Thesis and Dissertations

2020

Advisor:Dr. Chieh-Yuan Tsai Writer
A Travel Route Recommendation System Considering Visiting Time Lin-Yi Tai
Advisor:Dr. Chi-Yang Tsai Writer
Deep Evaluation on Reinforcement Learning Performance with Lead Time Sensitive Demand in Production Planning Li-Chieh Yeh

2019

Advisor:Dr. Chieh-Yuan Tsai Writer
The development of a diabetes health management chatbot Tai-Jung Chiang

2018

Advisor:Dr. Chi-Yang Tsai Writer
Using Computer Simulation to Optimize Lot Size in Printed Circuit Board Manufacturing Tsung-Jen Lee
Establishment of standard operating procedures for environmental qualification test failure handling procedures – A case study of A project Li-Chieh Yeh
Application of System Simulation to SMT Process Configuration in Flexible Circuit Board Production Yi-Mei Liu
Advisor:Dr. Chieh-Yuan Tsai Writer
A recurrent neural network travel route recommendation system based on geotagged photos Anthony Spence Peña
Mining photo sharing social media Information for personal landmark recommendation Wei-Chen Huang
A product recommendation system considering sentiment and implicit information Meng-Lin Li

2017

Advisor:Dr. Chi-Yang Tsai Writer
An Application of Back-Propagation Neural Network in Dry Film Photoresists Sales Forecasting: A Case Study of A Company Chin-Hsuan Chuang
Applying Backpropagation Neural Network In PET Film Sales Forecasting-A Case of K Company Han-Chang Lin
Discussion on the Integration of Supply Chain Management and Risk Inventory in Manufacturing Industry—A Case Study of A Company Chi-Hua Lee
Analysis of Production Decision with Lead Time Sensitive Demand Yi-Ju Huang
Application of Reinforcement Learning on Production Decision with Lead Time Dependent Demand Erickson
Application of Genetic Algorithm on Scheduling Problem in Roll to Roll Processing : A Case Study Hsiang-Ying Teng
Advisor:Dr. Chieh-Yuan Tsai Writer
An implicit rating based recommendation system: considering customer visiting sequence Jing-Yao Hung
Personalized tour recommender based on geotagged photo mining Gerardo M. Paniagua Chamorro
Applying deep learning based methods for cold start problem in recommendation systems Yi-Fan Chiu

2016

Advisor:Dr. Chi-Yang Tsai Writer
Topic map construction using bee colony algorithm Shu-en Tang
Advisor:Dr. Chieh-Yuan Tsai Writer
The Key Success Factors of Introducing Industry 4.0 in Industrial Computer Industry - Case study of F company Sheng-Min Lin
Pricing Policies in A Dual-Channel Supply Chain System with Green Sensitive Consumer Demand Wei-Jhong Ji
An implicit rating based recommendation system considering time information Ya-Ting Yang

2015

Advisor:Dr. Chi-Yang Tsai Writer
An Application of Case-Based Reasoning System for Material Delivery Forecast Wuen-Jeng Huang
Development of a research and development outsourcing evaluation model – A case study of consumer electronics Yu-Ying Wu
A Simulation Study on Inventory Record Inaccuracy in Two-echelon Systems Chang-Yu Hsieh
Dominate Retailer Supply Chain Coordination under Return and Buyback Policies Kuei-Feng Lee
Advisor:Dr. Chieh-Yuan Tsai Writer
Using FMEA & Weibull analysis to forecast the bearing lifetime of routing machine – a case study of a PCB Company Chih-Wei Cheng

