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Browsing by Subject "Algorithms"

Browsing by Subject "Algorithms"

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  • A Machine Learning-Based Traditional and Ensemble Technique for Predicting Breast Cancer 
    Mridul, Aunik Hasan; Islam, Md. Jahidul (Daffodil International University, 23-02-18)
    Breast cancer is a physical disease and increasing in recent years. The topic is known widely in the recent world. Most women are suffering from problem of breast cancer. The disease is measured by the differences between ...
  • A model for predicting Ethereum future price rates using machine learning 
    Azad, Shiam Bin (Daffodil International University, 2024-01-01)
    Considered by many to be the forerunner of smart contract technology, Ethereum has become a widely used blockchain platform. Beyond being a cryptocurrency, Ethereum's main purpose is to offer a decentralized platform for ...
  • A Modified Throttled Load Balancing Algorithm To Accelerate Cloud System by Reducing Response Time 
    Islam, MD. Toufecul; Kashem, Mohammod Abul; Jahan, Tanjina (Daffodil International University, 23-07-01)
    The load balancing becomes an important factor in maintaining system stability and performance. As an effect, a strategy for improving system performance by balancing workload across Virtual Machines (VMs) is required. To ...
  • Movie Recommendation Using Unsupervised Method 
    Chakma, Dibyo (Daffodil International University, 23-01-18)
    Everyone in our hectic world is occupied with their personal and professional lives. There is a maximum number of people who can watch movies in theaters or read books while passing the time. These days, online services ...
  • Multi-class Prediction Based on Transport Review Using Data Mining Algorithom 
    Islam, Md. Sadikul; Hassan, Md. Mahmud (Daffodil International University, 2018-05)
    In recent years it is noticeable that sharing text reviews on various businesses specially restaurants through website and social media is a very common phenomenon. Online reviews reflect user’s opinion. This huge ...
  • Multilingual Fake News Detection 
    Sutradhar, Shimul; Islam, MD. Rahat; Mim, Tanjima Akhanda (Daffodil International University, 23-02-12)
    Fake news is becoming more of a concern as the number of people who use the internet and have access to the internet continues to expand on a daily basis. The dissemination of misleading information has the potential to ...
  • Multiple Cascading Algorithms to Evaluate Performance of Face Detection 
    Shamrat, F.M. Javed Mehedi; Tasnim, Zarrin; Chowdhury, Tahmid Rashik; Shema, Rokeya; Uddin, Md. Shihab; Sultana, Zakia (Springer, 2022-01-01)
    This paper intends to evaluate the previous works done on different cascading classifiers for human face detection of image data. This paper includes the working process, efficiency, and performance comparison of different ...
  • A novel approach to phishing detection and prevention using URL features and machine learning techniques 
    Haque, S. M. Mahamudul (Daffodil International University, 2024-01-01)
    Phishing attacks have emerged as a prevalent method hackers employ to deceive users and get unauthorized access to their personal information. These attacks aim to deceive users into revealing sensitive information, such ...
  • A Novel Audio Steganographic Algorithm LSB Based Subtraction Operation Used in Sattolo's and Crypto-Algorithm 
    Muntasir, Mohammad Fahim (Daffodil International University, 23-03-18)
    With the widespread use of digital communication operated by the need for ever-increasing interconnectedness and global events, the necessity for greater privacy and security during online information sharing is evident, ...
  • Novel Encryption System Using Knight’s Tour Algorithm And Logistic Map Function 
    Rashad, Khandoker Wakib (Daffodil International University, 22-11-09)
    The Internet is developing faster than any other preceding technology. The security for the transmission of messages has now been elevated to the top priority status as the Internet has emerged as the primary means for ...
  • A Novel Front Door Security (FDS) Algorithm Using GoogleNet-BiLSTM Hybridization 
    Paula, Luiz Paulo Oliveira; Faruqui, Nuruzzaman; Mahmud, Imran; Whaiduzzaman, Md.; Hawkinson, Eric Charles; Trivedi, Sandeep (IEEE, 2023-02-23)
    Security has always been a significant concern since the dawn of human civilization. That is why we build houses to keep ourselves and our belongings safe. And we do not hesitate to spend a lot on front-door locks and ...
  • A Novel Hybrid Evolutionary Mating Algorithm for Covid19 Confirmed Cases Prediction based on Vaccination 
    Ahmed, Marzia; Mohamad, Ahmad Johari; Rahman, Mostafijur; Sulaiman, Mohd Herwan; Kashem, Mohammod Abul (IEEE, 2023-05-01)
    Microorganisms may cause illness when they enter the body, multiply, and spread to other parts. The rapid spread of COVID-19 to neighboring countries is examined in this research. Anticipating a positive COVID-19 occurrence ...
  • A Novel Sedentary Workforce Scheduling Optimization Algorithm using 2nd Order Polynomial Kernel 
    Patel, Nikhil; Trivedi, Sandeep; Faruqui, Nuruzzaman (IEEE, 2023-04-05)
    No two humans are identical. There are variations in their capability, thinking process, and personality. That is why human society is diverse. This diversity is visible everywhere, including in office environments. The ...
  • Paddy Disease Classification Using Deep Learning 
    Islam, MD Rasedul; Chaity, Sharnali Paul; Huq, Sharmin (Daffodil International University, 23-02-18)
    Bangladesh is mostly an agricultural nation. A large portion of people is dependent on agriculture. But lack of proper knowledge of our farmers to classify the disease the quality and quantity of our paddy are declining.One ...
  • Parallelizing Image Processing Algorithms for Face Recognition on Multicore Platforms 
    Mia, Kausar; Assaduzzaman, Mr. Md; Islam, Tariqul; Saha, Arnab; Akhund, Tajim Md. Niamat Ullah; Shaha, Sonjoy Prosad; Razzak, Md. Abdur; Dhar, Angkur (Daffodil International University, 2022-11-11)
    A good face detection system should have the ability to identify objects with varying degrees of illumination and orientation. It should also be able to respond to all the possible variations in the image. The image of ...
  • 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 ...
  • Personal Key Indicators of Heart Disease Using Machine Learning Techniques 
    Khan, Shah Newaj (Daffodil International University, 23-02-12)
    The number one killer in the world is heart disease, which claims millions of lives each year. Coronary artery disease, often known as CAD, is one of the numerous conditions that may have an adverse impact on the heart. ...
  • Personality prediction based on social media posts using deep learning 
    Nahid, Nazmul Hosain (Daffodil International University, 2024-01-01)
    This study analyzes the complicated field of personality prediction through the use of the diverse data embedded in social media posts. Our research uses many different areas of machine learning and deep learning algorithms ...
  • Plant Leaf Disease Detection Using Deep Learning Algorithms 
    Labib, Raunak Muhtasim (Daffodil International University, 2024-01-01)
    In the agricultural landscape of Bangladesh, where farming plays a crucial role in the country's economy, the well-being of plants is vital for ensuring food security. The process of photosynthesis, occurring in the ...
  • Predicting and Classifying Potato Leaf Disease using K-means Segmentation Techniques and Deep Learning Networks 
    Nishada, Md. Ashiqur Rahaman; Mitua, Meherabin Akter; Jahan, Nusrat (Daffodil International University, 2023-12-20)
    Potato is one of the most cultivated crops. Worldwide potatoes have its own cultivation priority as a staple food. For a successful potato production, we can develop a strong food security system as it is the great source ...

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