DIU Institutional Repository: Recent submissions

  • Feature Engineering for Students Academic Performance and Reignition using Machine Learning and Deep Learning 
    Ahammad, Md. Saymon; Sinthia, Sadia Akter (Daffodil International University, 2024-07-24)
    The research titled “Feature Engineering for Students Academic Performance and Reignition Using Machine Learning and Deep Learning” highlights the transformative potential of modern computational methods in strengthening ...
  • Skin diseases detection using deep learning techniques with web application 
    Zaman, Fariha (Daffodil International University, 2024-07-24)
    A widely recognized paradigm exists for imaging purposes in the identification of skin disorders. In recent years, many medical professionals, including physicians, use CAD to assist them more accurately detect a range ...
  • Regional accent classification in Bangladesh: 
    Salman; Afridi, Shahed (Daffodil International University, 2024-07-01)
    Research on the recognition of regional accents in spoken language helps preserve regional dialects and increases the accessibility of technology to speakers of such languages. We provide our work on spoken data ...
  • Stress and Anxiety early Detection with Machine Learning Approach using Survey Data 
    Ghosh, Bandhan (Daffodil International University, 2024-07-24)
    Stress and anxiety can have profound impacts on an individual's mental and physical well-being, making their early detection crucial for timely intervention and support. This study investigates the application of machine ...
  • Deep learning-based skin disease detection 
    Hossain, Rahid (Daffodil International University, 2024-07-24)
    Skin diseases are more common than other disease in Bangladesh. Skin diseases may be caused by fungal infection, bacteria, hot weather, allergy, or viruses, etc. The thesis paper on skin disease detection focuses on the ...
  • License plate detection using a deep transfer learning approach 
    Emon, Md Faisal Habib (Daffodil International University, 2024-07-24)
    License plate detection in Bangladesh poses unique challenges due to the diverse designs, fonts, and variations in plate structures. This study provides a comprehensive overview of recent advancements in License plate ...
  • Predict Cardiovascular Disease Using Machine Learning Techniques 
    Jahan, Esrat (Daffodil International University, 2024-07-24)
    The declaration emphasizes the increasing prevalence of physical illnesses, especially cardiovascular disease, and the demand for efficient methods to forecast the illness and increase early detection. The utilization ...
  • Efficient Power Grid Prediction System for Optimized Energy Management Using Machine Learning 
    Md. Shafin, Nasim; Chowdhury, Shishir (2024-07-24)
    Ensuring sustainable and efficient power distribution is a tough challenge for the energy sector, especially in emerging nations such as Bangladesh. "Efficient Power Grid Prediction System for Optimized Energy Management ...
  • Hungry Haste: design and development of a web based application 
    Unknown author (Daffodil International University, 2024-07-24)
    The Food Sharing Platform is an innovative online tool created to promote a thriving culinary community where people can effortlessly share their beloved specialties. Food lovers and amateur cooks are continuously looking ...
  • Computer vision based traffic monitoring system 
    Enamul Huq, Md; Mollah, Shihab (Daffodil International University, 2024-07-24)
    This research paper explores the application of OpenCV (Open-Source Computer Vision) technology in the field of traffic management. With the increasing number of vehicles on roads worldwide, efficient traffic management ...
  • Intelligence for Deepfake Detection: An Experimental Measure to Combat Rising Cyber Threat 
    Islam, Md. Raisul; Rakib, Md. Aminul Islam (Daffodil International University, 2024-07-24)
    Deepfake detection technology primarily combines artificial intelligence and machine learning, including deep learning techniques such as Multi-layer Perceptrons (MLP), Convolutional Neural Networks (CNN), and EfficientNet ...
  • The Efficacy of Machine Learning Models in Lung Cancer Risk Prediction with Explainability 
    Pathan, Refat Khan; Shorna, Israt Jahan; Hossain, Md. Sayem; Khandaker, Mayeen Uddin; Almohammed, Huda I.; Hamd, ,Zuhal Y. (MDPI, 2024-09-12)
    Among many types of cancers, to date, lung cancer remains one of the deadliest cancers around the world. Many researchers, scientists, doctors, and people from other fields continuously contribute to this subject regarding ...