2014

Advisor:Dr. Chi-Yang Tsai Writer
Application of Lean Production System on process improvement - A Case Study of a Color Filter Manufacturer Chia-Jung Tsai
Study on Sales System with Demand Affected by Delivery Lead Time Cheng-Yu Tu
Study on Sample product and Mass product scheduling problem with Parallel-Machine in Semiconductor industory Hui-Chun Tung
Optimal Inventory Allocation Policy with Product Substitution Ju-Yen Lu
Optimal Inventory Policy in Dual Channel Supply Chain with Sales Return Subsequent Processing Qiao-Kai Huang
The use of TPM improvement activities, improve production efficiency - In a Coil Center Industry San-Ho Hsu
Impact on the production line performance from the optimization assignment of the operator Ting-Nan Chuang
Using Mixed Integer Linear Programming to Solve Multi-Layer Films and Multi-Materials Planning Optimization Ying-Jyun Chen
Application of the Lean Production for the Materials Management Operations – A Case Study of A Company Chia-Li Peng
A Study of Supplier Selection Using VIKOR Method - A Case of the Automobile Manufacturing Hung -Chang Hsieh
The Use of Value Stream Mapping to Improve Primary Image Process in Printed Circuit Board - A Case Study of H Company Kuo-Feng Wang
An Application of Support Vector Regression in Forecasting Newspaper Business Demand Miguel Sandoval
Enhanced Mixed Integer Programming Formulations for Parallel Machines Scheduling with Machine Idle Time Yi-Chen Wang
Advisor:Dr. Chieh-Yuan Tsai Writer
A data mining approach for shelf-space allocation problem: considering customer moving paths and purchase behaviors Sheng-Hsiang Huang
An implicit rating based product recommendation system Sih-Wei Shen
Applying Sequential Pattern Mining Technique to Construct a Pairwise Sequence Similarity Kernel for Support Vector Machine Classifiers Yu-Yu Yao
Integrating data mining and social network analysis for the product-to-shelf assignment problem Chu-Sheng Chang
A Compound Method for Solving Sequence Classification Problems Chih-Jung Chen
Developing a Personalized Travel Route Recommendation System Considering Multiple Contextual Conditions Chen-Hsiang Chung
A cost-based pre-assembly recommendation system Tzu-Hao Lo

2013

Projects Writer
Using social network analysis to explore the trend of patent citation relationship – the case of smartphone Yi-Wen Liu
Applying Social Network Analysis for Classification and Performance Prediction – The Case of Patent Infringement Lawsuit in Pharmaceutical Industry Nguyen Ngoc An
Supply Chain Coordination under Return and Buyback Policies Pei-Yu Pai
A high-utility user behavior prediction model under mobile commerce environment Ming-Hung Li
Inventory Control in a Dual Channel Supply Chain with Product Returns Chakrit Chansukko
Benefit Analysis of Using RFID System on Document Management Ching-Yi Chang
Benefit Analysis of Using RFID System on Document Management Chen-Yi Peng
Integration of the Max-Min Fuzzy Delphi and Grey Situation Decision AHP Method in equipment supplier selection evaluation: A case study for TFT-LCDs manufacture Shu-Hsien Huang

2012

Projects Writer
Utilizing Analytic Hierarchy Process for Supplier Evaluation - an Example of Gasoline Dispenser Ying-Jen Chang
The Study of Anechoic Chamber Properties Using Ferrite Absorber Tiles Hsin-Chin Chang
Build a PSO-SA Optimization Classifier for the Imbalance Sequence Data Wen-Jen Lee
Developing a Location-Item-Time Sequential Pattern Mining algorithm for Personalized Route Recommendation Service Bo-Han Lai
Using ANP to evaluate RFID system adoption for manufacturing industry Chih-Hung Lin
Study on Coordinated Industrial Waste Disposal and Recycling Strategies with Multiple Plants and Multiple Types of Waste Che-Hsu Lin
Decision Making in a Supply Chain with Customer Return and Buyback Policies Pei-Hsian Peng
Application of Variable Neighborhood Search on IC Substrate Drilling Path Problem Chi-Ting Lin
Analysis of Direct Sale Channel with Lead Time Sensitive Demand Wei-Fan Chu

2011

Projects Writer
Production-Inventory Model with Production Waste Recovery Yu-Shan Peng
The research on implementation of information platform for packaging recycling operations in TFT-LCD industry Guo-Hung Deng
An Inventory Model of Equipment Spare Parts – A Case Study of Company A in TFT-LCD Industry Zong-Kai Hsu
A study on periodic maintenance of vacuum equipment-a case study of C Company Chun-Hung Lin
Recycling and Disposal Policies of Industrial Waste with Nonlinear Recycling Rate Hui-Min Tang
Applying Ant Colony Optimization Algorithms for a RFID Deployment System in Theme-Oriented Expositions Hui-Ting Chang
Build a PSO-SA Optimization Classifier for the Imbalance Sequence Data Wen-Jen Lee

2010

Projects Writer
Applying Sequential Pattern Mining Technique to Build an Optimized Classification Model for Time-interval Sequences Chun-Ju Chien
Joint Industrial Waste Recycling and Disposal Mechanism in Multiple Plants Settings Kuo-Wei Luo
Developing a Customized Recommendation System Based on Visiting Behavior Analysis Shang-Hsuan Chung
Application of MAX-MIN Ant System on IC Substrate Drilling Path Optimization Shih-Hsiung Wu
A Study on Replenishment Policies for Two-echelon Inventory Systems with Deteriorating Items Chiao-Yu Feng

