DIU Faculty Publication: Recent submissions

  • Feature Learning-Based Generative Adversarial Network Data Augmentation for Class-Based Few-Shot Learning 
    Subedi, Bharat; Sathishkumar, V. E.; Maheshwari, V.; Kumar, M. Sandeep; Jayagopal, Prabhu; Allayear, Shaikh Muhammad (Daffodil International University, 2022-07-21)
    As training deep neural networks enough requires a large amount of data, there have been a lot of studies to deal with this problem. Data augmentation techniques are basic solutions to increase training data using existing ...
  • Biogenic Synthesis of Silver Nanoparticles Using Rhazya stricta Extracts and Evaluation of Its Biological Activities 
    Bawazeer, Sami; Rauf, Abdur; Emran, Talha Bin; Aljohani, Abdullah S. M.; Alhumaydhi, Fahad A.; Khan, Zidan; Ahmad, Laiba; Hemeg, Hassan A.; Muhammad, Naveed; Sharma, Rohit; Maalik, Aneela; Khan, Ibrahim (Daffodil International University, 2022-07-21)
    Rhazya stricta is a well-known medicinal plant and source of numerous potential secondary metabolites including steroids, alkaloids, and tannins. R. stricta possesses multimedical applications and used for curing of various ...
  • Deep Learning-Based Networks for Detecting Anomalies in Chest X-Rays 
    Badr, Malek; Al-Otaibi, Shaha; Alturki, Nazik; Abir, Tanvir (Daffodil International University, 2022-07-23)
    X-ray images aid medical professionals in the diagnosis and detection of pathologies. They are critical, for example, in the diagnosis of pneumonia, the detection of masses, and, more recently, the detection of COVID-19-related ...
  • Evaluation of Radiological Health Risks in Popularly Consumed Brands of Sachet Water in Nigeria 
    Aladeniyi, Kehinde; Olowookere, Christopher Jimoh; Khandaker, Mayeen Uddin; Alsufyani, Sultan J. (Daffodil International University, 2022-07-04)
    Radiological investigation of 35 brands of most popularly used sachet drinking water in Ondo state, Nigeria has been carried out using a spectrometric method for evaluating the concomitant health risks to the members of ...
  • Sentiment Analysis of E-commerce Consumer Based on Product Delivery Time Using Machine Learning 
    Hossain, Md. Jahed; Joy, Dabasish Das; Das, Sowmitra; Mustafa, Rashed (Daffodil International University, 2022-02-22)
    In this modern era, e-commerce sites, online selling, and purchasing are at the top of the list. Product quality and delivery time usually divert people’s sentiments about e-commerce. We conducted a sentiment analysis of ...
  • A Comparative Study of Machine Learning Algorithms to Detect Cardiovascular Disease with Feature Selection Method 
    Ali, Md. Jubier; Das, Badhan Chandra; Saha, Suman; Biswas, Al Amin; Chakraborty, Partha (2022-08-22)
    Heart disease is considered one of the calamitous diseases which eventually leads to the death of a human, if not diagnosed earlier. Manually, detecting heart disease needs doing several tests. By analyzing the result of ...
  • Unani Formulation Habb-e-Suranjan 
    Ahemad, Ansari Imtiyaz Ahmed Tufail; Aejazuddin, Qazi Majaz Ahamad; Khan, G. J.; Alsayari, Abdulrhman; Wahab, Shadma; Khan, Sharuk L.; Akter, Noor Jahan; Islam, Md. Rezaul; Roy, Arpita; Islam, Fahadul (Daffodil International University, 2024-01-09)
    Habb-e-Suranjan (HES), an Unani formulation, has been studied for its anti-inflammatory properties in both in vitro and in vivo experiments. HES is recommended for arthritis, gout, and joint pain. The current endeavor is ...
  • Investigating the Impact of Re Consumption on CO2 Emissions 
    Ahmed, Sayed Farrukh; Zayed, Nurul Mohammad; Islam, K. M. Anwarul; Nitsenko, Vitalii (Daffodil International University, 2022-06-29)
    Purpose. To study CO2 emissions through the use of renewable energy (RE) in the countries of the South Asian Association for Regional Co-operation (SAARC) region (Bangladesh, Bhutan, Sri Lanka, India, Pakistan, Afghanistan, ...
  • Non Return to Zero Line Coding With Suppressed Carrier in Fso Transceiver Systems Under Light Rain Conditions 
    Rashed, Ahmed Nabih Zaki; Daher, Malek G.; Ahammad, S. K. Hasane; Montalbo, Francis Jesmar Perez; Sorathiya, Vishal; Asaduzzaman, Sayed; Rehana, Hasin; Zuhayer, Asif (Daffodil International University, 2022-07-20)
    This paper aims to simulate performance efficiency of carrier suppressed non return to zero line coding based FSO transceiver systems under light rain conditions with amplification units at 40 Gbps. The max. Q, BER and ...
  • Convolutional Neural Network Based Partial Face Detection 
    Islam, Md. Towfiqul; Ahmed, Tanzim; Rashid, A.B.M. Raihanur; Islam, Taminul; Rahman, Md. Sadekur; Habib, Md. Tarek (Daffodil International University, 2022-08-01)
