Bachelor Thesis - Computer Science and Engineering: Recent submissions
Now showing items 101-120 of 495
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Machine Learning-Based Prediction Of Cardiovascular Disease Risk Using Lifestyle Factors
(2024-03)In recent times, healthcare has become one of the most significant global concerns, especially following the COVID-19 pandemic. Chronic diseases, such as cardiovascular diseases (CVDs), remain a leading cause of mortality ... -
A New Approach For Musical Genre Classification Utilizing Cnn-Lstm With Muti-Feature Integration
(2023)This thesis investigates the task of music genre classification using a deep learning approach, combining the strength of the Visual Geometry Group Neural Network (VGGNet) and Long Short Term Memory (LSTM). This study ... -
Medical Diagnosis Models Of Stroke Prediction Using Electronic Health Records
(2024)Stroke is one of the most serious life-threatening medical conditions that occurs when the blood supply to part of the brain is cut-off. Stroke itself has so many sequelae. It can lead to lasting brain damage, long-term ... -
Global Knowledge-Aware And Local Attention-Aware Framework For Web Recommendation
(2024)In the modern day, news suggestions have emerged as the most widely used method for locating pertinent news content following the COVID-19 epidemic. Nevertheless, current approaches barely uncover underlying connections ... -
Develop Hepatitis C Diagnostic Models Using Resampling Techniques
(2024)This thesis explores the development of accurate predictive models for hepatitis C diagnosis by leveraging various machine learning algorithms and pre-processing techniques. The primary objectives of this study are to ... -
Commodity Recommendation Systems Using Deep Learning And Svd
(2024-01-24)The cloud era has led to an exponential surge in social media data, online news, and e-commerce. According to the latest estimates (Exploding Topics), 328.77 million terabytes of data are generated every single day. These ... -
Question Answering With Large Language Models
(2023)In the field of open-domain question-answering systems, Transformers, especially BERT - Bidirectional Encoder Representations from Transformers – a “state of the art (SOTA)” in Natural Language Processing (NLP), have ... -
Deep Learning Approaches For Visual Question Answering (Vqa) Vietnamese Application
(2024)Building models that can quickly adapt to new tasks using just a few annotated examples is an open challenge for multimodal machine learning research. It requires a lot of creativity and an understanding of the task, ... -
Emotion Recognition From Text Using Deep Learning
(2024)The existing research on emotion recognition from text has primarily focused on sentiment analysis, providing results in terms of polarity or numerical ratings. While these studies have significantly contributed to our ... -
Building And Improving A Seq2seq-Based Chatbot Model
(2024)Chatbots, or conversation agents, are software systems designed to generate responses based on given inputs, simulating conversations in text or voice. These systems are designed to mimic human-like interactions, providing ... -
Sentimental Analysis For Product Reviews Using Self-Attention Neural Networks
(2024)Sentiment analysis is now a vital technique for figuring out what customers think about products. The use of self-attention neural networks to analyze the sentiment of product reviews is investigated in this thesis. S ... -
Voice Control Otp Based Door Lock System
(2024-05)This project main objective is to further improve securities in residential housing and other facilities (government, bank, office) by using Arduino and SMTP and Voice recognition. During this project, I am planing to ... -
An administrative support system for faculty staff
(2023)Currently, many managerial positions are supported by applications, including both desktop and web-based applications. At the International University, various faculties and departments have implemented applications ... -
A system for academic curriculum management with event driven architecture
(2023)This thesis explores the development, implementation, and performance evaluation of an innovative academic curriculum management system leveraging event-driven architecture (EDA) in an international university context. ... -
A system for assignments evaluation with devops
(2023)Feedback for coding exercises following laboratory sessions is invaluable to every IT student. However, the process of fully evaluating student code assignments is complex and requires significant effort, which is why ... -
Reinforcement learning -based for recommender system
(2023)The widespread of E-commerce over the years leads to the dramatic growth of customers and products and poses some significant hurdles for recommender systems. It is required to develop new recommender system technologies ... -
A research on reconstruction and visualization of 3D objects on VR application
(2023)The research of digitizing real-world objects into data and reconstructing them in a virtual world has been made more advanced by the emergence of Virtual Reality (VR) technology. An utterly immersive and realistic ... -
A system for thesis report management and evaluation with event-driven architecture
(2023)At the end of each semester, instructors are tasked with grading a large number of thesis reports. Flaws in many of the submissions take longer to grade which increases their workload. This can be prevented by giving ...