DSpace Repository

Browsing by Subject "Algorithms"

Browsing by Subject "Algorithms"

Sort by: Order: Results:

  • Improving the Accuracy of Heart Disease Prediction Approach of Machine Learning Algorithms 
    Hossain, Md. Belal; Uddin, Mohammed Nasir; Alvi, Syada Tasmia; Era, Chowdhury Abida Anjum (IEEE, 2023-05-23)
    The work is about forecasting heart disease. First and foremost, we gathered data from various sources and divided it into two portions, one of which is 80% and the other is 20%, where the first part is for training and ...
  • Incorporating Supervised Learning Algorithms with NlP Techniques to Classify Bengali Language Forms 
    Parves, Abdul Bari; Imran, Abdullah Al; Rahman, Md. Riazur (ACM International Conference Proceeding Series, 2020-01-10)
    Every language has its own root, form, and grammar, and so does Bengali. Bengali language has two core forms: "Sadhu-bhasha" and "Cholito-bhasha" which have been widely used from regular communication to literary publications. ...
  • Incorporating Supervised Learning Algorithms with NLP Techniques to Classify Bengali Language Forms 
    Parves, Abdul Bari; Imran, Abdullah Al; Rahman, Md. Riazur (ACM International Conference Proceeding Series, 2020-01-10)
    Every language has its own root, form, and grammar, and so does Bengali. Bengali language has two core forms: "Sadhu-bhasha" and "Cholito-bhasha" which have been widely used from regular communication to literary publications. ...
  • An Insight Into the Intricacies of Lingual Paraphrasing Pragmatic Discourse on the Purpose of Synonyms 
    Nahian, Jabir Al; Masum, Abu Kaisar Mohammad; Syed, Muntaser Mansur; Abujar, Sheikh (Daffodil International University, 22-10-08)
    The term "paraphrasing" refers to the process of presenting the sense of an input text in a new way while preserving fluency. Scientific research distribution is gaining traction, allowing both rookie and experienced ...
  • Leaf Disease Detection Using Image Processing by Comparing Two Different Algorithms 
    Tisha, Johana Kabir; Ahmed, Redwan; Koer, Sourav Narayan (Daffodil International University, 2019-05)
    Leaf diseases cause many significant damages and losses to the farmers around the world. Appropriate measures on disease identification should be introduced to prevent the problems and minimize the losses. Technical ...
  • Leveraging Algorithms for depression detection in natural language processing 
    Hassan, Nazmul (Daffodil International University, 2024-01-01)
    This research presents a comprehensive exploration of depression identification methodologies, employing a diverse array of classification algorithms, including Logistic Regression, Random Forest, Gradient Boosting, ...
  • A Load Balancing Strategy for Reducing Data Loss Risk on Cloud Using Remodified Throttled Algorithm 
    Johora, Fatema Tuj; Ahmed, Iftakher; Shajal, Md. Ashiqul Islam; Chowdhory, Rony (Daffodil International University, 2022-06-03)
    Cloud computing always deals with new problems to fulfill the demand of the challenging organizations around the whole world. Reducing response time without the risk of data loss is a very critical issue for the user ...
  • Lung Disease Classification Using Deep Learning Models Based on Chest X-Ray Images 
    Akter, Runa (Daffodil International University, 23-01-18)
    In the very recent past, Infectious disease-related sickness has long posed a concern on a global scale. Each year, COVID-19, pneumonia, and tuberculosis (TB) cause millions of deaths because they all affect the lungs. ...
  • Lung-Cancer stage prediction using Machine Learning Approach 
    Patwary, Md Abdus Salam (Daffodil International University, 2024-01-01)
    Physical illnesses like lung cancer have become more common nowadays. The world nowadays is aware of the subject. The disease known as lung cancer affects most individuals. A measure of the sickness is the variations in ...
  • Lychee Tree Disease Classification and Prediction Using Deep Learning 
    Akter, Sima; Ali, Md. Almas (Daffodil International University, 22-08-14)
