies, and frequently inform forecasts. Online education is becoming more popular all aroun...

Today the world has already acknowledged as a global village by the inter-net which has technologically evolved into a significant performance instrument for individuals, businesses, and countries seeking to achieve betterment. This study is based on data mining techniques to predict the satisfaction level of internet users from the context of Bang...

Stock market prediction is one of the most critical tasks in the area of computation due to its high erratic nature. There are many factors involved in the stock market that are responsible for the rapid vicissitudes of the stock price. Continual unsettlement in the stock market is the primary reason for the investors to sell out their stock at a d...

Natural Language Processing (NLP) is one of the greatest familiar field of Artificial Intelligence. Bangla text classification is become a significant problem due to the availability of textual documents. So, it's high time to solve this problem for better information organization and knowledge management. This study identifies the type of Bangla s...

The acknowledgment of plant diseases assumes an indispensable part in taking infectious prevention measures to improve the quality and amount of harvest yield. Mechanization of plant diseases is a lot advantageous as it decreases the checking work in an enormous cultivated area where mango is planted to a huge extend. Leaves being the food hotspot...

Natural Language Processing (NLP) is one of the greatest familiar field of Artificial Intelligence. Bangla text classification is become a significant problem due to the availability of textual documents. So, it's high time to solve this problem for better information organization and knowledge management. This study identifies the type of Bangla s...

Various pest-affected and citrus diseases of lemon leaf have become very severe in the temperate weather areas of southeast Asian countries. As a result, the cultivation of lemon and other citrus fruits has been badly affected. An efficient classification of these kinds of diseases can decrease the rate of loss by choosing proper pesticides in time...

Bangladesh has its profusion of water resources, but due to environmental issues and some other significant causes, the quantity of water resources is lessening continuously. As a result, many of our local freshwater fishes are being abolished, leading to a lack of knowledge about freshwater fish among the new generation of people in Bangladesh. It...

In this era of the information age, a major number of people spend their time on social networking sites. Among different social networking sites, Facebook is one of the most popular due to its accessibility and many other reasons. Nowadays, people use Facebook not only for general purposes but also for business purposes as it provides free opportu...

Online Bangla news has rapidly increased in the era of the information age. Each news site has its different categorization for grouping their news. The Layout and categorization of the online Bangla news articles cannot perpetually meet the individual's needs due to the heterogeneity. So, overcoming this issue and classifying the online Bangla new...

The global world is dependent and integrated with all the ecosystems. To survive in the race, we must need to know about the birds and their habitats and importance to the existence of the human race on earth. However, it is difficult to recognize several species of birds, animals, and so on. In this paper, we presented a methodology to recognize l...

Traffic congestion research is on the rise, thanks to urbanization, economic growth, and industrialization. Developed countries invest a lot of research money in collecting traffic data using Radio Frequency Identification (RFID), loop detectors, speed sensors, high-end traffic light, and GPS. However, these processes are expensive, infeasible, and...

Document classification or categorization assign documents to a predefined domain category. The improvement of document classification techniques has been noticeable worldwide recently. Many transformer-based models have been introduced for different languages, which shows significant improvement in this area of Natural Language Processing. In this...

The advertising slogan is a short sentence that is considered as one of the fundamental terms to promote business brands and attract customers’ attention to consuming the products. Most of the existing works paid less focus on identifying a perfect slogan as a slogan which is not a regular sentence. Again, these methods didn’t detect the related co...

Traffic congestion research is on the rise, thanks to urbanization, economic growth, and industrialization. Developed countries invest a lot of research money in collecting traffic data using Radio Frequency Identification (RFID), loop detectors, speed sensors, high-end traffic light, and GPS. However, these processes are expensive, infeasible, and...

Last few decades, the availability and accessibility of the Bangla document and its content have rapidly increased due to the rapid technological advancement. Intense research needs to be performed on various Bangla documents due to the diversity of the language and associated sentiment. Document classification is one of the fundamental problems of...

The word "Pandemic" means a horrible situation for the whole world. In December 2019, they were crucially killing breathing symptoms coronavirus (SARS-CoV-2), a novel coronavirus that was first flourishing in Wuhan, China. This survey exposes Bangladeshi people to their thinking, mind, reaction about the corona, guessing about COVID-19, how their m...

Recognition of bird species can be a challenging task due to various complex factors. The purpose of this work is to distinguish various local bird species of Bangladesh from the image data. The MobileNet and Inception-v3 model which is mainly an image classification model used here to accomplish this work. Here, we have used a total of four approa...

Optical Character Recognition (OCR) technology is very helpful for visually impaired or illiterate persons who are unable to read text documents but need to reach the content of the text documents. In this paper, a camera-based assistive device is used that can be applied for visually impaired or illiterate people to understand Bangla text document...