DIU Faculty Publication: Recent submissions

  • Simulating Using Deep Learning The World Trade Forecasting of Export-Import Exchange Rate Convergence Factor During COVID-19 
    Lucky, Effat Ara Easmin; Sany, Md. Mahadi Hasan; Keya, Mumenunnesa; Rahaman, Md. Moshiur; Happy, Umme Habiba; Khushbu, Sharun Akter; Hasan, Md. Arid (Daffodil International University, 2022-04-20)
    By trade we usually mean the exchange of goods between states and countries. International trade acts as a barometer of the economic prosperity index and every country is overly dependent on resources, so international ...
  • Diagnosis of Retinal Diseases Based on Bayesian Optimization Deep Learning Network Using Optical Coherence Tomography Images 
    Subramanian, Malliga; Kumar, M. Sandeep; Sathishkumar, V. E.; Prabhu, Jayagopal; Karthick, Alagar; Ganesh, S. Sankar; Meem, Mahseena Akter (Daffodil International University, 2022-04-15)
    Retinal abnormalities have emerged as a serious public health concern in recent years and can manifest gradually and without warning. These diseases can affect any part of the retina, causing vision impairment and indeed ...
  • In Vivo Anti-Inflammatory, Analgesic, Muscle Relaxant, and Sedative Activities of Extracts from Syzygium cumini (L.) Skeels in Mice 
    Rauf, Abdur; Al-Awthan, Yahya S.; Khan, Imtaiz Ali; Muhammad, Naveed; Shah, Syed Uzair Ali; Bahattab, Omar; Al-Duais, Mohammed A.; Sharma, Rohit; Rahman, Md. Mominur (Daffodil International University, 2022-04-11)
    In the current study, the folklore medicine, Syzygium cumini, was experimentally evaluated for anti-inflammatory, analgesic, sedative, and muscle relaxant effects. The extract and fractions of S. cumini were found safe up ...
  • A Comparative Analysis of Food Habit and Nutrition on Food in Bangladesh Using Machine Learning 
    Ahmed, Md. Tofael; Ferdaous, Jannatul; Kamruzzaman, Md.; Khatun, Mst. Eshita (Daffodil International University, 2022-04-18)
    Day by day, humans change their way of life. Eating habits are one of them. This research mainly focuses on the eating food habits and nutritional status of the people in Bangladesh. For a healthy and beautiful nation, ...
  • Sentiment Analysis from User-Generated Reviews of Ride-Sharing Mobile Applications 
    Mahmud, Md. Shihab; Bonny, Afrin Jaman; Saha, Uchchhwas; Jahan, Mehrin; Tuna, Zannatul Ferdhoush; Marouf, Ahmed Al (Daffodil International University, 2022-04-15)
    Smartphone applications play an increasingly significant part in our everyday lives, and their use has skyrocketed. The Google Play Store is a well-known plat-form through which one may obtain various Android applications ...
  • A Promising Prediction of Diabetes Using a Deep Learning Approach 
    Shakil, Rashiduzzaman; Akter, Bonna; Faisal, Fahad; Chowdhury, Tahmid Rashik; Roy, Tonmoy; Khater, Ankit (Daffodil International University, 2022-01-06)
    Diabetes is a collection of metabolic illnesses caused by a persistently high blood sugar level. If a reliable estimation is achievable, diabetes risk factors and severity can be reduced. In diabetes datasets, consistent ...
  • A Comparative Analysis of SMS Spam Detection employing Machine Learning Methods 
    Aliza, Humaira Yasmin; Nagary, Kazi Aahala; Ahmed, Eshtiak; Puspita, Kazi Mumtahina; Rimi, Khadiza Akter; Khater, Ankit; Faisal, Fahad (Daffodil International University, 2022-04-13)
    In recent times, the increment of mobile phone usage has resulted in a huge number of spam messages. Spammers continuously apply more and more new tricks that cause managing or preventing spam messages a challenging task. ...
  • Acceptance of E-Learning Among University Students During Covid-19 Crisis 
    Tamal, Maruf Ahmed; Sarker, Md Fouad Hossain; Islam, Md Kabirul; Hossain, Mohamed Emran (Daffodil International University, 2022-05-20)
    COVID-19 pandemic has dramatically transformed the global education system to a great extent. In a short period, e-learning has been adopted globally as an al-ternative teaching-learning medium. However, this sudden ...
  • Groundwater Contamination and Health Risk Evaluation of Naturally Occurring Potential Toxic Metals of Hatiya Island, Bangladesh 
    Rahman, Mahfuzur; Khan, Md. Sadril Islam; Hossain, Mohammad Sabbir; Hossain, Md. Imam Shohel; Hasan, Mahmudul; Hamli, Hadi; Mustafa, M. Golam (Daffodil International University, 2022-04-20)
    Groundwater meets the majority portion of drinking water needs, particularly in the rural area of Bangladesh. Groundwater has been continuously contaminated by potentially harmful metals as a result of natural processes ...
  • Flexible Screen-Printed Amperometric Sensors Functionalized with Spray-Coated Carbon Nanotubes and Electrodeposited Cu Nanoclusters for Nitrate Detection 
    Inam, A K M Sarwar; Angeli, Martina Aurora Costa; Shkodra, Bajramshahe; Douaki, Ali; Avancini, Enrico; Magagnin, Luca; Petti, Luisa; Lugli, Paolo (Daffodil International University, 2022-04-15)
    In this work, we present a novel, sensitive, easy-to-fabricate, flexible amperometric sensor constituted by screen-printed silver (Ag) electrodes functionalized with a copper (Cu) film electrodeposited on top of a spray ...
