International University Library Repository: Recent submissions
Now showing items 881-900 of 5981
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Deep Learning For Time Series Forecasting: A Case Of Pharmaceutical Sales
(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 ... -
Machine Learning Application In Movie Recommender Systems: A Case Study Of Movielens Website
(2023)Movie recommendation systems are an important part of modern online movie platforms, assisting users in findning relevant and personalized movie suggestions from large catalogs. Using the MovieLens-1M dataset, this thesis ... -
Analysis Of Priority Decision Rules Using Mcdm Approach For A Dual-Resource Constrained Flexible Job Shop Scheduling By Simulation Method
(2023)In the Dual-Resource Constrained Flexible Job Shop Problem (DRCFJSP), two different types of resources, such as workers and machines, are required to process each job's operations. The analysis and assessment of priority ... -
Prediction Of Customer Churn Risk In E-Commerce Retail Using Machine Learning
(2023)Identifying customer churn plays a vital role in the operation and expansion of any business. By identifying non-returning consumers, a company can learn why customers leave and can then tailor their marketing campaigns ... -
Optimization Of Order Picking Route - A Case Study Of Gemadept Warehouse
(2023)Order picking is the most time-consuming step in warehouse operation considered in this research with the aim to minimize and effectively contribute to the entire process of merchandise handling. The problem is shown and ... -
Machine Learning And Optimization Technique - Application In Demand Planning & Supply Planning - A Case Of Nestlé – Ice Cream Products
(2023)One of the most important processes that determines the entire success of the supply chain is Supply Chain Planning, which includes demand planning and supply planning. Specifically, the new century of big data gathered ... -
Application Of Preventive Scheduling For Project Scheduling With Uncertainties Problems
(2023)It is inevitable that project management has always been one of the most important aspects of the development of any corporation. In order to obtain successful innovations, the authority must maintain careful and diligent ... -
Analyzing The Strategies For Successful Implementation And Operation Of Ho Chi Minh City's Bus Rapid Transit System
(2023)Public transportation plays a significant role in the lives of human societies, influencing essential factors such as economic, social, cultural, and environmental aspects of the community. The bus rapid transit (BRT) ... -
Resource Sharing Vehicle Routing Problem Model For Municipal Waste Collection: A Case Study In Ho Chi Minh
(2023)Underdeveloped and developing countries face notable challenges in municipal solid waste (MSW) collection and transportation, as the volume of waste generated rapidly increases, while facilities and budgets remain limited. ... -
Vehicle Assignment Problem With Hard Time Window To Optimize The Total Cost A Case Study Of A Trucking Company
(2023)This thesis investigates the problem of vehicle assignment with time window constraints for Duy Phuc Trucking Company in South Vietnam. The company is currently grappling with high outsourcing costs, necessitating a ... -
Application Of Discrete-Event Simulation For Bottleneck Problems In Footwear Manufacturing: A Case Study Of Tbs Group Skechers Factory
(2023)Thai Binh Shoes Group is dealing with the problem of bottlenecks in their Skechers footwear manufacturing line due to overcrowding of materials in the machining sections. This has caused the overall system throughput to ... -
Supplier Evaluation And Demand Forecasting For Optimizing Order Allocation
(2023)This thesis offers a thorough model for supplier selection and order distribution for a sweet potato starch producing business that buys both purple and white sweet potatoes. The Analytic Hierarchy Process (AHP) is used ... -
Demand Forecasting And Inventory Management: A Case Study Of Hiep Thanh Phat Company
(2023)Hiep Thanh Phat Company often forecasts demand by simple linear regression and the company‟s forecasting is not accurate due to the high errors. Therefore, four methods such as Multiple Linear Regression, Decision Tree, ... -
A Two-Phase Approach In Planning And Scheduling In A Make-And-Pack Production
(2023)In this paper, the production planning and scheduling problem in the make-and-pack industry is studied and addressed via a case study from a liquid manufacturing company. This project aims to develop and integrate ... -
Application Of Vehicle Routing Problem With Time Windows On Optimizing Distribution Network - A Case Study Of Gemadept Corporation
(2023)This paper proposes a genetic algorithm approach to the vehicle routing problem with time windows (VRPTW). The VRPTW is a well-known combinatorial optimization problem in which a fleet of vehicles must serve a set of ... -
An Improved Model Based On Attnsleep For Sleep Stage Classification Using Single-Channel Eeg
(2023)This study advances the field of sleep stage classification by enhancing the performance of a deep learning model, AttnSleep. The methodology involved substituting the standard Multi-resolution Convolutional Neural Network ... -
Simulation Modeling Approach For Worker Assignment Problem In Cross-Docking Warehouse: A Case Study Of Cj Gemadept Logistics
(2023)Cross-docking is one of the best warehousing strategies, but it also faces some challenges in the supply chain. An ever-increasing and varied volume of goods and a multitude of suppliers must be intelligently managed and ... -
Supplier Selection And Order Allocation Decisions Problem: A Case Study Of Urc
(2023)In our study, we first concentrate on the characteristics of the supplier selection problem using a fuzzy-based hybrid approach based on historical information provided by the URC. This study utilizes three methods which ... -
Application Of Agent-Based Approach In Simulation Of Container Ship Stowage Problem
(2023)In order to demonstrate the impact of weight equilibrium stability on the containership, this thesis uses a graphic simulation tool for the issue of containership stowage at marine ports. The issue with container stowage ... -
Optimization Of Integrated Order Batching And Storage Assignment Problem: A Case Study Of Transimex Warehouse
(2023)Warehouse operations have a significant influence on total logistics costs and supply chain network. As a result, they should be optimized in a reasonable way to reduce the detrimental impact they may cause. The goal of ...