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Browsing by Author "Arefin, Mohammad Shamsul"

Browsing by Author "Arefin, Mohammad Shamsul"

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  • Applied Intelligence for Industry 4.0 
    Siddique, Nazmul; Arefin, Mohammad Shamsul; Kaiser, M Shamim; Kayes, ASM (Chapman & Hall, 2023-06-12)
    We are all aware that artificial intelligence (AI) has brought a change in our lives, driven by a new form of interaction between man and machine. We are in the era of the fourth Industrial Revolution (IR) where AI plays ...
  • Automated Brain Disease Classification using Transfer Learning based Deep Learning Models 
    Alam, Farhana; Tisha, Farhana Chowdhury; Rahman, Sara Anisa; Sultana, Samia; Chowdhury, Md. Ahied Mahi; Reza, Ahmed Wasif; Arefin, Mohammad Shamsul (Daffodil International University, 2022-10-05)
    Brain MRI (Magnetic Resonance Imaging) classification is one of the most significant areas of medical imaging. Among different types of procedures, MRI is the most trusted one to detect brain diseases. Manual and semi-automated ...
  • Automatic Document Summarization of Unilingual Documents: A Review 
    Anan, Sabiha; Islam, Nazneen; Ali, Mohammed Nadir Bin; Bhuiyan, Touhid; Bijoy, Md.Hasan Imam; Reza, Ahmed Wasif; Arefin, Mohammad Shamsul (Springer, 2023-12-16)
    Automatic summarization of documents is the creation of short and accurate summary of a source document. Due to the abundance of information on various platforms of our social life, shortening of that information is greatly ...
  • Brain MRI Classification for Alzheimer’s Disease Based on Convolutional Neural Network 
    Saiful, Md.; Saha, Arpita; Mim, Faria Tabassum; Tasnim, Nafisa; Reza, Ahmed Wasif; Arefin, Mohammad Shamsul (Springer, 2023-12-20)
    Alzheimer’s disease is a severe disorder of the brain that gradually increases and affects the function of the brain. It mainly affects middle-aged people or old aged person. Many researchers tried to train their model to ...
  • Chest X-ray Image Classification Using Convolutional Neural Network to Identify Tuberculosis 
    Promy, Fahmida Nusrat; Chowdhury, Tasnia Afrin; Imam, Omar Tawhid; Alam, Farhana; Reza, Ahmed Wasif; Arefin, Mohammad Shamsul (Springer, 2023-11-11)
    Tuberculosis (TB) is a severe bacterial infection that can be spread by inhaling small droplets from an infected person’s cough and sneeze. TB claimed the lives of 1.5 million individuals in 2020, including 214,000 ...
  • Combating COVID-19 Using Machine Learning and Deep Learning: Applications, Challenges, and Future Perspectives 
    Paul, Showmick Guha; Saha, Arpa; Biswas, Al Amin; Zulfiker, Md. Sabab; Arefin, Mohammad Shamsul; Rahman, Md. Mahfujur; Reza, Ahmed Wasif (IEEE, 2023-03-15)
    COVID-19, a worldwide pandemic that has affected many people and thousands of individuals have died due to COVID-19, during the last two years. Due to the benefits of Artificial Intelligence (AI) in X-ray image interpretation, ...
  • A Comprehensive Review of Green Computing 
    Paul, Showmick Guha; Saha, Arpa; Arefin, Mohammad Shamsul; Bhuiyan, Touhid; Biswas, Al Amin; Reza, Ahmed Wasif; Alotaibi, Naif M.; Alyami, Salem A.; Moni, Mohammad Ali (IEEE, 2023-08-01)
    Green computing, also called sustainable computing, is the process of developing and optimizing computer chips, systems, networks, and software in such a manner that can maximize efficiency by utilizing energy more efficiently ...
  • A Comprehensive Review on Big Data for Industries 
    Sarker, Supriya; Arefin, Mohammad Shamsul; Kowsher, Md.; Bhuiyan, Touhid; Kwon, Oh-Jin; Dhar, Pranab Kumar (IEEE, 2022-12-26)
    Technological advancements in large industries like power, minerals, and manufacturing are generating massive data every second. Big data techniques have opened up numerous opportunities to utilize massive datasets in ...
  • A Comprehensive Survey on Affinity Analysis, Bibliomining, and Technology Mining 
    Rahman, Md. Rashadur; Arefin, Mohammad Shamsul; Rahman, Sanjida; Ahmed, Afsana; Islam, Tahsina; Dhar, Pranab Kumar; Kwon, Oh-Jin (Daffodil International University, 2022-05-21)
    Recent advancements in high-speed communications and high-capacity computing systems have contributed to major growth in the data volume of databases. Data mining is a crucial part of information retrieval; it is often ...
  • Computer Vision and Image Analysis for Industry 4.0 
    Siddique, Nazmul; Arefin, Mohammad Shamsul; Ahad, Md Atiqur Rahman; M. Ali Akber Dewan; Dewan, M. Ali Akber (Chapman & Hall, 2023-06-12)
