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Browsing FACULTY OF SCIENCE - THESIS by Subject "Computer science"

Browsing FACULTY OF SCIENCE - THESIS by Subject "Computer science"

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  • Bolt classification system for motorcycle retail shop 
    Monchai Angkapiyasiri (Chulalongkorn University, 2023)
    The COVID-19 situation in Thailand has led to a rise in online purchase orders, resulting in a higher demand for using motorcycles for shipment, which has also increased the demand for essential components, notably durable ...
  • Content and Community based Hybrid Tag Recommendation 
    Umaporn Padungkiatwattana (Chulalongkorn University, 2022)
    Personalized hashtag recommendations can provide relevant hashtags for a microblog. Despite performance improvement, three challenges remain unexplored. First, previous works construct user and hashtag representations based ...
  • Dynamic nearest neighbor classifier using mass-ratio-variance outlier factors for class imbalance problem 
    Patcharasiri Fuangfoo (Chulalongkorn University, 2023)
    The objective of classifcation is to assign a class to a given data instance. One well-recognized classifer is the k-NN model, where the class of an instance is determined by considering the majority class among its k ...
  • Forecasting air quality index in Thailand using ensemble method 
    Saksiri Lertnilkarn (Chulalongkorn University, 2023)
    Air pollution is one of the most important problems that needs to be urgently solved around the world. Inevitably, Thailand has had to fight against it as well, particularly in the Northern Thailand. This region also has ...
  • Impact of external factors on air passenger demand prediction using machine learning 
    Sutthiya Lertyongphati (Chulalongkorn University, 2023)
    Do external factors impact the volume of air passengers? Can they be employed to analyze the dependency of hidden parameters in demand forecast strategies? In this research, a framework is proposed to investigate the impact ...
  • Information security awareness lesson using gamification 
    Thanawat Rintanalert (Chulalongkorn University, 2023)
    In the landscape of education, where engagement and retention are pivotal, gamification emerges as a dynamic strategy. This research delves into the realm of gamification, a process that infuses the captivating allure of ...
  • Random forest algorithm using quartile-patternbootstrapping for class imbalanced problem 
    Worawit Jitpakdeebodin (Chulalongkorn University, 2022)
    Nowadays, classification in machine learning serves as a valuable tool for extracting and analyzing real-world datasets. However, an important issue in classification is the problem of class imbalance, which significantly ...
  • Usability evaluation of IOT based HVAC dashboard 
    Rubina Shrestha (Chulalongkorn University, 2023)
    This thesis presents a usability evaluation of a smart Heating, Ventilation, and Air Conditioning (HVAC) dashboard interface through a cross-cultural study. The objective is to assess the usability problems and evaluate ...