DIU Faculty Publication: Recent submissions

  • Predicting the Death of Road Accidents in Bangladesh Using Machine Learning Algorithms 
    Siddik, Md. Abu Bakkar; Arman, Md. Shohel; Hasan, Afia; Jahan, Mahmuda Rawnak; Islam, Majharul; Biplob, Khalid Been Badruzzaman (Scopus, 2021)
    Road accidents are now a common occurrence in our country. Every year thousands of people die in these accidents and thousands of people are crippled and cursed. Recently the level of road accidents has increased drastically. ...
  • Hand Swiftera 
    Sabab, Shahed Anzarus; Islam, Sadman Saumik; Hossain, Mainul; Shahreen, Mahbuba (4th International Conference on Electrical Engineering and Information and Communication Technology, 2019)
    In the last decade, the trends in Human-Computer Interaction have changed dramatically with the invention of new and emerging technologies and devices. Controlling computer without the traditional peripherals is one of ...
  • Deep Learning Predictive Model for Colon Cancer Patient using CNN-based Classification 
    Tasnim, Zarrin; Chakraborty, Sovon; Shamrat, F. M. Javed Mehedi; Chowdhury, Ali Newaz; Nuha, Humaira Alam; Karim, Asif; Zahir, Sabrina Binte; Billah, Md. Masum (Scopus, 2021)
    In recent years, the area of Medicine and Healthcare has made significant advances with the assistance of computational technology. During this time, new diagnostic techniques were developed. Cancer is the world's ...
  • Hand Gesture Recognition Using Image Segmentation and Deep Neural Network 
    Rony, Md Rashad Al Hasan; Alam, Mirza Mohtashim (Proceedings of SPIE - The International Society for Optical Engineering, 2019-03-15)
    Sign language is a medium of communication for a person with an auditory and verbal disability or deficiency. Therefore, it is essential to understand their hand gestures without difficulty in order to have effortless and ...
  • Haar Cascade Classifier and Lucas–kanade Optical Flow Based Realtime Object Tracker with Custom Masking Technique 
    Mohiuddin, Karishma; Alam, Mirza Mohtashim; Das, Amit Kishor; Munna, Md. Tahsir Ahmed; Allayear, Shaikh Muhammad; Ali, Md. Haider (Advances in Intelligent Systems and Computing, Springer, 2018-12-27)
    Computer vision has been proven a remarkable entity in modern computer science. Different applications of this field have been used on a regular basis. In this paper, we propose a new model for tracking real time object ...
  • GDPR Compliance 
    Shovon, Ahmedur Rahman; Roy, Shanto; Shil, Arnab Kumar; Atik, Tanjila (1st International Conference on Advances in Science, Engineering and Robotics Technology, IEEE, 2019-05-05)
    The paper presents implementation use cases towards the consequences of maintaining user data privacy after the adoption of GDPR; specifically in the news media industry. General data privacy regulation (GDPR) is a European ...
  • Forecasting the Number of Road Accidents and Casualties Using Random Forest Regression in the Context of Bangladesh 
    Biswas, Al Amin; Mia, Md. Jueal; Majumder, Anup (10th International Conference on Computing, Communication and Networking Technologies, IEEE, 2019-12-30)
    Last few decades, road accident is one of the rising problems in Bangladesh. Therefore, forecasting the number of accident and its casualties is necessary for its mitigation. In this perspective, machine learning can play ...
  • Forecasting of Agricultural Loan in Bangladesh 
    Rahman, Md.Mosfiqur; Parvin, Masuma; Anam, Sayedul; Rubi, M.A (International Journal of Recent Technology and Engineering, 2019-09)
    The agriculture sector is important to meet up the challenges of twentieth century in Bangladesh. It has huge contribution to our life. This sector secures the food security, export earnings and poverty reduction (Agricultural ...
  • Predicting Insomnia Using Multilayer Stacked Ensemble Model 
    Zulfiker, Md. Sabab; Kabir, Nasrin; Biswas, Al Amin; Chakraborty, Partha (Scopus, 2021)
    Different forms of sleep disorders have become major health problems among people around the world, and insomnia is one of them. It is a physical condition in which a person faces difficulties to fall asleep at night. It ...
  • Psychological Impact of School Closure and Social Isolation on Female Students during Covid-19 
    Mustari, Sohela; Rahman, Mehe Zebunnesa; Kar, Susmita (Scopus, 2021)
    This article describes the socio-psychological effects of school closure on school-going urban girls in Dhaka, Bangladesh, during the Covid-19 pandemic. It illustrates the life of urban students in Bangladesh during the ...
