Chuyên đề tốt nghiệp, Thư viện

Danh mục Chuyên đề Tốt nghiệp / Final Thesis – DSEB K62

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Bảo vệ ngày 15.6.2024

 

No ID Full name Name of thesis
1 11206700 Nguyễn Đức Quang Enhancing the MB Securities Ecosystem through Applications of Retrieval-Augmented Generation with Large Language Models
2 11207333 Nguyễn Anh Tú Towards Real-time AI-Powered Document Processing: A Multimodal Approach for Vietnamese Medical Prescriptions
3 11200489 Mai Xuân Bách Vietnamese Diacritics Restoration: Using Transformers and Large Language Models
4 11203096 Lê Huy Phong A Comparative Analysis of Models for Cryptocurrency Price Prediction
5 11207413 Trần Khả Uyên Novel feature engineering approach for click fraud detection
6 11205706 Bùi Hoàng Linh Customer Lifetime Value Prediction: Comparative Study of Machine Learning Models and Loss Functions
7 11206097 Lê Quốc Minh Customer Segmentation Analysis in the Vietnamese F&B industry: A Machine Learning Approach
8 11200365 Tống Thị Vân Anh Comparative Study of Machine Learning Approaches in Energy Forecasting: The Role of Data Processing Techniques
9 11202225 Nguyễn Thị Ngọc Linh Bud500: A Comprehensive Vietnamese ASR Dataset
10 11200021 Nguyễn Vũ Nhật An Stock Prediction of FPT Joint Stock Company Using XGBoost and LSTM Models
11 11200265 Nguyễn Thị Hồng Anh  Recommendation System in E-commerce using Machine Learning algorithms 
12 11200535 Quản Thanh Bình Classification of Customer Complaints at SendoFarm Using Machine Learning and Natural Language Processing
13 11204750 Huỳnh Lê Linh Đan Melodies from Machines: A Comparative Study of LSTM and CNN for Classical Composition
14 11204838 Nguyễn Minh Đức Product Matching for B2B E-commerce with Proxy-tuning Matching model and Approximate Nearest Neighbor Search
15 11202352 Nguyễn Hoàng Long Application of Supervised Machine Learning for Detecting Fraud in Credit Card Transactions
16 11205484 Nguyễn Quốc Huy Application of ARIMA and LSTM Models in Forecasting the VN-Index
17 11201976 Ngô Đoàn Kiên A cost-effective strategy to fine-tune large language models for question answer and multiple-choice question answer
18 11206452 Tống Lê Khánh Nhi Credit risk detection applying advanced machine learning models
19 11202545 Nghiêm Thị Ngọc Minh Graph-based approach in Anti-money laundering models
20 11202071 Trịnh Thị Hương Liên Enhancing Automated Essay Scoring_Integrating Machine Learning and Deep Learning Approaches
21 11202622 Mai Trà My Measuring Uncertainty Through Bayesian Neural Networks: An Application in Insurance Claim Cost Prediction
22 11200417 Trịnh Phương Anh NEU-MENTOR: A Text-to-SQL Chatbot powered by LangChain and Large Language Models
23 11202127 Hoàng Diệu Linh Deep Learning Plant Disease Detection: A Transfer Learning Approach with Lightweight Models
24 11204713 Phương Quỳnh Chi NEU-MENTOR: A Text-to-SQL Chatbot powered by LangChain and Large Language Models
25 11203041 Nguyễn Thị Kiều Nhung  Intelligent Product Matching in E-commerce Platform: A Deep Learning Approach in Integrating Visual and Textual Data Similarities
26 11208006 Đỗ Thùy Trang Advancements in Pneumonia Detection through X-ray Imaging using Deep Learning Models
27 11200745 Nguyễn Ngọc Đạt  Application of fine-tuned Large Language Model for Retrieval-Augmented Generation in economics
28 11207309 Chu Đức Trung Early warning model for credit fraud
29 11203028 Nguyễn Lan Nhung Business Analysis for DHP Product
30 11207388 Trần Danh Tường Text Summarization overview and hierarchical reinforcement approach in experiment.
31 11202844 Nguyễn Hải Ngọc Analysis and Prediction of Sales Revenue: Utilizing Tableau in Retail Business
32 11204971 Nguyễn Tuấn Duy Classification of Vietnamese Product Reviews in E-commerce using PhoBERT
33 11208164 Trần Thị Thu Trang Predicting Stroke Using Machine Learning
34 11201381 Trần Thị Hạnh  Sentiment-guided VN30 Future Contract Movement Prediction – Quantitative trading with machine learning applications
35 11192596 Nguyễn Bá Đăng Khôi classification song genres from audio data
36 11201638 Phạm Văn Hồng Applying Computer Vision To Automatically Recognize Traffic Signs
37 11201426 Nguyễn Thị Thanh Hiền Customer Segmentation Analysis Using The K – Means Unsupervised Learning Method
38 11204235 Vũ Đức An Constructing a chatbot – the integration of retrieval-augmented generation with GPT-3.5 turbo
39 11207334 Nguyễn Hoàng Tú Exploring the growth of american national debt: a data-driven analysis from reaganomics to present