唐麗英

Using Statistical Process Control to Construct a Control Model for Comprehensive Information Security

工業工程與管理學系・共同指導：張永佳

網路入侵偵測、安全軟體、風險管理、統計製程管制、Network Intrusion System、Secure Software、Risk Management、Statistical Process Control

Comparison of Various Clustering and Forecasting Methods for Estimating the Prices of Real Estate in Taipei

工業工程與管理系所・共同指導：張永佳

房地產價格、預測模型、極限梯度提升演算法、隨機森林法、最大期望演算法、Real Estate Prices、Forecast Model、XGBoost、Random Forest、EM Algorithm

Significance Analysis of the Current Accuracy of Reliability Tests for Mini LED Driver IC

管理學院工業工程與管理學程・共同指導：張永佳

Mini LED驅動晶片、封裝可靠度、顯著性分析、輸出電流、Mini LED driver IC、reliability test of IC packaging、significance analysis、output current

Using XGBoost Algorithm to Construct a Classification Model for PM2.5 Concentration Levels－ Case Study of Taichung and Changhua Cities

工業工程與管理系所・共同指導：張永佳

PM2.5、空氣污染、不平衡資料、反應曲面法、SMOTE、單邊篩選法、極限梯度提升、分類模型、Air Pollution、Imbalanced Data、Response Surface Method、Synthetic Minority Oversampling Technique、One-sided Selection、XGBoost、Classification Model

Integrating Integer Programming and Heuristics Algorithm to Solve the Storage Relocation Problem for a Unit-load Automated Storage and Retrieval System with Multiple Input/Output Stations

工業工程與管理系所・共同指導：張永佳

整數規劃法、演算法、儲位重整問題、自動倉儲系統、多裝卸站、Mathematical Programming、Heuristic Algorithm、Relocation Problem、Automated Storage and Retrieval Systems、Multiple Input/ Output Stations

Improvement Scheme for Assembly and Measurement Performance of Semiconductor Cleaning Industry - A Case Study of A Company

管理學院工業工程與管理學程・共同指導：李榮貴

半導體精密洗淨與再生、組裝、量測、戴明循環(PDCA)、五現主義、變異數分析、迴歸分析、Semiconductor precision cleaning and regeneration、assembly、measurement、Management cycle(PDCA)、five manifestism、analysis of variance、regression analysis

Using Design of Experiments to Improve the First Pass Yield of Power Level for Wireless Products – A Case Study of A Company

管理學院工業工程與管理學程・共同指導：王志軒

發射功率、實驗設計、直通率、無線網路、裸版測試、變異數分析、Power level、Design of experiments、First pass yield、Wireless fidelity、Bare version test、Analysis of Variance

Optimization of the Yield of the Cutting Process of LCD Glass and the Lifetime of Cutting Wheels – A Case Study of G Company

工業工程與管理系所・共同指導：李榮貴

反應曲面法、液晶顯示器切割製程、良率改善、刀輪壽命、望想函數、Response Surface Method、LCD Cutting Process、Yield Improvement、Cutting Wheel Lifetime、Desirability Function

Constructing the Tukey Control Chart for the Weibull Percentile of a Start-Up Process using Least Square Method and Bootstrap Methods

工業工程與管理系所・共同指導：李榮貴

韋伯分佈、複式模擬法、最小平方估計法、Tukey管制圖、Q管制圖、韋伯分佈之百分位數、新製程、Weibull distribution、Bootstrap methods、Tukey control chart、Q control chart、Percentiles of a Weibull distribution、Start-up process

Applying Cluster Analysis and Random Forest Algorithm to Build a Prediction Model for the Price of Real Estate –A Case Study of Real Estate Price in Kaohsiung

工業工程與管理系所・共同指導：林義貴

房地產價格、集群分析、隨機森林、逐步迴歸、The Price of Real Estate、Cluster Analysis、Random Forest Algorithm、Stepwise Regression

Using Design of Experiments to Determine the Optimal Parameters-Setting for an IC Etching Process-A Case Study of M Company

管理學院工業工程與管理學程・共同指導：王志軒

乾蝕刻、線寬均勻度、實驗設計法、Dry Etch、Critical Dimension Uniformity、Design of Experiments

Comparison on Various Estimation Methods of Weibull Lower Percentiles for Type I Censored Data

工業工程與管理系所・共同指導：李榮貴

韋伯分佈、百分位數、設限樣本、複式信賴區間、可靠度分析、Weibull distribution、Percentiles、Censored samples、Bootstrap confidence intervals、Reliability analysis

Constructing the Confidence Interval for C_Npm under Non-normal Distributions using Bootstrap Methods

工業工程與管理系所・共同指導：李榮貴

複式模擬法、複式信賴區間、統計製程管制、C_Npm製程能力指標、非常態分佈、Bootstrap simulation、Booorstrap confidence interval、statistical process control、C_Npm、Non-normal distribution

Using XGBoost Algorithm to Construct Yield Models for Wafers

工業工程與管理系所・共同指導：林義貴

晶圓良率、缺陷點、群聚圖案、良率預測模型、XGBoost、Wafer Yield、Defects、Clustering Pattern、Yield Model

Using Design of Experiments to Improve the Yield of Ultrasonic Welding Process on Gene Chips – A Case Study of A Company

管理學院工業工程與管理學程・共同指導：李榮貴

基因檢測、基因晶片、超音波熔接製程、實驗設計、反應曲面法、面心立方中心混成設計、Genetic Testing、Gene Chip、Ultrasonic Welding Process、Design of Experiment、Response Surface Methodology、Faced Center Cube Central Composite Design