    Computer vision and image analysis are indispensable components of every automated environment. Modern machine vision and image analysis techniques play key roles in automation and quality assurance. Working environments ...
  • COVID-19 Detection from Chest X-Ray Images Using CNN Models and Deep Learning 
    Moin, Nafisha Binte; Sultana, Shamima; Al Munem, Abdullah; Imam, Omar Tawhid; Reza, Ahmed Wasif; Arefin, Mohammad Shamsul (Springer, 2023-12-24)
    The dangerous disease and ailment known as COVID-19 has caused a global pandemic and immeasurable damage to people all around the globe. Chest X-Rays are being used to identify COVID-19 in current times due to their low ...
  • Deciphering Handwritten Text: A Convolutional Neural Network Framework for Handwritten Character Recognition 
    Hossain, Md Jakir; Zaman, Sarah Samiha; Akash, Fardin Rahman; Alam, Farhana; Reza, Ahmed Wasif; Arefin, Mohammad Shamsul (Springer, 2023-11-11)
    HCR (Handwritten Character Recognition) is considered one of the most challenging research areas, given the vast array of potential applications. Character recognition has been the focus of research since the beginning of ...
  • Deep Learning Approach for COVID-19 Detection: A Diagnostic Tool Based on VGG16 and VGG19 
    Akash, Fardin Rahman; Priniya, Ajmiri Afrin; Chadni, Jahani Shabnam; Shuha, Jobaida Ahmed; Emu, Ismot Ara; Reza, Ahmed Wasif; Arefin, Mohammad Shamsul (Springer, 2020-12-20)
    The coronavirus disease 2019 is a new contagious illness affecting the lungs and upper respiratory tract. It has various complications that can affect the quality of life. One of the most common factors that can be used ...
  • Designing a Sustainable E-Waste Management Framework for Bangladesh 
    Ahsan, Mobassir; Yousuf, Mahfuza; Rahman, Md. Saifur; Proma, Farhana Islam; Reza, Ahmed Wasif; Arefin, Mohammad Shamsul (Springer, 2022-10-21)
    The main goal of this paper is to research and design a sustainable framework to deal with the E-Waste problem in Bangladesh. E-waste is currently one of the biggest problems in Bangladesh. But there are yet to be any ...
  • Education Certification and Verified Documents Sharing System by Blockchain 
    Reza, Ahmed Wasif; Islam, Khairum; Muntaha, Sidratul; Rahman, Omair Bin Abdur; Islam, Rabeya; Arefin, Mohammad Shamsul (Scopus, 22-10-18)
    The emergence of new and improved technological advances created severe problems in the security state of the educational certification system. Throughout this paper, a proposal has been made to improve security. Here, ...
  • A Review on the Impacts of Social Media on the Mental Health 
    Tapu, Md. Abu Bakar Siddiq; Akash, Rashik Shahriar; Fahim, Hafiz Al; Jarin, Tanin Mohammad; Bhuiyan, Touhid; Reza, Ahmed Wasif; Arefin, Mohammad Shamsul (IEEE, 2023-12-20)
    There are numerous effects of social media use on people’s daily lives. Every day we are connected a lot of time with social media. As a result, our brains become unbalanced, and we feel a lot of illness in our bodies. As ...
  • A Sustainable Approach Between Satellite and Traditional Broadband Transmission Technologies Based on Green IT 
    Mukto, Md. Muktadir; Mahmud, Md. Maiyaz Al; Ahmed, Md. Ahsan; Haque, Ikramul; Reza, Ahmed Wasif; Arefin, Mohammad Shamsul (IEEE, 2022-10-21)
    Although satellite internet has low performance in the case of data transmission compared to traditional internet services such as broadband internet networks and cellular networks, it may have a low environmental impact ...
  • A Sustainable Approach to Reduce Power Consumption and Harmful Effects of Cellular Bae Stations 
    Rahman, Md. Ashikur; Asif, Samir; Hossain, Md. Shahtab; Alam, Tawfiqul; Reza, Ahmed Wasif; Arefin, Mohammad Shamsul (IEEE, 2023-10-21)
    Cellular base stations consume a lot of energy since it requires a 24-h continuous power supply which results in an increased operational expenditure (OPEX) and environmental pollution. This OPEX and harmful effects should ...
  • A Sustainable E-waste Management System and Recycling Trade for Bangladesh in Green IT 
    Das, Kawshik; Saha, Sourav; Chowdhury, Shahriar; Reza, Ahmed Wasif; Paul, Sabuj; Arefin, Mohammad Shamsul (IEEE, 2023-10-21)
    E-waste is the electrical waste that we decide not to use anymore or don’t want anymore. The most disappointing thing is that we can hardly recycle only 10% of electronic garbage globally. Now, what about 90% of the waste? ...

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