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Browsing by Subject "Algorithms"

Browsing by Subject "Algorithms"

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  • Smart Irrigation System 
    Disrty, Jannatul Ferdousi (Daffodil International University, 23-02-18)
    The irrigation system can be fully automated using the intelligent irrigation system's extensive range. Here, we use the ESP32 SIM800L microcontroller, a motor, an AC light, and solar power to create an Internet of ...
  • Smart Poultry Farm using Internet of Things and Machine Learning Project Research based project 
    Rifat, Tabibur Rahman (Daffodil International University, 2024-01-01)
    This paper offers a detailed investigation into poultry health monitoring utilizing an Internet of Things (IoT) platform and Machine Learning (ML) approaches. This article offers a detailed investigation into poultry ...
  • Smart Resume Builder 
    Marma, Uchaing Sing (Daffodil International University, 2024-01-01)
    A software designed to make the process of building a resume for an individual easier is called an online resume builder. The application offers a practical way to create the ideal resume one that actually looks professional. ...
  • Social Media Post Classification in Bangla Language: 
    Salam, Faisal Ibn (Daffodil International University, 23-02-12)
    To communicate with others, social media appears to have surpassed all previous methods. Millions of postings are made every day on social media. The Bangla language is widely utilized on Bangladeshi social media platforms. ...
  • Spam Email Detection Using Machine Learning 
    Niha, Afea Ulfat; Shovo, Mahedi Hasan (Daffodil International University, 23-01-29)
    Machine learning is a limb of artificial intelligence (AI) and information technology. Supervised machine learning is a subcategory of artificial intelligence and also the machine learning which is branch of (AI). The ...
  • Spam text detection by using ML Algorithms 
    Sumiya (Daffodil International University, 2024-01-01)
    Nowadays,the number of mobile users is always increasing. SMS stands for "short messaging service," which lets the users send and receive short text messages on regular phones as well as smartphones. The quantity of SMS ...
  • Speech Emotion Recognition using Librosa Library 
    Polin, Mijanur Rahman; Hassan, Md. Mashrafi (Daffodil International University, 23-02-18)
    All living human being on earth express their opinion through a language. Some meaningful voice makes a language. In all the call center giving service faces many problem when they talk to customer. Sometimes the employee ...
  • StackIL13 
    Mia, MD Rajib (Daffodil International University, 2023-09-02)
    Inflammatory mediators play an important function in a variety of disorders. IL-13 tightly regulates immune responses, notably those associated with allergies and inflammatory reactions. Predicting interleukin-13 (IL-13) ...
  • A Study of Semiparametric Additive Model Using Backfitting Algorithm 
    Siloko, E. A.; Siloko, I. U. (Daffodil International University, 23-07-01)
    Semiparametric density estimation is of wide applications with numerous novel approaches in its estimation. The curse of dimensionality effect which is usually associated with nonparametric density estimation is often ...
  • A Supervised Machine Learning Approach To Classify Parkinson Disease 
    Al Farabi, R.I.m. Abdullah; Zhohra, Mst. Soniatuz (22-09-01)
    Parkinson's disease is a degenerative brain disease. In most cases, over the age of 50 people are affected by this disease, but nowadays, young people are also affected by this disease due to genetic reasons. Due to reduced ...
  • A Survey on Predicting Player’s Performance and Team Recommendation in Game of Cricket Using Machine Learning 
    Biswas, Milon; Akhund, Tajim Md. Niamat Ullah; Mahbub, Md. Kawsher; Islam, Sikder Md. Saiful; Sorna, Sadia; Kaiser, M. Shamim (Springer, 2022-05-20)
    Machine learning in sports analytics is a hot field in computer science. Using machine learning algorithms, we can predict the outcome of a game or performance of teams or individual players and building new strategies for ...
  • Survival Analysis of Heart Failure Patients Using Machine Learning 
    Al-Mamun (Daffodil International University, 22-12-06)
    The global burden of death from heart attacks has increased dramatically in the modern era. South Asians are more likely than those in other parts of the world to get a heart attack at a young age. Being able to accurately ...
  • Towards an Effective Tomato Leaf Disease Classification Using Modified Transfer Learning Algorithm Based on resnet 50 
    Rahman, Md Ashikur (Daffodil International University, 23-01-29)
    To increase agricultural productivity, plant diseases must be detected early and accurately. The deep learning approach based on artificial intelligence is critical in detecting illnesses utilizing a large volume of plant ...
  • Transfer Learning for Sentiment Analysis Using BERT Based Supervised Fine-Tuning 
    Prottasha, Nusrat Jahan; As Sami, Abdullah; Kowsher, Md.; Murad, Saydul Akbar; Bairagi, Anupam Kumar; Masud, Mehedi; Baz, Mohammed (Daffodil International University, 2022-06-13)
    The growth of the Internet has expanded the amount of data expressed by users across multiple platforms. The availability of these different worldviews and individuals’ emotions empowers sentiment analysis. However, sentiment ...
  • Unification of Algorithms to extract special formatted text from portable document format 
    RAHAT, IMTIAJ AHAMMAD; HOSSAIN, LUBNA; LIMON, ABUL HASNATH (Daffodil International University, 2018-05)
    In today’s era, we share our every innovations and implementations with the whole world. It takes us to greater accomplishment to let others know about the advancement that we achieved and also to enhance more. In such ...
  • Village of Algorithm 
    Akash, Anzamul Haque; Rakib, Murad Kabir Md. (Daffodil International University, 22-09-12)
    In this gaming world, there are lots of games, but most of them are for entertainment purposes. So, we developed a game where people can learn computer programming by completing the game levels. It's a 3D Desktop Game where ...
  • Virtual Algorithm Vault 
    Sakib, Nazmus; Shuvo, Jubayer Ahmmod; Mehedi, Md. Saharia Khan (Daffodil International University, 2022-01)
    In this digital era with easy access to the internet, everything is easy. If you want to learn anything from the internet you can do it with the help of the web application accessing them via the internet. Nowadays web ...
  • Warranty Seal Deformation Identification for Product Warranty Violation 
    Awal, Md Rabiul; Zakaria, Nurul Ain; Jusoh, Muzammil; Abdelghany, Mahmoud A.; Yahya, Muhammad Syarifuddin; Zakaria, Hidayatul Aini (Daffodil International University, 2022-06-21)
    Product warranty seals or stickers are criteria for after-sale warranty services. The unauthorized removal or modification of a seal will void the warranty. So far, there is no detection method to confirm the warranty, ...
  • Web Based Malware & Virus Prediction System Using Machine Learning 
    Rezwan, Tanvir; Islam, Mominul (23-01-29)
    Malware-based cyber-attacks are increasing and have advanced in sophistication across practically all networks. Attacks using sophisticated malware are also the most complex, which makes it difficult to detect them. Advanced ...
  • A Wide Convolution Network Based Classification Path for Recognition Papaya Leaf Disease 
    Ripa, Kaniz Fatima (Daffodil International University, 23-01-18)
    The top papaya-producing countries are India, Mexico, Brazil, Indonesia, Nigeria and the Dominican Republic. But in papaya especially leaf curl, foot rot of papaya, papaya ring spot and many other diseases are causing great ...

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