A B M Moniruzzaman, Syed Akhter Hossain
Digital world is growing very fast and become more complex in the volume (terabyte to petabyte), variety (structured and un-structured and hybrid), velocity (high speed in growth) in nature. This refers to as Big Data that is a global phenomenon. This is typically considered to be a data collection ...
Syed Masud Ahmed, Md. Akhter Hossain, Md. Raihan Chowdhury
In Bangladesh, there is a lack of knowledge about the large body of informal sector practitioners, who are the major providers of health care to the poor, especially in rural areas, knowledge which is essential for designing a need-based, pro-poor health system. This paper addresses this gap by pres...
Farhana Safa, Afifa Anjum, Sahadat Hossain, Tonima Islam Trisa et al.
Background The most recent global pandemic of COVID-19 has been creating multidimensional damages, including a detrimental impact on the mental health status of individuals. Medical students, a vulnerable cross-section of the population, may have perceived a myriad of psychological stressors during ...
AKM Shahariar Azad Rabby, Sadeka Haque, Md. Sanzidul Islam, Sheikh Abujar et al.
Bangla handwriting recognition is becoming an important issue in several years but it becomes a challenge to get good performance due to the alignment and many of them are similar. A simple, lightweight CNN model has been proposed in this paper for classifying Bangla Handwriting Character, which con...
AKM Shahariar Azad Rabby, Sadeka Haque, Md. Sanzidul Islam, Sheikh Abujar et al.
AKM Shahariar Azad Rabby, Sadeka Haque, Sheikh Abujar, Syed Akhter Hossain
EkushNet is the first research which can recognize Bangla handwritten basic characters, digits, modifiers, and compound characters. Handwritten recognition is one of the most interesting issue in present time due to its variant applications and help to make the old form and information digitization ...
Md. Sanzidul Islam, Sadia Sultana Sharmin Mousumi, Sheikh Abujar, Syed Akhter Hossain
Sequence to sequence text generation is the most efficient approach for automatically converting the script of a word from a source sequence to a target sequence. Text generation is the application of natural language generation which is useful in sequence modeling like the machine translation, spee...
Naimul Hossain, Md. Rafiuzzaman Bhuiyan, Zerin Nasrin Tumpa, Syed Akhter Hossain
The combination of machine learning approach and natural language processing is applied to analyze the sentiment of text for particular sentences. In this particular area lots of work done in recent times. Restaurant business was always a popular business in Bangladesh. These business is now Leaning...
Hasibul Hasan, AKM Shahariar Azad Rabby, Mohammad Touhidul Islam, Syed Akhter Hossain
Student performance prediction is very important to understand a student progress rate. It is said that `Prevention is better than the cure'. In this Research, we are trying to find out student's current status and predict his/her future results. After the outcome, teachers can give him/her proper a...
Sheikh Abujar, Mahmudul Hasan, M.S.I Shahin, Syed Akhter Hossain
Automated Text Summarization is a technique of summarizing any document or text automatically. Summarized text is the concise form of the given text. In Natural language processing many text summarization techniques are available for English language, but only a few for Bangla language. Bangla is on...
Abu Kaisar Mohammad Masum, Sheikh Abujar, Md Ashraful Islam Talukder, AKM Shahariar Azad Rabby et al.
Text summarization is one of the famous problems in natural language processing and deep learning in recent years. Generally, text summarization contains a short note on a large text document. Our main purpose is to create a short, fluent and understandable abstractive summary of a text document. Fo...
Md. Rafidul Hasan Khan, Umme Sunzida Afroz, Abu Kaisar Mohammad Masum, Sheikh Abujar et al.
Nowadays, Sentiment Analysis is one of the advanced matters of natural language processing. Sentiment analysis determines a particular pole of a paragraph. Our purpose is to find the sentiment from the Bengali paragraph which is happy or sad using various types of machine learning classification ana...
Md. Ferdouse Ahmed Foysal, Mohammad Shakirul Islam, Sheikh Abujar, Syed Akhter Hossain
Sadeka Haque, AKM Shahariar Azad Rabby, Monira Akter Laboni, Nafis Neehal et al.
Md. Sohel Miah, Tayeeba Tasnuva, Mirajul Islam, Mumenunnessa Keya et al.
Fruit classification is crucial in various industries. This hierarchy helps vendors in different supermarkets to identify the species of fruit and also influences the pricing accordingly. The classification approach makes it much easier to determine if the fruit is good or poor. It is important to b...