DIU Faculty Publication: Recent submissions

  • An Approach for Demand Forecasting in Steel Industries Using Ensemble Learning 
    Raju, S. M. Taslim Uddin; Sarker, Amlan; Islam, Md. Milon; Al-Rakhami, Mabrook S.; Al-Amri, Atif M.; Mohiuddin, Tasniah; Albogamy, Fahad R. (Daffodil International University, 2022-02-25)
    This paper aims to introduce a robust framework for forecasting demand, including data preprocessing, data transformation and standardization, feature selection, cross-validation, and regression ensemble framework. Bagging ...
  • Enhancing Teaching and Learning through Peer Observation 
    Katal, Avita; Singh, Vijay K.; Choudhury, Tanupriya; Imran, Faisal (Daffodil International University, 2022-02-15)
    Peer observation demands the teaching community to observe each other’s teaching practice followed in classrooms and to learn from it. It focuses on individual requirements and learning by receiving and providing constructive ...
  • Nanomaterials: A Promising Therapeutic Approach for Cardiovascular Diseases 
    Chopra, Hitesh; Bibi, Shabana; Mishra, Awdhesh Kumar; Tirth, Vineet; Yerramsetty, Sree Vandana; Murali, Sree Varshini; Ahmad, Syed Umair; Mohanta, Yugal Kishore; Attia, Mohamed S.; Algahtani, Ali; Islam, Fahadul; Hayee, Abdul; Islam, Saiful; Baig, Atif Amin; Emran, Talha Bin (Daffodil International University, 2022-02-13)
    Cardiovascular diseases (CVDs) are a primary cause of death globally. A few classic and hybrid treatments exist to treat CVDs. However, they lack in both safety and effectiveness. Thus, innovative nanomaterials for disease ...
  • Emerging Trends in the Delivery of Resveratrol by Nanostructures 
    Chopra, Hitesh; Bibi, Shabana; Islam, Fahadul; Ahmad, Syed Umair; Olawale, Oluwaseyi Abraham; Alhumaydh, Fahad A.; Marzouki, Riadh; Baig, Atif Amin; Emran, Talha Bin (Daffodil International University, 2022-03-08)
    Resveratrol (RES) is a stilbene group of natural polyphenolic compounds in trees, peanuts, and grapes. RES is revealed with anticancer, antioxidant, anti-inflammatory, and cardioprotective effects. Though it is proven with ...
  • COVID-19 Pandemic: Addressing Vaccine Hesitancy Based on Gender 
    Sultana, Sharmin; Muhammad, Faisal; Chowdhury, ABM Alauddin (Daffodil International University, 2022-01-04)
    A COVID-19 vaccine is intended to provide acquired immunity against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the virus causing COVID-19. Unfortunately, COVID-19 vaccination programs face an extreme ...
  • Validating the Staff Satisfaction Index and the Happy Career for In-Service Firefighters 
    Ismail, Rosnah; Mohammad, Nor Hisham; Asbar, Ashrul Riezal; Ghani, Ismail Abdul; Ramayah, T. (Daffodil International University, 2022-03-08)
    This study aims at validating the Staff Satisfaction Index (SSI) and the Happy Career (HC) scale for in-service firefighters. The SSI consists of two dimensions, namely, protection against hazards at work and welfare, with ...
  • Assessment of Potential Benefits of Functional Food Characteristics of Beetroot Energy Drink and Flavored Milk 
    Ashraf, Seema; Sayeed, Syed Asad; Ali, Rashida; Vohra, Fahim; Ahmed, Naseer; Alam, Mohammad Khursheed (Daffodil International University, 2022-03-15)
    Objective. This study was designed to determine the antioxidant activity of the extracts of beetroot by using beetroot energy drink and flavored milk (products). Material & Methods. This experimental trial was conducted ...
  • A Machine Learning Approach to Detect the Brain Stroke Disease 
    Akter, Bonna; Rajbongshi, Aditya; Sazzad, Sadia; Shakil, Rashiduzzaman; Biswas, Jahanur; Sara, Umme (Daffodil International University, 2022-03-15)
    The brain, which comprises the cerebrum, cere-bellum, and brainstem and is covered by the skull, is a very complex and intriguing organ in the human body. Stroke is the world's second-leading cause of mortality; as a result, ...
  • A Proposed Bi-LSTM Method to Fake News Detection 
    Islam, Taminul; Hosen, MD Alamin; Mony, Akhi; Hasan, MD Touhid; Jahan, Israt; Kundu, Arindom (Daffodil International University, 2022-04-22)
    Recent years have seen an explosion in social media usage, allowing people to connect with others. Since the appearance of platforms such as Facebook and Twitter, such platforms influence how we speak, think, and behave. ...
  • Pothole Detection Using Optical Camera Communication 
    Ali, Md. Osman; Jahan, Israt; Mofidul, Raihan Bin; Jang, Yeong Min (Daffodil International University, 2022-03-22)
    Optical camera communication (OCC) is a potential candidate for the commercial deployment of vehicular commu- nication. Recently, researchers have focused on the development of an OCC-based advanced driver assistance ...
  • Nexus of Stakeholder Integration, Green Investment, Green Technology Adoption and Environmental Sustainability Practices 
    Hossain, Mohammad Imtiaz; Ong, Tze San; Teh, Boon Heng; Said, Ridzwana Mohd; Siow, May Ling (Daffodil International University, 2022-03-10)
    This study investigates the sway of stakeholder integration and green investment on Environmental Sustainability Practices (ESP), as well as the moderating role of Green Technology Adoption (GTA) in Bangladesh Textile small ...