Improving the Prediction Accuracy of Classification Model for Imbalanced Data using Modified Resampling Strategy and Random Forest Algorithm

工業工程與管理系所・共同指導：李榮貴

不平衡資料、實驗設計、重新取樣、隨機森林、反應曲面法、單邊篩選法、Imbalanced data、Design of Experiments、Resampling、Random Forest、Response Surface Methodology、Safe Level-SMOTE、One-sided selection

Enhancing the Effectiveness of Q Control Chart for a Start-up Process

工業工程與管理系所・共同指導：李榮貴

新製程、管制圖、Q統計量、滾動分群法、型二誤差、start-up、control chart、Q statistic、Rolling grouping method、Type II error

Using Design of Experiments to Determine the Optimal Parameters-Setting for a Computer Numerical Control Machine -A Case Study of X Company

管理學院工業工程與管理學程・共同指導：王志軒

上電極、微塵、電腦數值控制銑床、實驗設計、良率、刀具壽命、Upper Electrode、Particle、Computer Numerical Control、DOE、Yield、tool life

Constructing a Stock Trading Decision System using Tukey's Control Chart and Grey Forecasting Model

工業工程與管理系所・共同指導：李榮貴

股票買賣價格、Tukey管制圖、灰預測模型、決策系統、Stock Trading Price、Tukey Control Chart、Grey Forecasting Model、Decision System

Constructing an Individual-moving Range Control Chart for a Start-Up Burr Distributed Process using Bootstrap Methods

工業工程與管理系所・共同指導：李榮貴

新製程、Burr分佈、統計製程管制、個別值與移動全距管制圖、複式方法、平均連串長度、Start-up process、Burr Distribution、Statistical Quality Control、Individual-moving Range control charts、Bootstrap method、Average Run Length

Assessing the Performance of Four Shifts and Two Rounds in an IC Testing Company Using Data Envelopment Analysis– A Case Study of N Company

管理學院工業工程與管理學程・共同指導：洪瑞雲

資料包絡分析法、四班二輪、績效評估、IC測試廠、Envelopment Analysis、Four Shifts and Two Rounds、Performance Evaluations、IC Test Company

Constructing an Information Platform for Compling EU REACH Regulations -A Case Study of T Company

管理學院工業工程與管理學程・共同指導：王志軒

ECHA、REACH法規、統一塑模語言、資訊平台、環境保護、REACH regulations、UML、information platform、environmental protection

Determining the Optimal Group-Stock Portfolio using Self-Organizing Map and Mixture Experiment of Designs for Multiple Responses

工業工程與管理系所

混合實驗、自我組織映射圖、動態時間扭曲法、最佳股票投資組合、配方均勻設計、Mixture Experiments、Self-Organizing Map、Dynamic Time Warping、Optimal Group-Stock Portfolio、Formula Uniform Design

Constructing the Tukey Control Chart for the Weibull Percentile of a Weibull Start-Up Process using Maximum Likelihood Estimation and Bootstrap Methods

工業工程與管理系所

可靠度、複式模擬法、最大概似估計法、韋伯分佈、低百分位數、Tukey管制圖、Reliability、Bootstrap methods、Maximum Likelihood Estimation、Weibull distribution、Low percentile、Tukey control chart

Applying BLIEs Method to Construct a Bootstrap Control Chart for the Percentile of Start-Up Weibull Processes

工業工程與管理系所

複式模擬法、韋伯分佈、最佳線性不變估計法、百分位數管制圖、Bootstrap method、Weibull distribution、Best Linear Invariant Estimators、Percentile control chart

Improving the Test Yield of the Electrode for Zener Diode Product using Response Surface Methodology-A Case Study of T Company

管理學院工業工程與管理學程・共同指導：洪瑞雲

齊納二極體、半導體製程、反應曲面法、Zener Diode、Semiconductor Process、Reaction Surface Method

Analyzing the Impact of the US-China Trade War on Taiwan Stock Market

工業工程與管理系所

中美貿易戰、事件研究法、集群分析、股票篩選指標、US-China Trade War、Event Research Method、Cluster Analysis、Stock Screening Indicators

Analyzing the Reasons Why Taiwanese Travelers Choose the Domestic or Foreign Tourism

管理學院工業工程與管理學程・共同指導：王志軒

台灣旅客、旅遊動機、旅遊阻礙、旅遊滿意度、Taiwanese Tourists、Tourist Motivation、Travel Constraints、Tourist Satisfaction

Using ARIMA Analysis to Forecast the Wafer-Out Demand of a Foundry - A Case Study of A Company

管理學院工業工程與管理學程

晶圓需求預測、客戶行為、時間序列模型、Wafer demand forecast、Customer behavior、ARIMA model

Using Design of Experiments to Improve MEMS Pressure Sensor Recycle Rate of Shipping Material –a Case Study of B MEMS Foundry

管理學院工業工程與管理學程・共同指導：王志軒

MEMS 壓力感測器、部分因子設計、反應曲面法、變異數分析、MEMS pressure sensor、Fractional Factorial Design、Central Composite Design、ANOVA

Constructing Weibull Percentile Control Chart Using BLIEs

工業工程與管理系所・共同指導：李榮貴

Bootstrap法、低百分位數管制圖、Weibull分佈、可靠度分析、Bootstrap Method、Low Percentile Control Chart、Weibull Distribution、Reliability Analysis

Application of Poisson Regression Model and Negative Binomial Model on Tuberculosis-A case study of Taichung City