    Bangladesh is a predominantly agricultural nation. The majority of people depend on agriculture. But it is a sad fact that the quality and quantity of our fruits are declining due to numerous diseases. People in our ...
  • A Machine Learning and Deep Learning Approach for Bengali News Headline Categorization 
    Akter, Labony; Zaman, MD Shahriar (Daffodil International University, 23-01-29)
    Internet is a thing through which a huge amount of information and data is available. As the amount of online news is increasing drastically due to the availability of internet in all parts of the world, people are also ...
  • A Machine Learning Approach for Driver Identification 
    Ali Khan, Md. Abbas; Ali, Mohammad Hanif; Haque, Fazlul; Habib, Md. Tarek (Institute of Electrical and Electronics Engineers Inc., 2023-04-15)
    Driver identification is a momentous field of modern decorated vehicles in the perspective of the controller area network (CAN-Bus). Many conventional systems are used to identify the driver. One step ahead, most of the ...
  • Machine Learning Approach to Predict Sgpa and Cgpa 
    Ahmed, Md. Tanvir; Hredoy, Md. Refat Hassan (Daffodil International University, 2021-01-28)
    Prediction of the SGPA & CGPA is a helpful thing to the university students. From this project students can easily get the prediction about their final result. So, the students will able to prepare them for a good result. ...
  • A Machine Learning Approach To Predict the Chances of Drooping out Students Due to COVID-19 in University Perspective Bangladesh 
    Islam, MD. Amirul; Rahman, MD. Hasanur; Tabassum, Most. Saira (Daffodil International University, 23-01-29)
    The difficulties of COVID 19 have exposed humanity to some terrible truths. The pandemic's grip has severely harmed a number of industries, including education. Numerous days of school, college, and university closures ...
  • Machine Learning Based Approach for Stroke Prediction 
    Afroze, Minara (Daffodil International University, 22-11-14)
    When a blood vessel that supplies the brain with oxygen and nutrients becomes blocked by a clot or breaks, a stroke happens. Nowadays, it is the most common cause of death in the entire world. Every four minutes, someone ...
  • Machine Learning Based Phishing Website Detector 
    Sobur, Sayed Abdus (Daffodil International University, 23-01-18)
    Cyber-attacks have increased in number along with the growth of online services. Phishing, in which attempts are made to steal confidential information by pretending to be a legitimate source, is one of the most prevalent ...
  • Machine learning model for predicting insomnia levels among university students 
    Hasneen, Jessica (Daffodil International University, 2024-01-01)
    Insomnia is a common and concerning issue among university students that can have a significant impact on their academic performance, physical and mental health. Early detection and treatment of insomnia is important to ...
  • Machine Learning Modeling for Cow Price Prediction 
    Alam, A.K.M Tasnim; Nirob, Zahid Hasan; Urme, Afrin Jahan (Daffodil International University, 23-01-18)
    A cow is a crucial daily supply of food, nutrition, much-needed money, and nitrogen-rich manure for regenerating soils and other uses. They also take on many different societal roles. The main reason cows are raised as ...
  • Machine Learning Technique Based Fake News Detection 
    Sutradhar, Biplob Kumar; Zonaid, Md.; Ria, Nushrat Jahan; Noori, Sheak Rashed Haider (IEEE, 2023-01-15)
    False news has received attention from both the general public and the scholarly world. Such false information has the ability to affect public perception, giving nefarious groups the chance to influence the results of ...
  • A Machine Learning-Based Technique for Predicting Heart Disease 
    Nahin, Mahmudur Rahman; Shawon, Sadikuzzaman (Daffodil International University, 23-02-12)
    Physical diseases including heart disease have been on the rise recently. The subject is well-known in the modern world. The majority of individuals have an issue with heart disease. The discrepancies between the normal ...

Search DSpace

Browse

My Account