Articles: Recent submissions

  • A Deep Learning Approach for Bengali News Headline Categorization 
    Bandan, Sheikh Sadi; Sunve, Sabid Ahmed; Romel, Shaklian Mostak (IEEE, 2023-08-08)
    A huge amount of information and data is now available in seconds through the internet. Due to the availability of internet in the world, as the amount of online news is increasing on the one hand, people are interested ...
  • A Data-Driven Approach to Forecasting Bangladesh Next-Generation Economy 
    Shohug, Md. Mahfuj Hasan; Bitto, Abu Kowshir; Rubi, Maksuda Akter; Bijoy, Md. Hasan Imam; Rahaman, Ashikur (Springer, 2023-05-16)
    Bangladesh is the most populous country on the planet. We recognized Bangladesh as an independent sovereign country, yet despite its large population, Bangladesh lags far behind the world’s wealthiest nations. In the ...
  • A Critical Review on the Potency of Phytoconstituents in the Management of COVID-19 
    Raman, Kannan; Rajagopal, Kalirajan; Swaminathan, Gomathi; Jupudi, Srikanth; Dhama, Kuldeep; Barua, Rashu; Emran, Talha Bin; Osman, Hamid; Khandaker, Mayeen Uddin (JPAM, 2023-09-02)
    Natural products and their derivatives have traditionally been used as a source of therapeutic agents. Their beneficial properties are due to large varieties in their chemical structures and biochemical actions. The discovery ...
  • A Convolutional Neural Network Based Potato Leaf Diseases Detection Using Sequential Model 
    Bonik, Choyon Chandra; Akter, Flora; Rashid, Md. Harunur; Sattar, Abdus (IEEE, 2023-04-03)
    One of Bangladesh’s primary agricultural products is the potato. In recent decades, Bangladesh has seen a surge in the popularity of potato farms. Nonetheless, farmer’s expenses in potato production are rising as a result ...
  • A Convolutional Neural Network Based Classification Approach for Breast Cancer Detection 
    Rashid, Md Harun Or; Shahriyar, S. M.; Shamrat, F M Javed Mehedi; Mahbub, Tanzil; Tasnim, Zarrin; Ahmed, Md Zunayed (IEEE, 2023-05-24)
    Thousands of women worldwide are diagnosed with breast cancer yearly, which may be fatal if not treated. The diagnosis of the condition may take years, by which time the patient has little choice except to have the affected ...
  • A Computer-Aided Diagnostic System to Identify Diabetic Retinopathy, Utilizing a Modified Compact Convolutional Transformer and Low-Resolution Images to Reduce Computation Time 
    Khan, Inam Ullah; Raiaan, Mohaimenul Azam Khan; Fatema, Kaniz; Azam, Sami; Rashid, Rafi Ur; Mukta, Saddam Hossain; Jonkman, Mirjam; Boer, Friso De (MDPI, 2023-05-28)
    Diabetic retinopathy (DR) is the foremost cause of blindness in people with diabetes worldwide, and early diagnosis is essential for effective treatment. Unfortunately, the present DR screening method requires the skill ...
  • A Computer Vision-Based Approach for Accurate Fire Image Classification 
    Rahman, Fahim Ur; Chowdhury, Fabia; Ahamed, Md. Sazzadur (Institute of Electrical and Electronics Engineers Inc., 2023-12-13)
    Destructive elements like fire quickly affect us with detrimental effects and to prevent their devastating damages, some preventive measures need to be taken immediately. As a large number of live are claimed due to ...
  • A Comprehensive Study of Sentiment Analysis on Covid19 Vaccine using ML and DL Based on Social Media Reaction of Bangladeshi People 
    Ahamed, Shafin; Hadi, Hanzala Ahamed; Ali, Md. Ahad; Pervej, Md.; Mamun, Md. Shariar (Scopus, 2023-03-01)
    Recently world is passing through a deadly pandemic called COVID-19. A global pandemic that was introduced or some say produced first in Wuhan, CHINA, and within some months spread around the world creating chaos in people's ...
  • A Comprehensive Study of DCNN Algorithms-based Transfer Learning for Human Eye Cataract Detection 
    Jidan, Omar Jilani; Paul, Susmoy; Roy, Anirban; Khushbu, Sharun Akter; Islam, Mirajul; Badhon, S.M. Saiful Islam (IJACSA, 2023-06-01)
    This study presents a comparative analysis of different deep convolutional neural network (DCNN) architectures, including VGG19, NASNet, ResNet50, and MobileNetV2, with and without data augmentation, for the automatic ...