工業工程與管理系所・共同指導：李榮貴

結核病、卜瓦松迴歸、負二項迴歸、空氣汙染、過度離散、Tuberculosis、Poisson Regression、Negative Binomial Regression、Air pollution、Overdispersion

Constructing the Confidence Limits for the Capability Indices C_Npmk of a Non-normal Process using Bootstrap Methods

工業工程與管理系所・共同指導：李榮貴

統計製程管制、製程能力指標、複式模擬法、非常態分配、Statustcal Process Control、Process Capability Indices、Bootstrap Method、Non-normal Distribution

Feasibility Analysis of Reducing time For Verifying Product Reliability – A Case Study of A Company

管理學院工業工程與管理學程・共同指導：王志軒

高溫操作壽命測試、加速測試、多變量變異數分析、可靠性驗證、HTOL、Accelerated test、MANOVA、Reliability verification

Using Design of Experiments to Determine the Optimal Process Parameter-Setting for Reducing the Solder Resist Roughness-A Case Study of a Substrate Company in Taiwan

管理學院工業工程與管理學程・共同指導：王志軒

粗糙度、載板、防焊、實驗設計、反應曲面法、Roughness、Carrier、Solder resist、Design of Experiment、Response Surface Method

Constructing Control Limits for a Sensing System

工業工程與管理系所・共同指導：李榮貴

感應系統、複式模擬法、非常態分佈、個別值移動全距管制圖、Sensing System、Bootstrap、Non-normal Distribution、Individuals and moving range control chart

Development of a two-stage Re-sampling Strategy for the Classification of Imbalanced Data

工業工程與管理系所・共同指導：李榮貴

實驗設計、不平衡資料、重新取樣、雙反應曲面法、兩類別資料、多數加權少數增生、單邊挑選、Design of Experiments、Imbalanced data、Resampling、Dual Response Surface Methodologies、Two-class dataset、MWMOTE、one-sided selection

Constructing a Stock Trading Decision System Using Bootstrap Methods and Group Methods of Data Handling

工業工程與管理系所

股價預測、複式方法、自組性演算法、股票買賣價格、決策系統、Stock Price Forecast、Bootstrap Methods、Group Method of Data Handling、Stock Trading Price、Decision System

Predicting the Conversion Efficiency of Solar Power Generation in Taiwan

工業工程與管理系所・共同指導：洪瑞雲

再生能源、太陽能發電系統、預測模型、集群分析、逐步迴歸、自組性演算法、支持向量機、Renewable Energy、Photovoltaic System、Prediction Model、Cluster Analysis、Stepwise Regression、Group Method of Data Handling、Support Vector Machine

A Study of Factors Affecting the Solar Power Generation in South-central Taiwan and Construct a Prediction Model for Power Generation

工業工程與管理系所・共同指導：洪瑞雲

再生能源、太陽能發電系統、混合型預測模型、兩階段集群分析、逐步迴歸分析、極端梯度提升方法、Renewable energy、solar power systems、hybrid prediction model、two-stage cluster analysis、stepwise regression analysis、XGBoost

Constructing a Prepayment and Risk Assessment Integrated Model for Small-and-Medium Enterprises in Taiwan

工業工程與管理系所

中小企業、提前清償、風險評估、隨機森林、支持向量機、提前清償與風險評估整合模型、small-and-medium enterprise、risk assessment、prepayment、random forest、support vector machine、prepayment and risk assessment integrated model

Exploring Factors which Affecting the Implementation Rate of Capital Expenditure - A Case Study of M Company

管理學院工業工程與管理學程・共同指導：洪瑞雲

預算管理、資本支出、預算執行率、迴歸分析、Budget Management、Capital Expenditure、Budget Implementation Rate、Regression Analysis

Using DOE to Determine the Optimal Design of the Component Layout for mmWave PA Design -A Case Study of D Company

管理學院工業工程與管理學程・共同指導：洪瑞雲

最大震盪頻率、實驗設計、毫米波、fMAX、DOE、mmWave

Enhance the Strength of Semiconductor Wafers by Design of Experiments and Response Surface Methodology

管理學院工業工程與管理學程・共同指導：洪瑞雲

半導體晶片強度、半導體晶片漏電、實驗設計法、反應曲面法、晶片雷切製程、隱形雷切、Semiconductor Wafer Strength、Semiconductor Wafer Leakage、Design of Experiments Method、Response Surface Methodology、Wafer Cutting Process、Stealth Dicing Laser Cutting

Method for Reducing Variation of TFT-LCD Color Filter – A Case Study of I Company

管理學院工業工程與管理學程・共同指導：洪暉智

面板產業、工業化4.0、彩色濾光片製程、產品變異、田口方法、ANOVA、迴歸分析、負面圖、TFT-LCD industry、Industrialization 4.0、Color-Filter、Product Variation、Taguchi Methods、ANOVA analysis、Regression analysis、Negative Graph Reservation

Using Design of Experiments to Enhance the Critical Dimen-sion’s Stability in Etch Equipment Restarting - A Case Study of P Company

管理學院工業工程與管理學程・共同指導：洪瑞雲

晶圓、臨界尺寸、蝕刻製程、實驗設計、Wafer、Critical Dimension、Etch Process、Design of Experiments (DOE)

Establish a Investment Rule for stocks using the Hotelling T2 Multivariate Control Chart

