DIU Institutional Repository: Recent submissions

  • Development and Performance Analysis of Machine Learning Methods for Predicting Depression Among Menopausal Women 
    Ali, Md. Mamun; Ali, Hussein; Algashamy, A.; Alzidi, Enas; Ahmed, Kawsar; Bui, Francis M.; Patel, Shobhit K.; Azam, Sami; Abdulrazak, Lway Faisal; Moni, Mohammad Ali (Elsevier, 2023-05-25)
    Menopause is an obligatory phenomenon in a woman’s life. Some women face mental and physical issues during their menopausal period. Depression is one of the issues some women struggle with during their menopausal period. ...
  • Developing an Energy Cost Calculator for Solar 
    Rahat, Md. Sabik Alam; Banik, Plabon; Rafe, Md. Abid Hasan; Reza, Dr. Ahmed Wasif (Springer, 2023-10-21)
    One of the most important variables affecting a country’s socioeconomic maturity is access to electricity. Bangladesh is now suffering from a severe electricity shortage. Around 65% of people do not have access to power, ...
  • Developing a Transaction System in Blockchain 
    Meem, Afsana Nur; Nodi, Lamya Ishrat; Islam, Efte Kharul; Tomal, Minhazul Amin; Reza, Ahmed Wasif; Arefin, Mohammad Shamsul (Springer, 2023-12-20)
    Blockchain technology is advancing quickly and does not appear to be slowing down. Many things that looked inconceivable in the last few decades—like excessive transaction costs, double spending, net fraud, recovering lost ...
  • Developing a Tool to Classify Different Types of Fruits Using Deep Learning and VGG16 
    Ahsan, Mobassir; Yousuf, Mahfuza; Rahman, Md. Saifur; Proma, Farhana Islam; Imam, Omar Tawhid; Reza, Ahmed Wasif; Arefin, Mohammad Shamsul (Springer, 2022-10-21)
    In this paper, we present two methods for the classification of fruits of Bangladesh from image processing techniques. We have used deep learning convolutional neural network in our model and VGG16 in another model. From ...
  • Developing a Multimodal Transportation Model for China to Minimize Travel Time and Cost under Belt and Road Initiative 
    Anam, Sayedul; Mohapatra, Srikanta Kumar; Babu, Md. Ashraful; Mohanty, Jayashree (IEEE, 2023-08-15)
    China exports several goods to other countries or cities and to shift these goods has to use different ways such as road, air, and water for their shipment irrespective of air pollution. Recently China invests in Pakistan ...
  • Developing a Classification CNN Model to Classify Different Types of Fish 
    Ahmed, Farhan; Basak, Bijoy; Chakraborty, Simonta; Karmokar, Tumpa; Reza, Ahmed Wasif; Imam, Omar Tawhid; Arefin, Mohammad Shamsul (Springer, 2023-07-01)
    Identifying any fish type can be difficult for people who are not familiar with fish. Implementation of a fish classification machine learning model can become helpful in this scope. The purpose of this paper is to build ...
  • Determinants of Women’s Entrepreneurial Performance: Evidence From Bangladesh 
    Akhter, Ayeasha; Ali, Mohammed Julfikar; Tanchi, Khadiza Rahman; Latif, Wasib Bin; Karim, Md. Mobarak (Business Perspectives Publications, 2023-03-14)
    Women entrepreneurship has been gaining a prominent awareness among policymak- ers in contemporary economics, as it can hasten the rate of technological advancement and economic progress. The objective of this study is to ...
  • Determinants of Financial Inclusion in South Asia 
    Hossain, Md. Kamrul; Mahfuz, Tajmary; Latif, Subhenur; Hossain, Mohamed Emran (Emerald Publishing Limited, 2022-03-17)
    To identify the financial stress and associate factors of tertiary level student. Design/methodology/approach To identify the financial stress and associate factors, a structured questionnaire was developed to collect ...
  • Smart Online Nursery 
    Ali, Md. Asif; Anik, Md. Tanvir Jubayed (Daffodil International University, 2024-01-26)
    The Smart Online Nursery System is a comprehensive web-based platform called Smart Nursery BD that aims to revolutionize the way people buy and maintain plants for their indoor and outdoor nurseries. The project's main ...
  • Machine Learning Approach for Insomnia Early Diagnosis in Perspective of Bangladesh 
    Tasfia, Orin (Daffodil International University, 2024-01-01)
    This research addresses the early detection of insomnia in Bangladesh, focusing on young adults affected by extensive phone and social media use. Using machine learning techniques like Logistic Regression, SVM, Decision ...