  • Classification of Immunity Booster Medicinal Plants Using CNN 
    Musa, Md.; Arman, Md. Shohel; Hossain, Md. Ekram; Thusar, Ashraful Hossen; Nisat, Nahid Kawsar (Scopus, 2021)
    Environment has blessed us with various kinds of plants. Some of them uses as resources of medicines as it is called medicinal plant. In Bangladesh medicinal plants are also known as Ayurveda, Homeopathy and Unani. Experts ...
  • Classification of Breast Cancer Cell Images using Multiple Convolution Neural Network Architectures 
    Tasnim, Zarrin; Shamrat, F. M. Javed Mehedi; Islam, Md Saidul; Rahman, Md.Tareq; Aronya, Biraj Saha; Muna, Jannatun Naeem; Billah, Md. Masum (Scopus, 2021)
    Abstract: Breast cancer is a malignant tumor that affects women. It is the most prevalent cancer in women, affecting about 10% of all women at any point in their lives. The development of breast cancer begins in the lobules ...
  • Faster Than You Think 
    Arndt, Channing; Arent, Doug; Hartley, Faaiqa; Merven, Bruno; Mondal, Alam Hossain (Annual Review of Resource Economics, 2019-10)
    Since 2007, large and unexpected declines in generation costs for renewable energy systems, particularly solar but also wind, combined with policy measures designed to limit greenhouse gas emissions, have created a paradigm ...
  • Fault Detection and Classification of Power System Busbar Using Artificial Neural Network 
    Anika, Adrita; Junaed-Al-Hossain, Md.; Alam, Sk. Hasibul; Al-Masood, Nahid (2019 IEEE International Conference on Power, Electrical, and Electronics and Industrial Applications, IEEE, 2019-12-19)
    Fault analysis is an important consideration in power system planning, protection and overall system reliability assessment. When a fault occurs at some point in the network, normal operating conditions are upset; if the ...
  • Feature Selection and Classification of Spinal Abnormalities to Detect Low Back Pain Disorder Using Machine Learning Approaches 
    Islam, Md. Shariful; Asaduzzaman, Md.; Rahman, Mohammad Masudur (1st International Conference on Advances in Science, Engineering and Robotics Technology, IEEE, 2019-05-05)
    With the advent of computational intelligence, the analysis of medical data using machine learning techniques benefits accurate classification of different health diseases and disorders. However, disorganization and ...
  • FoNet - Local Food Recognition Using Deep Residual Neural Networks 
    Jeny, Afsana Ahsan; Junayed, Masum Shah; Ahmed, Ikhtiar; Habib, Md. Tarek; Rahman, Md. Riazur (Proceedings - 2019 International Conference on Information Technology, IEEE, 2019-12-21)
    Food is an inseparable part of any culture of any country all over the world. Recognition ability for local foods reflects the cultural strength. Moreover, it would be so beneficial if some can come to know the information ...
  • Classification of Immunity Booster Medicinal Plants Using CNN 
    Musa, Md.; Arman, Md. Shohel; Hossain, Md. Ekram; Thusar, Ashraful Hossen; Nisat, Nahid Kawsar; Islam, Arni (Scopus, 2021)
    Environment has blessed us with various kinds of plants. Some of them uses as resources of medicines as it is called medicinal plant. In Bangladesh medicinal plants are also known as Ayurveda, Homeopathy and Unani. Experts ...
  • Factors Influencing Purchasing Power Parity (PPP) in Bangladesh Economy 
    Zayed, Nurul Mohammad; Chowdhury, Fatema Nusrat; Kamruzzaman, Md.; Islam, Md. Sariful (Academy of Strategic Management Journal, 2019)
    This paper has investigated the effect of inflation, CPI and GDP on real exchange rate. The main purpose of this paper is to find out that how much selected macroeconomic variables influencing real exchange rate in Bangladesh ...
  • Factors and Strategies to Drive the Choice of Women Graduates to Enter Into Tourism and Hospitality Sector 
    Kobra, Mst. Khadijatul; Khalil, Md. Ibrahim; Rubi, Maksuda Akter; Kulsum, Umme; Zayed, Nurul Mohammad (Academy of Strategic Management Journal, 2019)
    Women and their hospitable nature can edify the nightlight of tourism and hospitality industry at a greater extent. The research has been conducted to find out the aspects swaying women to join or not to join tourism ...
  • Factor Scoring and Machine Learning Algorithm to Predict Student Counselling 
    Jahan, Nusrat; Islam, Saiful; Sultana, Rezwana (International Journal of Engineering and Advanced Technology, 2019-10)
    Personal realization is one of the best things for a successful life. Sometimes, one needs help to realize about bad habits, career goals and accomplish mental health as well as to overcome other problems. This help is ...

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