  • Neuropharmacological and Antidiabetic Potential of Lannea coromandelica (Houtt.) Merr. Leaves Extract 
    Islam, Fahadul; Mitra, Saikat; Nafady, Mohamed H.; Rahman, Mohammad Tauhidur; Tirth, Vineet; Akter, Aklima; Emran, Talha Bin; Mohamed, Amany Abdel-Rahman; Algahtani, Ali; El-Kholy, Sanad S. (Daffodil International University, 2022-03-28)
    The present study examines the neuropharmacological and antidiabetic properties of methanol leaves extract of Lannea coromandelica in animal models. This study is carried out by elevated plus-maze apparatus, motor coordination, ...
  • Multifunctional Therapeutic Approach of Nanomedicines against Inflammation in Cancer and Aging 
    Rahman, Md. Mominur; Islam, Fahadul; Mim, Sadia Afsana; Khan, Md. Shajib; Islam, Md. Rezaul; Haque, Md. Anamul; Mitra, Saikat; Emran, Talha Bin; Rauf, Abdur (Daffodil International University, 2022-03-21)
    Cancer is a fatal disorder that affects people across the globe, yet existing therapeutics are ineffective. The development of submicrometer transport for optimizing the biodistribution of systemically provided medications ...
  • Capable of Classifying the Tuples With Wireless Attacks Detection Using Machine Learning 
    Islam, Tariqul; Allayear, Shaikh Muhammad (Daffodil International University, 2023-03-22)
    A wireless attack is a malicious action against wireless systems and wireless networks. In the last decade of years, wireless attacks are increasing day by day and it is now a very big problem for modern wireless communication ...
  • An Insight into Pathway and Health Risk Assessment of Toxic Metals in Herbal Medicine 
    Zamir, Rausan; Islam, Nazmul; -E-Zahan, Kudrat; Asraf, Ali; Zakaria, Choudhury M. (Daffodil International University, 2022-03-23)
    Introduction. Along with and in competition with orthodox medicines, herbal medicines have converted into a popular form of cure. While cumulative investigation reports on adverse effects by herbal drug uptake are few, ...
  • Green Synthesis of Gold and Silver Nanoparticles Using Opuntia Dillenii Aqueous Extracts 
    Ahmed, Anees; Rauf, Abdur; Hemeg, Hassan A.; Qureshi, Muhammad Nasimullah; Sharma, Rohit; Aljohani, Abdullah S. M.; Alhumaydhi, Fahad A.; Khan, Ibrahim; Alam, Amir; Rahman, Md. Mominur (Daffodil International University, 2022-03-26)
    In the present study, gold (Au) and silver (Ag) nanoparticles (NPs) were synthesized from aqueous extracts of Opuntia dillenii, characterized by various advanced techniques and investigated for antibacterial and antifungal ...
  • Bioactive Compounds and Their Derivatives 
    Islam, Fahadul; Khadija, Jannatul Fardous; Rashid, Md. Harun-Or-; Rahaman, Md. Saidur; Nafady, Mohamed H.; Islam, Md. Rezaul; Akter, Aklima; Emran, Talha Bin; Wilairatana, Polrat; Mubarak, Mohammad S. (Daffodil International University, 2022-04-11)
    Alzheimer’s disease (AD) is a common neurodegenerative brain disorder that causes cellular response alterations, such as impaired cholinergic mechanism, amyloid-beta (Aβ) AD aggregation, neuroinflammation, and several other ...
  • Brain Tumor Auto-Segmentation on Multimodal Imaging Modalities Using Deep Neural Network 
    Hossain, Elias; Hossain, Md. Shazzad; Hossain, Md. Selim; Jannat, Sabila Al; Huda, Moontahina; Alsharif, Sameer; Faragallah, Osama S.; Eid, Mahmoud M. A.; Rashed, Ahmed Nabih Zaki (Daffodil International University, 2022-02-16)
    Due to the difficulties of brain tumor segmentation, this paper proposes a strategy for extracting brain tumors from three-dimensional Magnetic Resonance Image (MRI) and Computed Tomography (CT) scans utilizing 3D U-Net ...
  • Malabar Nightshade Disease Detection Using Deep Learning Technique 
    Haque, Imdadul; Mojumdar, Mayen Uddin; Chakraborty, Mr. Narayan Ranjan; Rana, Md. Suhel; Siddiquee, Mr. Shah Md Tanvir; Ashik, Md. Mehedi Hasan (Daffodil International University, 2022-08-07)
    One of the most common vegetables as Malabar cultivates is increasing day by day, and the farmers are suffering from the Malabar disease known as scab disease on Malabar leaves. And the researcher is always trying to make ...
  • Performance Analysis of Classification Algorithms for Outcome Prediction of T20 Cricket Tournament Matches 
    Pramanik, Md. Aktaruzzaman; Suzan, Md. Mahmudul Hasan; Biswas, Al Amin; Rahman, Mohammad Zahidur; Kalaiarasi, A. (Daffodil International University, 2022-04-08)
    Cricket is the most popular sport in south Asian countries and the second most popular sport globally. And T20 cricket is the most attractive version of this game. Businesses have grown enormously based on cricketing sports ...

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