2009

Projects Writer
A Study on the Relationship of Shift Work Change to Employees’ Work Adaptation and Performance - a Case Study of a TFT-LCD Factory Chun-Ying Lin
Applying Association Rule and Sequence Mining Technologies for Product-to-Shelf Assignment Problem Ji-Neng Jiang
Building a context-aware route suggestion system for museums Hsiao-Wei Li
Applying a two-stage simulated annealing algorithm for shelf space allocation problems Ming-Chang Wu
Waste disposal models for manufacturing firm and disposal firm Sugarla Edwin Nagaraj
Application of Genetic Algorithm on IC Substrate Drilling Path Optimization Chih-Hung Liu
A Genetic Algorithm Approach for Unrelated Parallel-Machine Scheduling Problems with Dividable Jobs Ya-Chiao Fan
Optimal Policies of Recycling, Storage and Disposal of Industrial Waste Keng-Liang Tsai
Identical parallel machine Scheduling Problems with Distribtive Manufacture You-Ren Chen
A mobile RFID system for multi-object searching Chen-Yi Huang
Simulation Study On Two-Stage Inventory Policies With Non-unit Sized Demand Hsing-Nung Liu
The Study of Anechoic Chamber Properties Using Ferrite Absorber Tiles Hsin-Chin Chang

2008

Projects Writer
Using Genetic Process Mining Technology to Construct a Time-interval Process Model (Chinese) I-Ching Chen
An effective common module mining method under cost considerations Yu-Ting Lo
Particle Swarm Optimization with Selective Regeneration Mechanism for Continuous Problems I-WEI KAO
Research on the Construction of a Case-Based Reasoning System for Outsourcing Expenses Forecasting - The case of DRAM Industry Chih-Wei Hsia
An Efficient Assignment Sequence Algorithm for the Multi-Stage Shelf Allocation Problem Meng-Jhen Lin
Applying Sequential Pattern Mining Technologies for a Context-Aware Museum Route Suggestion System Pei-Heng Lo
Applying Theory of Constraints to improve the overall effectiveness of equipment The case study of TFT-LCD industry Chih-Hsiu Liao
The application of Total Production Management and Knowledge Management with combine Yi-Chieh Chan
Development of Inventory Policies Subject to Non-unit sized Demands Yu-Ying Peng
A Memetic Algorithm Approach for Parallel Machine Tardiness Problem Jacob Calderon
The Key Success Factors of Management for IC assembly factory in Taiwan Wei-Lun Chen
A Study on Integration of Supply Chain Management and Information System Hui-Chiu Chang
Uniform Parallel-Machine Scheduling Problems with Constrained Resources Yi-Chen Wang
Control Policies of Production and Waste Disposal in a Production/Inventory System with Production Waste Han-Yu Wu

2007

Projects Writer
Uniform Parallel-Machine Scheduling Problems with Downward Compatible Machines — a Case Study of A Company Peng-Yuan Wei
Optimum Inventory Policy on Batch Process and Assemble System Yi-Chieh Ho
A Study on Different Inventory Record Inaccuracy Factors in Two-echelon Systems Yi-Wei Chang
A Branch and Bound for Unrelated Parallel-Machine Scheduling Problems with Constrained Resources Yu-Hua Lai
A Change Detection Method for Time-Interval Sequential Patterns Chao-Wen Lin
An effective common product structure mining method Chih-Jung Chen
The Study of Unrelated Parallel Machine with Multiple Processors Scheduling Problem in Semi-conductor Flip Chip Assembly House Tseng, Wei-Hsiang
Applying Lean Production to SMT Material Preparation Operations – A Case Study of G Company Yu-Chieh Kuo
Operational Efficiency Evaluation of Airports in Taiwan Using Data Envelopment Analysis Chung-Yu Chen
Developing a guiding system based on sequential pattern mining Ching-Chuan Hsiao

2006

Projects Writer
The individual cases company ducts into the benefit analysis research that the ERP results measures the index sign J-Wei Liao
Applying Sequential Pattern Mining Technologies for Behavior Change Detection Yu-Chen Shieh
Using A Multiple-GA Approach to Solve Batch-picking Problem: Considering the Travel Distance and Order Due Time Ting-Mei Huang
Optimal Replenishment Interval and Order Policy in Multi-echelon Inventory Systems Sung-Chun Yang
A Study on Replenishment Policies for Two-echelon Inventory Systems with Inventory Record Inaccuracy Ya-Mei Huang
Utilizing Analytic Hierarchy Process for Supplier Evaluation - an Example of Gasoline Dispenser Ying-Jen Chang

