July 14, 2024
The Era of Short Forms of Media - A Neurobiological PerspectiveThis bachelor's thesis examines the rise of short-form videos on platforms like TikTok, YouTube Shorts, and Instagram Reels, with a focus on their impact on the brain and cognitive functions. It delves into the neurobiological role of dopamine in compulsive usage and highlights connections to sleep quality, focus, and social interactions. The findings emphasize the need for greater awareness and further research into the psychological and social effects of this trend. |
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February 2, 2024
Sentiment Analysis Algorithms for Financial OpinionsThis article presents a comparison of results from financial sentiment analysis using an artificial intelligence model. It explores how the model performs under different parameter settings to classify sentences as positive, neutral, or negative, providing insights into the effectiveness of AI-driven sentiment evaluation. |
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January 8, 2024
Algorithms for Recognizing People's Age from Facial PhotosThis article presents a comparison of facial image classification results across four age groups: 6-20, 25-30, 42-48, and 60-98 years. It analyzes the effectiveness of various models with different parameters, addressing challenges like overfitting, and evaluates their performance against the popular VGG19 model. |
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December 12, 2024
Prediction Using Artificial Neural Network ModelsThis article explores the use of an artificial neural network to predict match outcomes in "League of Legends" based on data from the first 15 minutes of gameplay. The study examines the early phase of the game, analyzing how accurately outcomes can be predicted using key team statistics. It also focuses on an in-depth comparison of the effectiveness of the neural network by experimenting with various parameters and evaluating the performance differences across multiple configurations. |
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November 20, 2023
Effectiveness Report of Predictions From Various Machine Learning ModelsThis article explores the training of an artificial neural network to predict match outcomes in "League of Legends" using data from the first 15 minutes of gameplay. By analyzing key team statistics, it examines how accurately outcomes can be forecasted and whether the early stages of the game are truly decisive. |
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