  • Unmasking Banking Fraud: Unleashing the Power of Machine Learning and Explainable AI (XAI) on Imbalanced Data 
    Nobel, S. M. Nuruzzaman; Sultana, Shirin; Singha, Sondip Poul; Chaki, Sudipto; Mahi, Md. Julkar Nayeen; Jan, Tony; Barros, Alistair; Whaiduzzaman, Md (MDPI, 2024-05-23)
    Recognizing fraudulent activity in the banking system is essential due to the significant risks involved. When fraudulent transactions are vastly outnumbered by non-fraudulent ones, dealing with imbalanced datasets can be ...
  • Effective Biotic Elicitors for Augmentation of Secondary Metabolite Production in Medicinal Plants 
    Jain, Divya; Bisht, Shiwali; Parvez, Anwar; Kuldeep, Singh; Bhaskar, Pranav; Koubouris, Georgios (MDPI, 2024-05-22)
    Plants are an essential component of our daily diet, and their nutritional value has been thoroughly studied for many years. The ability of plants to adapt to changing environmental conditions through signaling systems is ...
  • Mycobacterium Tuberculosis : A New Hitchhiker in the Etiopathogenesis of Periodontitis 
    Sundaram, Arun Sundar Mohana; Gohil, Namra Vinay; Etekochay, Maudlyn O.; Patel, Premalkumar; Gurajala, Swathi; Sathanantham, Shanmugarajan Thukani; Nsengiyumva, Mugisha; Kumar, Santosh; Emran, Talha Bin (Wolters Kluwer Health, 2024-01-17)
    Periodontitis, a chronic inflammatory disease of the gums affects both the ligament and alveolar bone. A severe form of periodontal disease affects a strikingly high number of one billion adults globally. The disease ...
  • Radiated Power from Mobile Base Stations and the Level of Awareness of Residents Living Close to it 
    Bello, Aisha A.; Onyoku, Grace O.; Usman, Rilwan; Otto, Muhammed Sani; El-Taher, Atef (2024-06-15)
    Low-frequency non-ionizing Electromagnetic Radiation (EMR) emanates from antennas in Mobile Base Stations (MBS). There is a general concern that living close to a Mobile Base Station (MBS) could be associated with health ...
  • Control Variables: A Review and Proposed Guidelines 
    Ananda, Tamana; Chatrath, Sarvjeet Kaur; Ramachandran, Jayalakshmy; Batrad, Gurdip; Daleb, Naomi F.; Tzee, Hong Kay; Bansalf, Rama; Govindakrishnang, Dhanya (Sarawak Research Society (SRS), 2024-06-15)
    Although the considerable body of research on control variables offers best practice recommendations, there are still shortcomings in their application in published research papers. Consequently, a significant proportion ...
  • Biological Assessment, GC-MS Analysis, and Molecular Docking Investigation on the Neuropharmacological, Anti-Diarrhoeal, and Cytotoxic Properties of Ficus semicordata Fruits 
    Mukit, Muhammad Abdul; Fahad, Fowzul Islam; Tayab, Mohammed Abu; Azad, Jahid Hasan; Ullah, Md. Ahsan; Islam, Mohammad Nazmul; Sayeed, Mohammed Aktar; Uddin, Md. Zia; Al-Mazroua, Haneen A.; Ahmad, Sheikh F.; Barua, Rashu; Emran, Talha Bin (Biolife Sas., 2024-06-01)
    Background: Ficus semicordata Buch. is a well-known ethnomedicinal plant that is used to treat various ailments such as colic pain, urogenital difficulties, gastrointestinal disorders, visceral blockage, leprosy, jaundice, ...
  • Green Surgery: To Reduce Carbon Footprint 
    Chopra, Hitesh; Baig, Atif A.; Chopra, Shivani; Dhama, Kuldeep; Emran, Talha B. (Wolters Kluwer Health, 2024-06-10)
    Environmental, economic, and ethical considerations have come together to make green surgery a need in hospitals. Because of their operations, healthcare institutions have the potential to significantly impact the environment ...
  • Intrinsic Tenase Blood Biomarker Imprinted Polymer-aptasensor With Carbon Nanohorn and Gold Nano-urchin Construct for Primitive-phase Diagnosis of Haemophilia B 
    Krishnan, Hemavathi; Gopinath, Subash C.B.; Anbu, Periasamy; Subramaniam, Sreeramanan (Elsevier, 2024-06-15)
    The selective biomimetic aptasensor for blood coagulation factor IX protein (FIX) detection was developed using an interdigitated electrode with an Archimedean spiral pattern. In contrast to conventional molecularly imprinted ...

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