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－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Po-Ya Hsu (YZU, Industrial Engineering and Management)
- Thesis:Service Analysis and Sentiment Prediction in the U.S. Airline Industry Using Text Mining and Natural Language Processing
- E-mail：yaya880719@gmail.com
－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Yu-Hsiang Lin (CYCU, Industrial Engineering and Management)
- Thesis: Integrating Machine Learning with Deep Learning toConduct Diagnostic Analytics for Semiconductor Assembly and Testing Equipment Health Management
- E-mail：hanksport@gmail.com
－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Yi-Sin Hsueh (NTHU, Industrial Engineering and Management)
- Thesis: Integrate Deep Learning and Goal Programming for Taiwan Stock Market Forecasting and Optimal Investment Portfolio
- E-mail：jeijayken@gmail.com
－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Hui-Hsin Cheng (NTHU, Interdisciplinary Program of Management and Technology)
- Thesis: Integrating Deep Learning with Goal Programming to Conduct Korea Stock Market Forecasting and Portfolio Optimization
- E-mail：huimoonstar@gmail.com
－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Wen-Yi Yang (CYCU, Industrial Engineering and Management)
- Thesis: Product Analysis and Sentiment Prediction for Smartphones Using Text Mining and Natural Language Processing
- E-mail：yee11150713@gmail.com
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Graduated in 2022
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－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Yu-Le Lu (YZU, Finance)
- Thesis: Sales Forecasting and Market-Share Estimation for Dynamic Random Access Memory
- E-mail：lusf1218@gmail.com
－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Chia-Jung Chang (NTUT, Industrial Engineering and Management)
- Thesis: Combining Social-economic Indicators and Environmental Factors to Forecast Air Quality Index
- E-mail：kenny103370055@gmail.com
－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Yi-Ting Lu (NKUST, Shipping and Transportation Management)
- Thesis: Combining Machine Learning with Data Envelopment Analysis to Conduct Demand Forecasting and Performance Management for Container Shippers and Bulk Carriers
- E-mail：jennifer115000@gmail.com
－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Tsung-Han Yen (THU, Industrial Engineering and Enterprise Information)
- Thesis: Combining Machine Learning with Data Envelopment Analysis to Conduct Sales Forecasting and Performance Management for Multinational Airlines
- E-mail：timothyyen19970916@gmail.com
－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Yu-Wei Ku (THU, Industrial Engineering and Enterprise Information)
- Thesis: Sales Forecasting and Market-Share Estimation for Central and Graphical Processor Units
- E-mail：a0981590393@gmail.com
－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Ji-Yu Liu (NKUST, Logistics Management)
- Thesis: Combining Feature Engineering and Deep Learning to Predict the Remaining Useful Life of Turbofan Engines
- E-mail：a0978979219@gmail.com
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Graduated in 2021
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－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Chih-Pin Hsu (NUK, Industrial and Business management)
- Thesis: Sales Forecasting and Demand Planning for Memory Industry
- E-mail：s98tjjh30903@gmail.com
－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Hsuan-Cheng Lin (CYCU, Industrial and Systems Engineering)
- Thesis: Considering Dynamic Competition and Technology Substitution and Diffusion to Forecast the Revenue of Semiconductor Firm
- E-mail：shawn097715@gmail.com
－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Chih-Chin Liu (YZU, Industrial and Systems Engineering)
- Thesis: Combining Dynamic Competition and Technological Innovation and Diffusion Model to Forecast the Panel Industry Revenues and Shipments
- E-mail：bahamut1119@gmail.com
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Graduated in 2020
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－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Jung-Hsuan Wang (YZU, Industrial Engineering and Management)
- Thesis: Revenue Forecasting for Retail stores and E-commerce platforms by Considering the Relationship between Economic Indicators and Dynamic Competitions
- E-mail：s1996322@gmail.com
－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Tzu-Ming Lu (YZU, Industrial Engineering and Management)
- Thesis: CPU and GPU Demand and Market Share Forecasting
- E-mail：m0753348.iem07g@nctu.edu.tw
－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Jian-Hong Li (YZU, Mechanical Engineering)
- Thesis: Demand Forecasting for Smartphone Shipments Considering the Dynamic Relationship and Economic Indicators
- E-mail：onigiri821130@gmail.com
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Graduated in 2019
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-
Name: Hsin-Hung, Chen(NCUE, Computer Science Industrial Engineering)
-
Thesis: Demand, Price and revenue forecasting for dynamic random access memory
and Conduct Stochastic Simulation
-
E-mail：s0054003@gmail.com
－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Jian-Yu, Chen(NTUT, Industrial Engineering & Management)
- Thesis: Combining Machine Learning and Time Series to Predict Revenue of Semiconductor Industry Chain
Downstream Consumer Electronics
- E-mail：a0970773530@gmail.com
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- Name: Ying Yun(NTHU, Industrial Engineering & Management)