管理學院工業工程與管理學程・共同指導：洪暉智

個股外資持股、個股成交量、Hotelling T2多變量管制圖、股票投資、台灣證卷市場、foreign shareholding of individual stocks、trading volume of individual stock、Hotelling T2 multivariate control charts、stock investment、Taiwan’s stock market

Using Design of Experiments to Determine the Optimal Parameters-Setting for the Process of Flexible Copper Clad Laminate – A Case Study of J Company

管理學院工業工程與管理學程・共同指導：洪瑞雲

軟性銅箔基板、實驗設計、中央混成設計、反應曲面法、FCCL、Design of Experiments (DOE)、Central Composite Design (CCD)、Response Surface Methodology ( RSM)

Applying MLE Method to Estimate the Low Percentile and Construct a Bootstrap Control Chart for the Low Percentile of a Start-up Weibull Process

工業工程與管理系所・共同指導：李榮貴

可靠度、複式模擬法、最大概似估計法、韋伯分佈、百分位數管制圖、Reliability、Bootstrap method、Maximum Likelihood、Weibull distribution、Percentiles

Using Design of Experiments to Improve Photolithography of Grating Process on DFB Laser Diode – a Case Study of A Company

管理學院工業工程與管理學程・共同指導：洪瑞雲

半導體雷射、DFB雷射、微影製程、實驗設計、中心混成設計、反應曲面法、Semiconductor Laser、DFB Laser、Lithography Process、Design of Experimental、Central Composite Design、Response Surface Methodology

Analyzing the Relationship between the Maximum Roughness and the Minimum Strength of Dice

管理學院工業工程與管理學程

晶圓級封裝、晶背研磨粗糙度、晶片強度、迴歸分析、檢測成本、Wafer Level Chip Size Package (WLCSP)、Back-grinding Roughness、Die Strength、Regression Analysis、Test Cost

Applying Kano Model to Explore the Preferences of Quality Characteristics of Smart Phones for Hearing Impairments

管理學院工業工程與管理學程・共同指導：洪瑞雲

Kano二維品質模式、智慧型手機、聽覺障礙者、品質偏好、問卷調查、Kano Two-dimensional Quality Model、Smart Phone、Hearing Impairment、Quality Preference、Questionnaire Survey

Using Design of Experiments to Determine Local Scrubber Optimal Parameter Setting

管理學院工業工程與管理學程

實驗設計、變異數分析、experimental design、analysis of variance

Establishing a Procedure for Failure Analysis and Reliability Evaluation of OBD-II Module- A Case Study of A Company

管理學院工業工程與管理學程・共同指導：洪瑞雲

車載診斷系統、可靠度、失效分析、失效模式效應分析、OBD-II、Reliability、Failure Analysis、FMEA

Improvement of Hold Lot Management-A Case Study of A Company

管理學院工業工程與管理學程・共同指導：洪瑞雲

半導體產業、半導體製程、批貨暫置、流程改善、PDCA、Semiconductor、Hold lot、Process improvement

Optimization of the Electricity Generating System using Solar Power - A Case Study of a Taiwanese Electricity Generating System

工業工程與管理系所

再生能源、太陽能發電系統、預測模型、逐步迴歸分析、反應曲面、Renewable Energy、Photovoltaic System、Prediction Model、Stepwise Regression、Response surface

Improving the Defect Detection for Image Data in a High-speed Mass Production Process using Convolutional Neural Network and Experimental Designs

工業工程與管理系所

品質管理、缺陷偵測、卷積神經網絡、影像處理、實驗設計、高速生產、Quality control、Defect detection、Convolutional neural network、Image processing、Experimental designs、High-speed production

Data Analysis for Determining Specifications of IC Products- A Case Study of A Company

工業工程與管理系所

規格界限、製程能力指標、品質管制、積體電路、Specification Limit、Process Capability Index、Quality Control、Integrated Circuits

Enhancing the Classification Model for Imbalanced Defect Patterns of Wafers using the Optimal Re-sampling Strategy

工業工程與管理系所・共同指導：洪瑞雲

多類別不平衡資料、重新取樣策略、晶圓缺陷群聚、雙反應曲面法、Imbalanced Data、Design of Experiment、Dual Response Surface Methodology、Wafer Defect Patterns、Classification Model

Applying Bootstrap Method to Construct Individual-moving Range Control Chart for Start-up process

工業工程與管理系所・共同指導：洪瑞雲

新製程、bootstrap模擬法、Weibull分佈、個別值與移動全距管制圖、Start-up Process、Bootstrap simulation method、Weibull distribution、Individual and moving range control chart

Applying Nonparametric Bootstrap Method to Construct Q Control Chart for Start-up process

工業工程與管理系所・共同指導：洪瑞雲

Bootstrap方法、Q管制圖、Weibull製程分佈、新製程、Bootstrap method、Q control chart、Weibull distribution、start-up process

Improving the Prediction Accuracy of Classification Model for Two Types of Imbalanced Data

工業工程與管理系所・共同指導：洪瑞雲

不平衡資料、重新取樣、實驗設計、雙反應曲面法、分類模型、兩類別資料、Imbalanced data、resampling、Design of Experiments、Dual Response Surface Methodologies、classification model、Two-class dataset

Developing the Tukey’s Control Chart for Monitoring the Percentile of a Start-up Weibull Process

工業工程與管理系所・共同指導：李榮貴

新製程、Weibull分佈、百分位數、Tukey’s管制圖、Start-up Process、Weibull distribution、percentiles、Tukey’s control chart

The Optimal Parameter Setting for Improving the Uniformity of the Electric Characteristic of the CVD Process for Forming the TFT Structure

