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Browsing 2022 by Subject "Machine Learning"

Browsing 2022 by Subject "Machine Learning"

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  • Analysing Price Volatility for Price Forecasting of Food Commodities in Sri Lanka 
    Bandara, Thisun (2022)
    There are several types of food commodities available in the Sri Lankan market and the customers usually visit physically or use online services to purchase those items for the fulfilment of their food consumption. The ...
  • 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. ...
  • 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 ...
  • 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 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 ...
  • CricTrack: Expectations of Cricketers to Develop their Skills 
    Pavalarajan, Vageesan (2022)
    "Cricket is one of the world's most popular and rapidly expanding sports, with people of all ages and genders participating. However, many cricket players cannot afford proper facilities, making it tough to play the game. ...
  • Crop Recommendation using ML and IoT 
    Paramasivam, Theepshana (2022)
    "In recent decades, agriculture in Sri Lanka has undergone a technological transformation, making farming more manageable, more productive, and profitable. On the other hand, farmers face several challenges and constraints, ...
  • Deep learning-based computer-aided detection of melanoma cancer subtypes 
    Peiris, Danuka (2022)
    "Skin cancer is a condition in which skin cells grow uncontrollably and irregularly. This is caused by unrepaired DNA damage or genetic defects in skin cells. Melanoma and non-melanoma are the two main kinds of skin cancer. ...
  • DepDetect : Detection of Depressive Sinhala Comments in Social Media 
    Rathnayake Liyanage, Lashini (2022)
    Depression is a common mental disorder and a treatable mental illness under a low cost if diagnosed at its early stage. But many of the affected people do not diagnose the disease at its early stage especially in Sri Lankan ...
  • Depression Analysis Through Facial and Vocal Expressions 
    Nadanamainthan, Sarvetha (2022)
    "Major Depressive Disorder is a mood illness that affects how you behave, think and feel with the behavioural change of a person. In Sri Lanka, nearly 7% of adults are diagnosed with depression every year. A person can ...
  • Developmental Dyslexia Detection in Sinhala Speaking School Children using Machine Learning 
    Nilakshi, Navoda (2022)
    Taking into consideration the impact of dyslexia on school children and its high occurrence rate in society, early detection, and medical intervention is considered very much crucial to bestow a satisfactory level of ...
  • House Price Prediction Using Machine Learning 
    Chandramohan, Kavyavarshaa (2022)
    This paper presents an overview of how to predict home expenses using several variables such as the property's area, floor space, and number of levels, among others. To get the most efficient and less error-caused regression ...
  • Intrinsic Value Prediction of Companies of the Stock Market Using Fundamental Data 
    Athaudage, Savini (2022)
    "It is a challenging task to invest in the stock market without losing capital. The success of the investment will depend on the ability to select a good company and the ability to predict the fair-value of the company. ...
  • A Machine Learning Approach to Assist the Company Productivity Loss due to Depressed Employees 
    Ariyarathna, Nipun (2022)
    "Depression is a mental condition in which the majority of mankind is affected simply due to sudden altering of mood of humans. Most dangerous effects of depression is Suicide, while Covid-19 had taken part as the most ...
  • Market price prediction with machine learning and candlestick tokenized algorithm 
    Pannigalagamage, Namesh Kushantha (2022)
    "How important technical analysis is to those who trade in the market. Technical analysis can be introduced as a method used when trading in the market. A large number of technical analysis methods are used by traders in ...
  • Online Food Delivery Sales and orders prediction using Machine Learning 
    Selvam, Naveen (2022)
    "This shows the rapid growth of the online food delivery industry, which has increased the requirement to identify the key success characteristics that are essential to online food delivery providers. Due to competition ...
  • Oral Cancer Detection System Using Image Processing 
    Ahamad Adhham, Abul Kalam (2022)
    "Oral cancer is one of the most dangerous disease in world. We can see raising number of patients in Sri Lanka. Tobacco and smoking are main factors oral cancer. This oral cancer affects the oral cavity in the mouth. ...
  • Predicting personalized time allocation for students 
    De Silva, Damith (2022)
    "Time allocation is crucial for students and professionals. In this project author displaying that how important time allocation for students. Using machine learning author predicting future results according to student ...
  • Price Prediction on Finding Retail Prices of Used Motorbikes 
    Ariyarathna, Senel (2022)
    Motorcycles are one of the most popular modes of transportation because they are quick, inexpensive, and convenient. Many distinct attributes are examined in order to make a reliable and accurate prediction. This thesis ...

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