    Due to the massive explanation of artificial intelligence, machine learning technology is being used in various areas of our day-to-day life. In the world, there are a lot of scenarios where a simple crime can be prevented ...
  • Analysis of Arrhythmia Classification on ECG Dataset 
    Islam, Taminul; Kundu, Arindom; Ahmed, Tanzim; Khan, Nazmul Islam (Daffodil International University, 2022-08-04)
    The heart is one of the most vital organs in the human body. It supplies blood and nutrients in other parts of the body. Therefore, maintaining a healthy heart is essential. As a heart disorder, arrhythmia is a condition ...
  • MKRF Stacking-Voting 
    Bijoy, Md. Hasan Imam; Pramanik, Anik; Rahman, Md. Sadekur; Hasan, Mehedi; Akhi, Sumiya Alam; Rahman, Md. Mahbubur (Daffodil International University, 2022-07-19)
    Data mining is most efficient when used deliberately to achieve a corporate goal, answer business or research questions, or contribute to a problem-solving solution. Data mining aids in the accurate prediction of outcomes, ...
  • Systems Biology Models To Identify the Influence of SARS-CoV-2 Infections to the Progression of Human Autoimmune Diseases 
    Al-Mustanjid, Md.; Mahmud, S. M. Hasan; Akter, Farzana; Rahman, Md Shazzadur; Hossen, Md Sajid; Rahman, Md Habibur; Moni, Mohammad Ali (Daffodil International University, 2022-08-02)
    Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has been circulating since 2019, and its global dominance is rising. Evidences suggest the respiratory illness SARS-CoV-2 has a sensitive affect on causing organ ...
  • Improving Image Compression with Adjacent Attention and Refinement Block 
    Jeny, Afsana Ahsan; Islam, MD Baharul; Junayed, Masum Shah; Das, Debashish (Daffodil International University, 2022-08-01)
    Recently, learned image compression algorithms have shown incredible performance compared to classic hand-crafted image codecs. Despite its considerable achievements, the fundamental disadvantage is not optimized for ...
  • Machine Learning Approaches to Predict Breast Cancer 
    Islam, Taminul; Kundu, Arindom; Khan, Nazmul Islam; Bonik, Choyon Chandra; Akter, Flora; Islam, Md. Jihadul (Daffodil International University, 2022-06-20)
    Nowadays, Breast cancer has risen to become one of the most prominent causes of death in recent years. Among all malignancies, this is the most frequent and the major cause of death for women globally. Manually diagnosing ...
  • IoT Based Automated Monitoring System for the Measurement of Soil Quality 
    Proshad, Pratoy Kumar; Bajla, Anish; Srijon, Adib; Talukder, Rituparna (Daffodil International University, 2022-01-20)
    Agriculture has long been the principal source of income in our country. However, agriculture is being hampered as a result of people migrating from rural to urban areas. The purpose of the study is to make a device that ...
  • Detection of Heart Arrhythmia on Electrocardiogram using Artificial Neural Networks 
    Badr, Malek; Al-Otaibi, Shaha; Alturki, Nazik; Abir, Tanvir (Daffodil International University, 2022-07-04)
    The electrocardiogram, also known as an electrocardiogram (ECG), is considered to be one of the most significant sources of data regarding the structure and function of the heart. In order to obtain an electrocardiogram, ...
  • Effects of Leadership Styles and Motivational Factors on Worker Engagement 
    Mallibhat, Kaushik; Joshi, Gopalkrishna; M., Kaushik; Bhadargade, Sita L. (Daffodil International University, 2022-07-20)
    This study inspects the effects of motivational factors (intrinsic and extrinsic) and leadership styles (transformational and transactional) on worker engagement in the ready-made garments industry of Bangladesh. The paper ...
  • Accentuating the Interconnection Between Green Intellectual Capital, Green Human Resource Management and Sustainability 
    Yong, Jing Yi; Yusliza, Mohd Yusoff; Ramayah, T.; Farooq, Khalid; Tanveer, Muhammad Imran (Daffodil International University, 2022-07-02)
    Purpose The study aims to investigate the relationships between green intellectual capital, green human resource management (HRM), and sustainability. Design/methodology/approach The research is based on information ...
  • A Numerical Analogy of Improving Efficiency for the PVT System in Bangladesh 
    Zohora, F. T.; Nasrin, R. (Daffodil International University, 2022-08-02)
    Mathematical modeling of a three-dimensional PVT system is considered and solved using the FEM. Numerical simulation is applied to explore the influence of solar irradiance on the thermal energy, electrical power, and total ...

Search DSpace


Browse

My Account