2005

Projects Writer
A Simulated Annealing Algorithm for Unrelated Parallel-Machine Scheduling Problem with Constrained resources Si-Nong Wu
Developing a Hierarchical Particle Swarm based Fuzzy Decision Tree Algorithm Fang-Jr Shiau
Developing an Optimal Fuzzy Association Rule Algorithm Yi-Ling Chen
Performance Evaluation of Inventory Classification Combine Multi-Item Inventory Management Chih-Ta Tsai
TheInfulance of Leadership Traits and Safety Culture on Safety Performance in a military aircraft maintenance organization - One of Northern Taiwan Air Force Base Jeu-Sheng Li
Simulation study on two-stage inventory policies with multiple items Yu-Jen Chang
A Study of Applying Sequential Pattern Mining to the College Entrance Examination Databases Yu-Huei Yen
Applying Association rule technique for SMT Failure analysis Chao-Ming Tsengr
A study of relativity between service quality of Technical Consultant Visit and customer satisfactory- A case study of the Army Repair Factory Fang-ya Chang
A Weighting Agglomerative All-means Clustering Algorithm and Its Applications Chuang-Cheng Chiu

2004

Projects Writer
Applying Data Mining Technology to Intrusion Dection System Chao-Hsiang Chang
Developing an Association Clustering Method for Multi-item Inventory Control Po-Wen Huang
Investigation on capability of sub-contractor and performance evaluation Shih-Chieh Chang
An Ant Colony Optimization Clustering Algorithm Jiun-Shiun Chen
Applying Optimal Fuzzy Decision Tree to Customer Relationship Management Chia-Yu Yeh
In accordance with the Enterprise Resource Integrate to built-in research of the multi-plant order distribution--Take the case of the optical communication industry Wen-Chang Chang
A Web Service Based Data Mining System Min-Hong Tsai
Multi-objective inventory classification using Particle Swarm Optimization Szu-Wei Yeh
Solving Order Assignment and Products Distribution Problems of A Multi-Plant System Using a Double Threshold Accepting Algorithm Pei-Ling Liu
Applying Emergency Order Policy toTwo-Echelon (R, S) Inventory System Wen-Ping Cheng
A Study of Maintenance Performance Indices for Taipei Metro Electrical Multiple Unit Using Balanced Scoring Card Method Kuo-Tung Chen

2003

Projects Writer
Applying Data Mining Technology to Enhance Customer Relationship Management in Credit Card Business Jing-Chung Wang
Optimization of the Series-Parallel System with the redundancy allocation problem using a hybrid ant colony algorithm Yu-Chen Huang
Just in time production analysis under re-engineering principle -A Touch panel factory case Chen,Kuang-Ta
Applying Genetic Algorithm and Weight Item to Association Rule Shu-Hsien Kung
Using Data Mining Techniques to Enhance Customer Relationship Management for Credit Card Gold Customers Li-Chun Chen
Using Fuzzy Association Rule Algorithms to Enhance New Product Development Chuang-Cheng Chiu

2002

Projects Writer
Applying Association Rule Technique to Product Design Shi-Jung Wang
Using IDEF Methodology Establish Refinery Industry Safety and Health Management System:Illustrate by Construction Safety management of Contractor Jan-Kuei Hiseh
The distribution network and inventory strategy in global logistics-The case study of industrial computing Albertt.Huang
A Study of the Competition relationship among Departments by Mining Association Rules between Departments in Examinee Future Intention Databases of the College Entrance Examination Che-Chih Yang
A QFD and FMEA Integrated Model Shen-Pao Hsu
A study of chemical warfare agents recognition using artifical nueral network Lain-Song Chen
A Multi-Echelon (R, S) Inventory System with Direct Shipment Kuang-Hao Lin
A Genetic Algorithm Approach for Unrelated Parallel-Machine Scheduling Problems with Constrained Resources Chih-Jye Tseng
An XML-based Knowledge Management System of Workflow Jun-Xian Huang
XML based Product Structure Management System of Virtual Enterprise Tsung-Yu Pan
Manufacturing Data Modelling and Cost Analysis of Printed Circuit Board Industryr Yung-Cheng Tang