Md. Mahbubur Rahman

Iowa State University | ISU · Department of Computer Science

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...

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...

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....

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...

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...

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...

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...