  • A Comprehensive Roadmap on Bangla Text-Based Sentiment Analysis 
    Shammi, Shumaiya Akter; Das, Sajal; Chakraborty, Narayan Ranjan; Banshal, Sumit Kumar; Nath, Nishu (Springer, 2022-09-20)
    The effortless expansion of Internet access has eventually transformed the dissemination behavior toward E-Mode. Thus, the usage of online or, more specifically, “Digital” texts has expanded abruptly. “Bangla,” the seventh ...
  • A Comprehensive Review on Neuroendocrine Neoplasms 
    Sultana, Qamar; Kar, Jill; Verma, Amogh; Sanghvi, Shreya; Kaka, Nirja; Patel, Neil; Sethi, Yashendra; Chopra, Hitesh; Kamal, Mohammad Amjad; Greig, Nigel H. (MDPI, 2023-08-05)
    Neuroendocrine neoplasms (NENs) are a group of heterogeneous tumors with neuroen- docrine differentiation that can arise from any organ. They account for 2% of all malignancies in the United States. A significant proportion ...
  • A Comprehensive Review on Family Budget Management 
    Unknown author (Springer, 2023-11)
    In the modern economic era, households have become one of the most significant corporate entities, and personal finances are essential management-related topics. Effective management of personal finances at a family level ...
  • 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 Review of the Pharmacological Importance of Dietary Flavonoids as Hepatoprotective Agents 
    Mazumder, Avijit; Sharma, Ashwani; Azad, Md. A. K. (HINDAWI, 2023-04-21)
    The liver is a crucial organ that is involved in various kinds of metabolic activity and a very stable accessory gland for the digestive system. Long-term or persistent inflammation and oxidative stress due to any reasons ...
  • A Comprehensive Review of the Current Progress of Chromium Removal Methods from Aqueous Solution 
    Islam, Md. Monjurul; Mohana, Anika Amir; Rahman, Md. Aminur; Rahman, Mahbubur; Rahman, Mohammad Mahmudur (MDPI, 2023-03-08)
    Chromium (Cr) exists in aqueous solution as trivalent (Cr3+) and hexavalent (Cr6+) forms. Cr3+ is an essential trace element while Cr6+ is a dangerous and carcinogenic element, which is of great concern globally due to its ...
  • 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 Comparative Study for Measuring the Quality of Dhaka City Transportation System 
    Rejuan, Md Arifur Rahman; Bandan, Sheikh Sadi; Rakib, Md. Abdur; Assaduzzaman, Md (IEEE, 2023-09-01)
    Dhaka is the capital of Bangladesh and one of the most populous countries in the world. The population of Dhaka has grown at a huge rate in the last few decades and is expected to grow similarly in the coming decades. As ...
  • A CNN-Based Novel Approach for the Detection of Compound Bangla Handwritten Characters 
    Ahmed, Sheikh Shamshad; Mim, Afrin Akter; Saha, Dipto; Nahar, Kamrun; Nahid, Md. Aynul Hasan (IEEE, 2023-05-26)
    The identification of handwritten characters has been a major focus of research, owing to the ease of use and improved language comprehension provided by technological advancements. In this study, we present a model for ...
  • A BrainNet (BrN) based New Approach to Classify Brain Stroke from CT Scan Images 
    Tripura, Dhonita; Haque, Imdadul; Dutta, Mithun; Dev, Shaikat; Jahan, Tanjila; Ghosh, Shomitro Kumar; Islam, Md. Ashiqul (IEEE, 2023-06-09)
    Worldwide, brain stroke is known as the 2nd leading cause of death, and based on Indian history, three people have suffered every minute. There are mainly two different types of brain stroke: ischemic stroke and Hemorrhagic ...
  • A Bengali Word Identification and Verification Using Machine Learning Approach 
    Hasan, Shakibul; Nadif, Mohammad Abu; Rahman, Nasim Bin; Rana, Masud (IEEE, 2023-05-15)
    The research project is mainly based on image classification. We also showed a path to Optical Character Recognition. Optical Character Recognition (OCR) is basically a technology which can change over a computerized image ...

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