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.
Md. Sanzidul Islam, Sadia Sultana Sharmin Mousumi, Nazmul A. Jessan, AKM Shahariar Azad Rabby et al.
Collecting hand gesture data for sign language is too much difficult to researchers. Ishara-Lipi, the first complete isolated characters dataset of Bangla Sign Language (BdSL) is conducted in this article. It will help to increase interaction between hearing impaired community and general people. Th...
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 ...
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...
Md. Sanzidul Islam, Sadia Sultana Sharmin Mousumi, AKM Shahariar Azad Rabby, Sayed Akhter Hossain et al.
Hearing impaired people have own language called Sign Language but it is difficult for understanding to general people. Sign language is the basic method of communication for deaf people during their everyday of life. Sign digits are also a major part of sign language. So machine translator is neces...
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...
Sadeka Haque, AKM Shahariar Azad Rabby, Monira Akter Laboni, Nafis Neehal et al.
AKM Shahariar Azad Rabby, Rezwana Mamata, Monira Akter Laboni, Ohidujjaman Ohidujjaman et al.
Machine learning has earned a remarkable position in healthcare sector because of its capability to enhance the disease prediction in healthcare sector. Artificial intelligence and Machine learning techniques are being used in healthcare sector. Nowadays, one of the world's crucial health related pr...
AKM Shahariar Azad Rabby, Sheikh Abujar, Sadeka Haque, Syed Akhter Hossain
Md. Helal Sheikh, Tahmina Tashrif Mim, Md. Shamim Reza, AKM Shahariar Azad Rabby et al.
There are thousands of grains and fruits grown on this planet every day. In order to cope with the needs of the people, new farming practices are constantly being invented. In addition, the discovery and use of new technologies, which can easily and quickly detect plant diseases. In this research, w...
Md Afif Al Mamun, Imamul Kadir, AKM Shahariar Azad Rabby, Abdullah Al Azmi
Music genre classification is very vital for music recommendation and for the retrieval of music information. So many works have already been done for classifying genres of English music using different machine learning approaches. Even though Bangla music is very rich in its own fashion, there is a...
Md. Ariful Islam Arif, Saiful Islam Sany, Faiza Islam Nahin, AKM Shahariar Azad Rabby
The key to success in today's business is controlling the retails supply chain. Predicting customer demand is very essential for supply chain management. The perfect prediction has an effective impact on earning a profit., storage., lost profit., sales amount and consumer attraction. This article wi...
Jannatul Ferdous, Suvrajit Karmaker, AKM Shahariar Azad Rabby, Syed Akhter Hossain
At present, recognition of the Bangla handwriting compound character has been an essential issue for many years. In recent years there have been application-based researches in machine learning, and deep learning, which is gained interest, and most notably is handwriting recognition because it has a...
Md. Sanzidul Islam, Sharun Akter Khushbu, AKM Shahariar Azad Rabby, Touhid Bhuiyan
The “2019 Dengue Outbreak” was a nationwide pandemic situation in Bangladesh, particularly in Dhaka city. About 179 people died and 101,354 confirmed dengue cases were found all over the country. The developing countries like Bangladesh have some limitations in the medical sector and many people don...