管理學院工業工程與管理學程・共同指導：洪瑞雲

薄膜電晶體陣列製程、電漿輔助化學氣相沉積、良率、電性均勻度、田口方法、反應曲面法、TFT Array Process、Plasma Enhanced Vapor Deposition (PECVD)、Yield、Electric characteristic uniformity、Taguchi Method、Response Surface Method(RSM)

Using Design of Experiments to Decrease the Defective rate of the Optical Clear Adhhesive –a Case Study of B Company

管理學院工業工程與管理學程・共同指導：洪瑞雲

光學膠、實驗設計、中央混成設計、反應曲面法、Optically Clear Adhesive、Design of Experiments、Central Composite Design、Response Surface Methodology

Applying SVM to Construct a Solar Power Generation Prediction Model in Taiwan

工業工程與管理系所・共同指導：洪瑞雲

再生能源、太陽能發電系統、預測模型、支持向量機、逐步迴歸、Renewable Energy、Photovoltaic System、Prediction Model、Support Vector Machine、Stepwise Regression

Using Design of Experiments to Improve the Amount of Waste Materials in Food Packaging Process -A Case Study of Y Company

管理學院工業工程與管理學程

實驗設計、隨機集區設計、印刷收縮標籤、Design of Experiments、Randomized Complete Block Design、Shrinkable label

Using Design of Experiments to Determine the Optimal Parameters Setting for Photovoltaic Conductor Paste

管理學院工業工程與管理學程・共同指導：洪瑞雲

太陽能電池導電漿、實驗設計、中央混成設計、反應曲面法、photovoltaic conductor paste process、DOE、RSM

Using Design of Experiments to Improve the Strip Quality of the Touch Panel in Roll-To-Roll Production Mode - a Case Study of G Company

管理學院工業工程與管理學程・共同指導：洪瑞雲

觸控面板、捲對捲生產模式、實驗設計、中央混成設計、反應曲面法、剝膜製程、Touch Panel、Roll-to-Roll(RTR) Production Mode、Design of Experiment (DOE)、Response Surface Methodology(RSM)、Central Composite Design(CCD)、STRIP Process

Improving Adhesive Rate in the Die Bonding Stage of Assembly Manufacturing Process using Design of Experiments– A Case Study of P Company

管理學院工業工程與管理學程

半導體產業、半導體封裝製程、實驗設計法、變異數分析、黏合不良率、semiconductor industry、assembly process、Design of experiments、ANOVA analysis、adhesion defect rate

Using Design of Experiments to Reduce the Pretest Failure Rate in the Burn-in Process- A Case Study of Z Company

管理學院工業工程與管理學程・共同指導：洪瑞雲

預燒製程、實驗設計、反應曲面、Burn-in Process、Design of Experiments (DOE)、Response surface methodology (RSM)

Reducing Solder Splash Defect during SMT Process in System-in-Package using Taguchi Methods - a Case Study of X Company

管理學院工業工程與管理學程・共同指導：洪瑞雲

系統級封裝、表面黏著技術、濺錫不良、田口方法、System-in-Package (SiP)、Surface Mount Technology (SMT、Solder Splash Defect、Taguchi Methods

Using Bootstrap method to Estimate the Percentile of Weibull Distribution

工業工程與管理系所・共同指導：洪瑞雲

Weibull分佈、百分位數、Bootstrap信賴區間、可靠度數據、Weibull distribution、percentile、Bootstrap confidence interval、reliability data

Quantification of Uncertainty for Greenhouse Gases Emission Estimates using non-parameter Bootstrap method under Burr Distribution

工業工程與管理系所

溫室氣體、排放量、常態分配、非常態分配、不確定性、信賴區間、bootstrap method、greenhouse gases、emissions、normal distribution、non-normal distributions、uncertainties、confidence intervals

Risk Assessment of Fine Particulate Matter on Acute Respiratory Diseases in Taiwan

工業工程與管理系所・共同指導：李榮貴

相對風險值、呼吸道疾病、空氣汙染、懸浮微粒、卜瓦松迴歸、Relative Risk、Respiratory Diseases、Air Pollution、Particle Matter、Poisson Regression

Constructing R chart for the Burr Process Using Non-parametric Bootstrap Method

工業工程與管理系所

複式信賴區間、Bootstrap模擬法、Bootstrap管制圖、R管制圖、Burr分佈製程、Bootstrap confidence intervals、Bootstrap simulation method、Bootstrap control chart、R chart、Burr distribution

Applying Non-parametric Bootstrap Method to Construct x-bar Control Chart for Burr Distribution process

工業工程與管理系所

bootstrap模擬法、bootstrap管制圖、x-bar 管制圖、Burr製程分佈、bootstrap simulation method、ootstrap control chart、x-bar control chart、Bur distribution

Exploring the Impact of Air Pollutants and Weather on Outpatients of Respiratory Diseases in Taichung

工業工程與管理系所・共同指導：李榮貴

空氣汙染、呼吸道疾病、氣候變遷、逐步迴歸分析、自組性演算法、就診次數預測模型、air pollution、respiratory diseases、climate change、stepwise regression、GMDH、prediction model of outpatient

Optimizing Dispensing Process of LED Package

管理學院工業工程與管理學程・共同指導：陳勝一

發光二極體、封裝、點膠製程、田口方法、反應曲面法、LED、Package、Dispensing、Taguchi's Method、Response Surface Method

Applying Support Vector Regression Method to Establish Prediction Model for Stress Testing of Dengue Epidemic

