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Browsing by Subject "Machine Learning"

Browsing by Subject "Machine Learning"

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  • Automating User Feedback Retrieval in E-Learning through Emotion Detection & Eye Tracking 
    Marakkala Manage, Salinda Hashan Senevirathne (2022)
    E-Learning is one of the popular educations delivering methods arrived with the advancement of internet technologies. With everything moving to virtual eLearning got a huge boost of public popularity in the industry. This ...
  • Automobile Insurance Claim Fraud Detection using Machine Learning Techniques 
    Perera, Savidya (2022)
    "As of today, Automobile insurance companies currently use a manual process to investigate fraudulent claims. Recent studies have shown that manual process has failed, and the companies are losing billions of profit every ...
  • Bank Loan Approval Prediction Using Machine Learning Approach 
    Ramesh, Chyrus (2022)
    The data is expanding at such a rapid rate in banks nowadays, bankers must examine a person's data before granting a loan amount, there is always a major risk associated when a financial institution lends money to them. ...
  • Baseball Swing Analysis for School Level Players in Sri Lanka Using Deep Neural Networks 
    Lelwala Guruge, Maleesha (IIT, 2023)
    "In Sri Lanka, baseball is a recognized sport, and many young players want to play professionally. However, acquiring the technical know-how required to accomplish this goal can be difficult, especially at the school level. ...
  • Bitcoin Price Prediction System 
    Wijesekara, Isuru (2022)
    "The correct price of bitcoin in the future is an important factor for customers to invest their money in bitcoin. When the bitcoin price is lower, there is no need to invest in bitcoin. So, users can invest more of their ...
  • BITZ - Cryptocurrency Price Prediction 
    Hiyare Pallege, Manul (2022)
    Nowadays, bitcoin has become the most popular and go to cryptocurrency. The untraceable and uncontrollable nature of bitcoin is what attracts millions of people each year. Most of the research which is done in this domain ...
  • BlISS - (Hate Speech Detection in Sinhala-English Code-Mixed Language Deep Learning Approach) 
    Rajakaruna Senevirathne Wijekoon Bandaranayakalage, Chathurangani Ranathunga (IIT, 2023)
    "Hate speech is a growing issue in today's culture, and being able to identify it quickly could help lessen its negative effects. In our current society, people use social media to express their thoughts without any doubt. ...
  • Bookgram: Book exchange system with a Hybrid recommendation engine. 
    Upathissa, Nilki (2023)
    "In an age dominated by digital media, the enduring appeal of printed books persists due to the unique tactile experience they offer. However, traditional bookstores often suffer from limited space, hindering the discovery ...
  • CardioRisk Pro (Heart Disease Prediction System) 
    Gunathilaka, Sayuru (2023)
    "Heart disease is a prevalent and severe health condition that impacts a vast number of people globally. Being one of the top causes of mortality, timely detection and accurate prediction of heart disease can play a vital ...
  • Classification & Detecting Linguistics in Reviews 
    Mohamed Badurdeen, Mohamed Hikam (IIT, 2023)
    "The project aims to develop a fake review detection system using the BERT (Bidirectional Encoder Representations from Transformers) model and various natural language processing techniques. The system preprocesses text ...
  • "Construction cost predictor : ML based approach to predict cost of construction projects " 
    Chanthirapalan, T (2021)
    " Construction costs are an aspect of each contract for a building project, so they are a source of significant importance to project participants. Despite the value of costs in building projects, cost overruns are a ...
  • Costume Color Analyzer 
    Patabendi, Isuru (2022)
    "Selecting ideal colors for your costumes is a key point when it comes to photography. But it becomes quite difficult to select matching colors which go with the background. Sometimes we do search on web resources and get ...
  • COVID-19 Pneumonia Detection from X-ray Images 
    Munasinghe, Sunera (2023)
    "The coronavirus disease of 2019(Covid-19) has been one of the most devastating diseases of the modern age, and has had a massive death toll since it originated in 2019. According to World Health Organization (WHO) as of ...
  • Covid-19 Risk Identification Using Machine Learning 
    Maggonage, Shehan (2022)
    "The virus Covid 19 is a kind of a virus. This virus comes in a variety of forms. This was discovered in China in December of 2019. Within two to fourteen days after contracting this virus, symptoms appear in infected ...
  • “Crawl the News” (Video and Article News Recommendation using Web Crawling) 
    Diaz, C. L. Melissa (2019)
    The Web is an ocean of information covering a vast area of topics and is constantly updated with more and more information daily. With the advancements of the WWW and the expansion of the programmable web, more and more ...
  • CreativeAid! “Autonomous Creative Title Generation and Creative Text Identification Framework” 
    Shimak, Mohamed Naushad Ahamed (2019)
    Creativity is an art which aims at inducing certain set of beliefs in the target audience. In digital marketing and media, when promoting article or post creative titles are often composed to attract audience towards read ...
  • Credit Card Fraud Detection using Machine Learning 
    Ranasinghe, Thushini Maleesha (2019)
    Credit card is one of the most used transactional methods in the world and every year, fraudulent credit card transactions cause losses of billions of dollars. Designing efficient systems for fraud detection is key to ...
  • Credit scoring with macroeconomic factor analysis using machine learning techniques 
    Thenuwara, Jithendra (2019)
    Non-performing loans (NPLs) are loans which are several months overdue. An increase in NPLs can cause a huge impact to the economy and has even caused financial crisis in the past. Moreover, macroeconomic conditions such ...
  • Cric-1’O’1 : Quantitative Assessment of a One-On-One Opposing Player Encounter Performance Prediction in Cricket 
    Hamza, Rahma (2022)
    "Cricket is an internationally well-known game, and changes in technology also influenced the game with significant advancements. The whole game process and minute details are observed more precisely than ever before with ...
  • Cricket Pose Trainer 
    Balasundharam, Rajith prasath (2018)
    Cricket is one major game that is being played or practiced by many people nowadays. There are many factors that contribute for a player to perform well in cricket. As like many other games Cricket also have many rules ...