- Thesis: Capacity planning and interactive dynamics for motherboard
Downstream Consumer Electronics
- E-mail：edward840707@gmail.com
－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Chun-Pao, Wang(NYUST, Industrial Engineering & Management)
- Thesis: Demand Forecasting for Consumer Electronics Considering the Dynamic Relationship
- E-mail：a0653318.iem06g@nctu.edu.tw
－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Zong-Ying, WU (FCU, Industrial Engineering & Management)
- Thesis: Price and revenue forecasting for flash memory
Downstream Consumer Electronics
- E-mail：suddan11224@gmail.com
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Graduated in 2018
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－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Tzu-Yu, Chen(CYCU, Department of Industrial and Systems Engineering)
- Thesis: Capacity Planning for Taiwan's Printed Circuit Board Industry Based on Demand Forecast of
Downstream Consumer Electronics
- E-mail：tzuyu10100@gmail.com
－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Yung-Sheng, Chang(NCHU, Bio-industrial Mechatronics Engineering)
- Thesis: Combining Data Mining and Time Series to Forecast Taiwan’s Machine-Tool Companies
- E-mail：jeses0926@hotmail.com
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Graduated in 2017
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－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Hao-Yu-Cheng(FJU, Department of Statistics and Information Science)
- Thesis: Using Time Series to Conduct Business Analytics and Performance Prediction for Taiwanese Computer Companies
- E-mail：gt152dly@hotmail.com
－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Ying-Hsien Chiang(YZU, Industrial Engineering & Management)
- Thesis: Combining Data-Analytics and Time Series to Forecast Semiconductor Companies of Taiwan
- E-mail：tony88012@yahoo.com.tw
－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Yu-Ting Teng(TKU, Department of Management Sciences)
- Thesis: Using Bayesian Belief Network to Perform Strategic Analysis and Stochastic Simulation for Taiwanese Computer Industry
- E-mail：judy5505a@gmail.com
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Graduated in 2016
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Graduated in 2015
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－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Shu-Hao Nien(YZU, Information Management)
- Thesis: Integrating Multiple Correspondence Analysis with Data Mining to Achieve Market Segmentation and Product Recommendation for Smart Wearable Devices
- E-mail：s52492001@gmail.com
－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Jia-Jie Zhuang(CCU, Information Management)
- Thesis: Combining Decision tree with Backpropagation Neural Networks to Forecast Corporate Performances
of Taiwanese Solar Industries
- E-mail：casonice@hotmail.com
－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Yu-Wei Jian(NCHU, Information Management)
- Thesis: Combining Balanced Scorecard with Data Envelopment Analysis to Assess Performance for Taiwanese Light Emitting Diode industries
- E-mail：sandy010612@hotmail.com
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Graduated in 2014
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- Name: Hsin-Tzu Chin(CGU, Information Management)
-
Thesis: Combine correspondence analysis and data-mining to conduct purchase forecating and market segmentation for smart watches
- E-mail: iampig920@hotmail.com
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Graduated in 2013
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- Name: Hsiao-Ting Wang(NCKU, Statistics)
-
Thesis:
A hybrid data-mining scheme to discuss customer churn management and
service portfolio design for the credit-card industry
- E-mail: judy-20039@hotmail.com
－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Hsin-Yu Feng(NTUST, Industrial Management)
-
Thesis:
Integrating decision tree with logistic regression to enhance customer
retention and explore key drivers of passenger's airline selection
- E-mail: judy-20039@hotmail.com
－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Gue-Sheng Tzeng(CYCU, Industrial Engineering)
-
Thesis:
Combining data-mining techniques with artificial neural networks to
forecast corporate performances of Taiwanese IC design companies: A
balanced scorecard perspective
- E-mail: zeng780717@gmil.com
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Graduated in 2012
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- Name: Ming-Yao Liu(THU, Industrial Engineering)
-
Thesis:
The Study on Brand Positioning Strategy of Smartphone Incorporating
Analysis Hierarchy Process and Multidimensional Scaling
- E-mail: wonbin76828@hotmail.com
－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Chao-Lung Lin(FCU, Industrial Engineering)
- Thesis: The Impact of Feature Selection and Feature Extraction on the Performance of Bankruptcy Prediction: A Comparative Study
- E-mail: chaolin1988@gmail.com
－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Jyun-Wei Wu(NCHU, Marketing)
- Thesis: Integrating Kano Model with Conjoint Analysis to Preference-based Segmentation and Product Design
- E-mail: wsh06@hotmail.com
－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－－
- Name: Chien-Yuan Tseng(NCU, Information Management)
- Thesis: Incorporation of feature selection into classification methods to construct a model for credit scoring prediction
- E-mail: ethan954003038@hotmail.com
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