工業工程與管理系所・共同指導：李榮貴

支援向量迴歸、預測模型、登革熱、人口流動因子、壓力測試、Support Vector Regression、Prediction Model、Dengue Fever、Population Mobility Factor、Stress Test

Dispatching Rule For Photolithography Machines in Wafer Fab-Case Study of A Company

管理學院工業工程與管理學程・共同指導：洪瑞雲

黃光微影製程、垂直綁機、實驗設計、派工法則、Design of Experiments、Photolithography、Vertical Designation Machine Situation、Dispatching rule

Using Six Sigma to Improve Yield of Cutting Process of Carbon Fiber for Bicycle Manufacturing -A Case Study of B Company

管理學院工業工程與管理學程・共同指導：洪瑞雲

六標準差、DMAIC、自行車、碳纖維布料裁切製程、複合材料、良率、Six Sigma、Bicycle、Carbon Fiber Cutting Process、Compound Material、Yield

Quantification of Uncertainty for Emission Estimates using Bootstrap Methods

工業工程與管理系所

Bootstrap method、greenhouse gases、emissions、normal distribution、non-normal distributions、uncertainties、confidence intervals

Applying Entropy Weighting Method and Grey Theory to Optimize Multi-response Problems

工業工程與管理系所・共同指導：洪瑞雲

實驗設計、多品質最佳化、灰色理論、熵權重法、雙反應曲面法、Design of Experiments、Optimization of Multi-Response、Grey Theory、Entropy Weight Method、Dual Response Surface Methodology

Improving the Prediction Accuracy of Classfication Model for Multi-Class Imbalanced Data

工業工程與管理系所・共同指導：洪瑞雲

不平衡資料、重新取樣、實驗設計、反應曲面法、自組性演算法、Imbalanced Data、Re-sampling、Design of Experiments、Response Surface Methodology、Group Method of Data Handling

The Prediction Model of Replacing Time for Water Meter in Taiwan

工業工程與管理系所・共同指導：洪瑞雲

水表準確度、集群分析法、自組性演算法、Accuracy of Water Meter、Cluster Analysis、Group Method of Data Handling

Using Grey Markov and Genetic Programming to Construct Energy Consumption Forecasting Models

工業工程與管理系所

能源消耗量、灰色理論、GM(1、1)、馬可夫鏈、基因規劃法、預測模式、Energy Consumption、Grey Theory、Markov Chain、Genetic Programming、Forecasting Models

Estimating Measuring Error of Water Meter for Water Users in Taiwan

工業工程與管理系所・共同指導：洪瑞雲

水表計量誤差、水量計不準度、自來水用戶、迴歸分析、Water Meter Error、Water Meter Inaccuracy、Water users、Regression Analysis

Constructing of Multivariate Control Charts using Desirability Function

工業工程與管理系所

統計製程管制、管制圖、望想函數、Statistical Process Control、Control Chart、The Desirability Function

Using Non-parametric Bootstrap Method to Construct R Chart for Monitoring the Lognormal Process

工業工程與管理系所・共同指導：洪瑞雲

Bootstrap模擬法、Bootstrap管制圖、R管制圖、lognormal製程分佈、Bootstrap method、Bootstrap confidence intervals、Bootstrap control chart、R chart、Lognormal distribution

Using Design of Experiments to determine the Optimal Parameter Settings for Non-Contact Alignment Technology of Panel Manufacturing Companies

管理學院工業工程與管理學程

非接觸式配向、聚合物安定化配向、反應曲面法、中央合成設計、實驗設計、Design of Experiment、Polymer-stabilized Alignment、Response Surface Methodology、Central Composite Design

Using Taguchi Methods to Improve the Glue Residual Problem of Elastic Cloth Tape- A Case Study of V Company

管理學院工業工程與管理學程

品質改善、田口方法、彈性貼布製程、殘膠、Quality improvement、Taguchi methods、Elastic cloth tape Process、Glue residual

Improving the Lead-Free Solder-Paste Quality in Printing Process using Design of Experiments–A case Study of D Company

管理學院工業工程與管理學程

錫膏印刷、實驗設計、2k全因子實驗、Soler printing process、Design of Experiments、2k full factorial Experiment

Improvement on the wafer uniformity of CMP process using Designed Experiments - A Case Study of U Company

管理學院工業工程與管理學程

化學機械平坦化製程、摩爾定律、實驗設計、變異數分析、晶圓平坦度、Chemical Mechanical Planarization Process、Moore's Law、Design of Experiments、variance analysis、wafer uniformity

Improving the Test Yield of Microphone from Micro Electro Mechanical Systems using Design of Experiments

管理學院工業工程與管理學程

半導體產業、微機電系統、麥克風、實驗設計法、隨機集區設計、Micro Electro Mechanical Systems、Microphone、Design of Experiments、Randomized Complete Block Design

The Off-line and On-line Control System for Automated Cementing Process of Shoe Manufacturing Industry

工業工程與管理系所

製鞋業、實驗設計、望想函數、多量測點、多品質變異來源、三階段管制流程、ACUSUM-C管制圖、Shoe Manufacturing Industry、DOE、Desirability Function、Multiple Readings、Multiple source of variation、three-stage control system、ACUSUM-C control chart

Estimating Type I Truncated Data from Designed Experiments Using Tobit Model

工業工程與管理系所・共同指導：洪瑞雲

截斷資料、Tobit模型、實驗設計、田口方法、QD方法、Truncated data、Tobit model、Design of Experiments、Taguchi methods、QD method