  • A Dynamic Study on Energy Forecasts and The Potential of Renewable Energy Sources 
    Noman, S. M.; Salehin, Imrus; Hasan, Mohammad Mahedy; Islam, Baki-Ul-; Haque, Obaidul; Haque, Ifranul (Daffodil International University, 2022-05-21)
    With developing countries, energy demand has been rapid over the years. Bangladesh contributes just 5% of the entire energy ratio in a proportion of renewable energy, and desire to 10% of the year 2025. Bangladesh is based ...
  • Osteoblastic Cell Responses of Copper Nanoparticle Coatings on Ti-6Al-7Nb Alloy Using Electrophoretic Deposition Method 
    Hameed, Hanan Ali; Hasan, Haider Ali; Luddin, Norhayati; Husein, Adam; Ariffin, Azirrawani; Khursheed, Mohammad; Alam, Mohammad Khursheed (Daffodil International University, 2022-04-19)
    Aim: To investigate and compare the cell cytotoxicity, proliferation, cell attachment, and morphology of human fetal osteoblasts (hFOB) cells of coated samples (titanium nanocopper (Ti Cu), titanium nanohydroxyapatite (Ti ...
  • Bearing Fault Detection based on Internet of Things using Convolutional Neural Network 
    Chakraborty, Sovon; Shamrat, F. M. Javed Mehedi; Ahammad, Rasel; Billah, Md. Masum; Kabir, Moumita; Hosen, Md Rabbani (Daffodil International University, 2022-04-04)
    In the age of the industrial revolution, industry and machinery are elements of the utmost importance to the development of human civilization. As industries are dependent on their machines, regular maintenance of these ...
  • Discovering Common Pathophysiological Processes Between COVID-19 and Cystic Fibrosis by Differential Gene Expression Pattern Analysis 
    Hasan, Md. Tanvir; Abdulrazak, Lway Faisal; Alam, Mohammad Khursheed; Islam, Md. Rezwan; Sathi, Yeasmin Hena; Al-Zahrani, Fahad Ahmed; Ahmed, Kawsar; Bui, Francis M.; Moni, Mohammad Ali (Daffodil International University, 2022-04-29)
    Coronaviruses are a family of viruses that infect mammals and birds. Coronaviruses cause infections of the respiratory system in humans, which can be minor or fatal. A comparative transcriptomic analysis has been performed ...
  • Factors Affecting Bim Implementation 
    . Al-Mohammad, Mohammad S; Haron, Ahmad Tarmizi; Esa, Muneera; Aloko, Mohammad Numan; Alhammadi, Yasir; Anandh, K.S.; Rahman, Rahimi A. (Daffodil International University, 2022-04-26)
    Purpose This study aims to empirically analyze the symmetries and asymmetries among the critical factors affecting building information modeling (BIM) implementation between countries with different income levels. To ...
  • Pharmacological Potential of Avicennia alba Leaf Extract 
    Mitra, Saikat; Islam, Fahadul; Das, Rajib; Urmee, Humaira; Akter, Aklima; Idris, Abubakr M.; Khandaker, Mayeen Uddin; Almikhlafi, Mohannad A.; Sharma, Rohit; Emran, Talha Bin (Daffodil International University, 2022-05-06)
    Avicennia alba is a mangrove plant that is extensively used to treat severe health issues. This focus of this study was to investigate the antidiabetic, anti-inflammatory, analgesic, and antidiarrheal activities of methanolic ...
  • The Impact of Financial Development on Accelerating the Environmental Degradation in Bangladesh 
    Chowdhury, S.; Rahman, M.; Zayed, N. M.; Hasan, K. B. M. Rajibul; Nitsenko, V. (Daffodil International University, 2022-05-20)
    Purpose. To examine long-run and short-run eff ects of industrial fi nancial development on carbon emissions in Bangladesh. Methodology. The auto-regressive distributed lag model was implemented on the data collected from ...
  • Prediction of Heart Diseases Using Machine Learning Approaches 
    Ahmad, Ahmad Ayid; Polat, Huseyin (Daffodil International University, 2022-07-17)
    Now days, we can see the number of heart disease cases increasing highly. Especially old people affected by this. It is so much concerning for the world. We thought about this kind of disease that how we could predict this ...
  • Sentiment Analysis of User-Generated Reviews of Women Safety Mobile Applications 
    Mahmud, Md. Shihab; Bonny, Afrin Jaman; Saha, Uchchhwas; Jahan, Mehrin; Tuna, Zannatul Ferdhoush; Marouf, Ahmed Al (Daffodil International University, 2022-04-15)
    Google play store is an application store from where people get various kinds of applications for android certified devices which makes life a lot easier and faster through the diverse functionalities the apps contain. ...
  • Role of Antimicrobial Drug in the Development of Potential Therapeutics 
    Mayegowda, Shilpa Borehalli; NG, Manjula; Alghamdi, Saad; Atwah, Banan; Alhindi, Zain; Islam, Fahadul (Daffodil International University, 2022-05-05)
    Population of the world run into several health-related emergencies among mankind and humans as it creates a challenge for the evolution of novel drug discoveries. One such can be the emergence of multidrug-resistant (MDR) ...

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