Browsing Bachelor Thesis - Industrial and Systems Engineering by Author "Dao, Vu Truong Son"
Now showing items 1-20 of 38
-
An Analysis Of Vocal Features For Parkinson's Disease Classification
Nguyen, Hoang Van Anh (2021)Parkinson's Disease is no longer a strange concept when addressing neurological condition that specifically causes uncontrollable movements. According to estimation, roughly ten million individuals worldwide have had or ... -
Application Of Machine Learning In Failure Time Prediction Of Computer Cooling Fan
Pham, Duc Toan (2022-10)Machines are essential in both life and production. For life, a machine that performs efficiently and smoothly contributes to the replacement of many labors, decreasing workload and raising productivity. For production, ... -
Application of machine learning in machine failure prediction
Dinh, Thi Hong Vui (2022)Maximizing the life of machine is one of a manufacturer's key concerns. Machine failures might result in production line interruptions and expensive repairs. Therefore, manufacturing industries need solutions to save ... -
Application of machine learning in moisture content prediction of coffee drying process
Tran, Thanh Thuy (2022)Humidity prediction is not only the key success factor in maintaining product quality and shelf life but also an opportunity to save energy and steam in drying technology. The purpose of this thesis is to determine the ... -
Apply Machine Learning In Sales Prediction And Aggregate Planning: A Case Study Of The Automobile Industry
Pham, Dong Kha (2022)Nowadays, sales of the automobile industry the in Vietnam market have grown exponentially over the years. Therefore, the demand for car products is also increasing over time, this requires a timely response from suppliers. ... -
Applying Combinatorial Particle Swarm Optimization In Nurse Rostering Problem
Ta, Lan Phuong (2020-08)As the global pandemic named “coronavirus” brings the world to a collective gloom, each country’s national health service workers move heaven and earth, daily, to save lives. However, as the positive cases keeps skyrocketing, ... -
Applying Feature Selection To Enhance Neural Network Performance: A Case Study Of Mango Leaves' Diseases Recognition
Pham, Nhat Tan (2020-08)Today, Deep Learning (DL) has transformed many major industries. Agriculture is one field where DL scientists and researchers are working with farmers to help them utilize the shrinking resources due to urbanization. ... -
Applying Genetic Algorithm In A Joint Decision Problem Of Inventory Optimization And Order Allocation In An Omnichannel Retailer
Vu, Hoang Lam (2023)Since e-commerce has become a popular trend for businesses to reach more customers, many retailers are gradually evolving into omnichannel retailers which can merge offline and online and offer a variety of shopping ... -
Applying Grey Wolf Optimization In Solving The Nurse Scheduling Problem
Le, Nguyen Hoang Ngoc (2020-08)The Nurse Scheduling Problem (NSP) has been a widely studied research topic in the last several decades. It is defined as the operation research of allocating shifts to available nurse over a planning period, typically ... -
Applying Harris Harris Hawks Optimization In Economic Load Dispatch Problem
Le, Thi Thu Thao (2020-08)This article presents a new approach to solve economic load dispatch (ELD) problems with smooth and non-smooth cost functions, using the proposed Harris Hawks (HHO) optimization technique. Real-world ELD problems have ... -
Applying Particle Swarm Optimization Algorithm For Unequal Facility Layout Problem
Tran, Ngoc Yen Vi (2020-08)The Unequal Area Facility Layout Problem (UA-FLP) is an important relevant subset of facility planning issues due to its practical applications in the production, service, and construction fields. Although there have ... -
Automated Tradings System For Cryptocurrencies Using Amazon Cloud Computing
Vo, Manh Tien (2023-03)This study analyzed the performance of three different models: Autoregressive Integrated Moving Average, Support Vector Machine, and Artificial Neural Network. The study utilized three performance metrics: Mean Absolute ... -
The berth allocation and quay crane assignment problem: A case study in Cat Lai Newport
Vu, Minh Hoang (2022)The world economy is going down because of the covid 19 pandemic, the volume of goods moving by sea will decrease slightly in a short time, but in the long-term trend will still grow strongly. Vietnam's seaport system ... -
Constructing multiple choice tests from question banks using swarm based optimization
Tran, Thi Hoang Ngan (2022)In this thesis, a popular swarm-based optimization is proposed to construct numerous multiple-choice tests from different question banks which can satisfy different criteria which is called Artificial Bees Colony (ABC) ... -
Customer Churn Prediction In Telecommunication Industry Using Application Of Machine Learning
Vo, Xuan Mai (2023)The concept of customer churn in telecommunications is important because it can help organizations better understand their customers' needs and preferences. It can also be used to develop more effective marketing strategies ... -
Customer Profitability Prediction In Online Retail Industry
La, Thi Thanh Thao (2020-08)This study investigates the prediction of customer profitability in business context with the aim of better interpreting the customer purchasing behavior and adopting proper selling strategy. In this paper, we also extend ... -
Deep Learning Based Prediction On Crop Yield Combined Autoencoder Long-Short Term Memory (Lstm) And Temporal Convolutional Network (Tcn)
Nguyen, Quynh Anh (2023)Population growth rate is experiencing unprecedently upward trend leading human to growing demand on food. While advancement in agricultural technology has been made, an important point is that we have limited natural ... -
Deep Learning For Time Series Forecasting: A Case Of Pharmaceutical Sales
Huynh, Ba Thanh (2023)The emerging necessity for mathematical prediction of future behavior in numerous scientific and practical domains, coupled with the growing abundance of historical data, entails the conception of reliable and efficient ... -
Defect Inspection For Casting Products Using Convolutional Neural Networks
Nguyen, Ngoc Han (2023)During and after completing conventional manufacturing processes, quality control is conducted with a view to confirming the integrity of the products. Vision-based inspection systems have been extensively adopted in ... -
Design Software For Mould Management: A Case Study At A Footwear Factory
Duong, Thi Kim Tuyet (2020-08)The purpose of this paper is to improve inventory management in shoes production process by applying manegement information system. A case study of adidas Sourcing Limited was adopted. The aim of this paper is to improve ...