Developing a Prediction Model of Manufacturing Cost for the Drive IC Packaging Company-a Case Study of X Company

管理學院工業工程與管理學程

驅動IC封裝測試、製造成本、迴歸分析、預測模型、Drive IC packaging、Manufacturing Cost、Multiple Regression Analysis、Prediction model

Analysis of product quality,customer satisfaction and customer loyalty of smart phone

工業工程與管理系所・共同指導：洪瑞雲

產品品質、顧客滿意度、顧客忠誠度、多變量分析、Product quality、Customer satisfaction、Customer loyalty、Multivariate analysis

Constructing Yield Models for Various Defect Patterns using GMDH

工業工程與管理系所・共同指導：洪瑞雲

晶圓良率、缺陷點、群聚現象、良率預測模型、自組性演算法、Wafer yield、Defects、Clustering、Yield model、Group Method of Data Handling

The Comparison among Stress Testing Models under Different Asset Allocations

工業工程與管理系所・共同指導：洪瑞雲

風險值、極端事件、壓力測試模型、市場風險、投資、資產配置比例、Value at Risk、Extreme event、Stress Testing、Market Risk、Investment、Ratio of assets for investments

Improving the Management Strategy of a Hospital using the Balanced Scorecard Questionnaire:A Case Study of a Middle-Size Public Hospital X in Taiwan

工業工程與管理系所・共同指導：洪瑞雲

平衡計分卡問卷、經營策略、醫院、Balanced Scorecard questionnaire、Management Strategy、hospital

Deciding the Proper Trading Price for Taiwan Stocks using Rolling-Bias Corrected and Accelerated Bootstrap Confidence Intervals

工業工程與管理系所

複式模擬法、複式信賴區間、股票投資、Rolling、BCa Bootstrap、Confidence intervals、Share price estimate

Constructing a Stock Trading Decision System using Rolling Grey Forecasting Model and Group Method of Data Handling

工業工程與管理系所

股票買賣價格、滾動灰預測模型、自組性演算法、技術指標、決策系統、Stock Trading Price、Rolling Grey Forecasting Model、Group Method of Data Handling、Technical Indices、Decision System

Using Design of Experiment to Improve Film CTP FPY- Case Study of I Company

管理學院工業工程與管理學程

薄膜式觸控面板、實驗設計、直通率、變異數分析、Film capacitance type touch panel、Design of experiment、First pass yield、Analysis of Variance

Using Design of Experiment to improve full on Particle Problem in CMOS Clean Process-Case Study of T Wafer Packaging Company

管理學院工業工程與管理學程

CMOS影像感測器、微塵物附著、實驗設計、變異數分析、CMOS image sensors、Particle adhesion、DOE、ANOVA

Constructing a Prediction Model for the Total Auction Sales of Flower Market in Taiwan

工業工程與管理系所・共同指導：梁高榮

花卉、拍賣量、拍賣均價、拍賣銷售總額、ARIMA模型、成份分解法、Flowers、Auction amount、Average auction price、Total auction sales、ARIMA model、Decomposition method

Use of Chinese Postman Algorithm to develop an alternate Conformance Testing: Taiwan 4G telecom License for auctioning SoftwareUsing of Chinese Postman Algorithm to develop a Conformance Testing System for software: A case study of Conformance Testing for Auction Software Taiwan of 4G Telecom License

工業工程與管理系所・共同指導：梁高榮

斐氏圖、規範測試、中國郵差演算法、IDEF、Fleury’s演算法、第四代行動通訊執照、可達圖、Petri Net、Conformance Testing、Chinese Postman Algorithm、Fleury’s Algorithm、4G Licenses for Mobile Telecommunication、Reachability Graph

Assessing the Effectiveness of Bootstrap Control Chart for Monitoring the Process Mean for Lognormal Distribution

工業工程與管理系所・共同指導：洪瑞雲

複式模擬法、複式信賴區間、bootstrap管制圖、X-bar 管制圖、對數常態分佈製程、Bootstrap simulation method、Bootstrap confidence intervals、Bootstrap control chart、X-bar chart、Lognormal distribution

Feasibility Analysis of OpenCourseWare on Smart Phones

工業工程與管理系所

智慧型手機、開放式課程、Kano二維品質模式、實驗設計、滿意度、學習成效、Smart phone、OpenCourseWare、Kano model、DOE、Satisfaction、Learning effect

Development of Performance Indicators for Childcare Institutions –A Case Study of a Baby Daycare Center in HsinChu City

管理學院工業工程與管理學程

平衡計分卡、PDCA管理模式、評鑑、托嬰中心、績效指標、Balanced scorecard、Evaluation、Baby daycare cente、Performance indicators

Applying DEA to Evaluate Four-Shift-Four-Round Performance of an IC Fab

管理學院工業工程與管理學程

資料包絡分析、四班二輪、績效評估、Data Envelopment Analysis、Four-Shift-Four-Round、Performance Evaluations

Applying Kappa Analysis Method in Assessing the Attribute Agreement of Inspectors-A case study of a Semiconductor Testing House

管理學院工業工程與管理學程

量測系統分析、誤警率、失誤率、目視檢查、MSA、False Alarm Rate、Miss Rate、Visual Inspection

Competitive Strategy of Optical Components Supplier for Mobile Phone

管理學院工業工程與管理學程

光學零組件、競爭策略、策略三構面、SWOT分析、四個競技場、optical component、competitive strategy、Three Dimensions of Strategy、SWOT analysis、Strategy Arenas Theory