  • ফিলিস্তিনের ৫০ ছাত্রী কে বিনা খরচে পড়াবে ড্যাফোডিল ইউনিভার্সিটির্সি 
    আলো, প্রথম (প্রথম আলো, 2024-05-06)
    ফিলিস্তিনের গাজার ৫০ ছাত্রীকে বিনা খরচে পড়ানোর ঘোষণা দিয়েছে ঢাকার সাভারে অবস্থিত বেসরকারি ড্যাফোডিল ইন্টারন্যাশনাল ইউনিভার্সিটির্সি (ডিআইইউ) কর্তৃপর্তৃ ক্ষ। আজ রোববার সাভারে ড্যাফোডিল ইন্টারন্যাশনাল ইউনিভার্সিটির্সি পরিদর্শন ...
  • X-ray fluorescence analysis of coastal sediments of Tamil Nadu with a statistical approach 
    Karthikayini, S.; Hamideen, Mefleh S.; Chandrasekaran, A.; Khandaker, Mayeen Uddin; Bradley, D.A. (Daffodil International University, 2023-08)
    X-ray fluorescence spectroscopy is applied to determine the concentration of essential and toxic heavy metals such as silicon (Si), potassium (K), calcium (Ca), titanium (Ti), iron (Fe), copper (Cu), zinc (Zn), nickel (Ni), ...
  • Yellow fever virus, a mosquito-borne flavivirus posing high public health concerns and imminent threats to travellers - an update 
    Malik, Sumira; Pandey, Ishan; Kishore, Shristi; Sundarrajan, T; Nargund, Shachindra L; Ghosh, Arbinda; Emran, Talha Bin; Chaicumpa, Wanpen; Dhama, Kuldeep (Daffodil International University, 2023-02-01)
    Conflict of interest statement The authors declare that they have no financial conflict of interest with regard to the content of this report. Sponsorships or competing interests that may be relevant to content are ...
  • Z-Index at CheckThat! 2023: 
    Tarannum, Prerona; Hasan, Md. Arid; Alam, Firoj; Noori, Sheak Rashed Haider (Daffodil International University, 2023-08)
    "In this study, we report our participation in CheckThat! lab’s Task 1. The aim is to determine whether a claim made in either unimodal or multimodal content is worth fact-checking. We implemented standard preprocessing ...
  • Detection and Classification of Road Damage Using Deep Learning Approach with Smartphone Images 
    Shila, Sharmin; Bayshakhy, Fahima Taher; Sattar, Abdus (IEEE, 2023-11-23)
    In cities, road surface monitoring is mostly done by hand which is a time-consuming and labour-intensive procedure. One of the most critical responsibilities is infrastructure maintenance work for traffic safety. To keep ...
  • Detecting Helmets Of The Bike Riders Using Deep Learning Algorithms 
    Mia, Yousuf; Rahman, Md. Solaimanur; Basak, Animesh; Hossain, Sheikh Mufrad; Zulfiker, Md. Sabab (IEEE, 2023-07-23)
    We propose real-time bike helmet detection in our study. A lot of people ride bikes in our nation. Motorbikes are more popular than vehicles because they are cheaper to maintain, take up less parking space, and provide ...
  • Designing Optimum Drug Delivery Systems Using Machine Learning Approaches: a Prototype Study of Niosomes 
    Shahiwala, Aliasgar F; Qawoogha, Samar Salam; Faruqui, Nuruzzaman (Springer, 2023-04-03)
    This study demonstrates a machine learning approach in designing optimized drug formulations. Preferred Reporting Items for Systematic Reviews and Meta-Analyses system was adopted to screen literature resulting in 114 ...
  • Deep Learning Approach for Detecting and Localizing Brain Tumor From Magnetic Resonance Imaging Images 
    Arefin, Abu Shahed Shah Md. Nazmul; Ishti, Shah Mohd Ishtiaque Ahammed Khan; Akter, Mst. Marium; Jahan, Nusrat (Institute of Advanced Engineering and Science (IAES), 2023-03-15)
    Brain is the most important part of the nervous system. Brain tumor is mainly a mass or growth of abnormal tissues in a brain. Early detection of brain tumor can reduce complex treatment process. Magnetic resonance images ...
  • Deep Neural Network-Based Approach to Identify the Paddy Leaf Disease using ResNet50-V2 
    Islam, M.A.; Rahman, M.M.; Shohan, A.A.; Pulok, R.A.; Akter, S.; Ahmed, M.T. (Elsevier, 2023-10-21)
    South Asian countries especially Bangladesh, India, and Srilanka are very involved in paddy cultivation. In Bangladesh and India, one of the key producing crops is paddy. Worldwide more than 40 percent of the world's ...
  • Deep Learning-Based Left Ventricular Ejection Fraction Estimation from Echocardiographic Videos 
    S., Rahman; B.D., Parameshachari; Haque R.; Swapno, Masfequier Rahman; S.M.N., Nobel; M., Babul Islam (Elsevier, 2023-10-21)
    Heart failure (HF) is a prevalent and life-threatening medical condition afflicting millions of people worldwide. A critical parameter in assessing cardiac function and detecting HF is the left ventricular ejection fraction ...

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