Forecasting Energy Consumption using Vector Autoregression and Genetic Planning

工業工程與管理系所・共同指導：李榮貴

向量自我迴歸、遺傳規劃法、能源消耗量、Vetor Autoregression、Genetic Planning、Energy consumption

Constructing a Hybrid Prediction Model for Exchange Rate

工業工程與管理系所・共同指導：李榮貴

匯率、時間序列分析、灰色系統理論、遺傳規劃法、exchange rate、time-series analysis、grey system theory、genetic programming

Optimizing Cementing Process of Shoe Manufacturing Industry

工業工程與管理系所・共同指導：李榮貴

製鞋業、實驗設計、雙反應曲面法、多量測點、Shoe manufacturing industry、DOE、DRS、Multiple Readings

Methods of Quantitative Project Management with Small Sample for Software Industry

工業工程與管理系所

量化專案管理、隨機最佳化模型、無母數方法、Q管制圖、少量樣本、不確定性估計、quantitative project management、stochastic optimization model、nonparametric method、Q chart、small sample size、uncertainty estimation

Developing a Two-phase Model for Selecting Green Supplier for Product Part Change

工業工程與管理系所

產品零件變更、綠色零件供應商評選、模糊層級分析法、人工免疫系統、粒子群演算法、Product Part Change、Green Supplier Selection、Fuzzy Analytic Hierarchy Process、Artificial Immune System、Particle Swarm Optimization

Constructing An Energy Consumption Model using GMDH and Modified Grey Model.

工業工程與管理系所・共同指導：李榮貴

能源消耗量、經濟變數、自組性演算法、灰色理論、殘差修正灰預測、energy consumption、GMDH、grey model

Optimal Re-sampling Strategy for Multi-Class Imbalanced Data

工業工程與管理系所

多類別不平衡資料、重新取樣策略、實驗設計、雙反應曲面法、Multi-Class Imbalanced Data、Re-sampling Strategy、DOE、DRS

Constructing a Multivariate Time-Series Prediction Model for Weighted Index of Taiwanese Stock Market using Business Monitoring Indicators

管理學院工業工程與管理學程

多變量時間序列、景氣對策信號、股市預測模型、Multivariate time series、Business monitoring indicators、Prediction model of stock

Integrating RFID and Tablet PC to Check the Production Equipment of TFT-LCD

管理學院工業工程與管理學程

無線射頻辨識、平板電腦、生產設備巡查點檢、RFID、Tablet PC、Checking the Production Equipment

Selecting Subcontractor for Turn Key Service of a Semiconductor Wafer Foundry in Taiwan

管理學院工業工程與管理學程

委外廠商評選、層級分析法、半導體產業、Subcontractor appraisal、Analytic Hierarchy Process、Turn Key Service

Optimization of Multiple Responses using Grey Relational Analysis and Dual Response Surface Methodology

工業工程與管理系所・共同指導：李榮貴

實驗設計、灰關聯分析法、理想解類似度順序偏好法、雙反應曲面法、Design of Experiment、Grey Relational Analysis、Dual Response Surface Methodology

Multi-response Optimization Algorithm with Weight Setting

工業工程與管理系所・共同指導：李榮貴

多反應變數最佳化、實驗設計、望想函數、模糊理論、自組性演算法、Optimization of multi-response、Desirability function、Design of Experiments、Fuzzy theory、Group Method of Data Handling

Analyzing the Impact of Multitasking on Work Performance by Experiment

工業工程與管理系所・共同指導：李榮貴

多工、專案管理、Multitasking、Project Management

Forecasting Cycle Time for IC Foundries─ A Case Study of Company M

管理學院工業工程與管理學程

晶圓代工、生產週期時間、生產周轉率、逐步迴歸分析、預測模式、Cycle Time、Turn Rate、Stepwise regression、Forecasting Method

Using Rolling Grey Model in a SPC-EPC Process Control Feedback-System

工業工程與管理系所・共同指導：李榮貴

統計製程管制、工程製程管制、滾動灰預測模型、Statistical Process Control、Engineering Process Control、Rolling Grey Model

Scheduling Problems to Minimize Makespan and Total Completion Time in Flowshop Environment with Learning Effects

工業工程與管理系所・共同指導：洪瑞雲

流程式生產排程、學習效果、最大完工時間、總完工時間、Flowshop scheduling、Learning effect、Makespan、Total completion time

Constructing a Default Rate Forecasting Model with Leading and Lagging Effects of Economic Indicators

工業工程與管理系所・共同指導：洪瑞雲

領先效應、落後效應、違約率、向量自我迴歸、Leading Effect、Lagging Effect、Default Rate、Vector Autoregression

Multi-response Optimization of Cooling System with Cost Consideration

工業工程與管理系所・共同指導：洪瑞雲

散熱系統多品質最佳化、實驗設計、雙反應曲面、望想函數、Cooling System multi-response optimization、Design of experiment、Dual response surface method、Desirability Function

Economic-Statistical Design of X-bar Control Charts with Multiple Assignable Causes using Taguchi's Loss Function

工業工程與管理系所・共同指導：李榮貴

平均值管制圖、品質損失函數、經濟-統計性設計、基因演算法、X-bar control chart、Taguchi's loss function、Economic-statistical design、Genetic algorithm

Designing an Automatic Feedback System for Adjusting Photo Luminesce Wavelength of Light Emitting Diode

管理學院工業工程與管理學程

波長、溫度、回饋控制、LED、Temperature、Wavelength、Feedback Control

Constructing a Cumulative Failure-Time Prediction Model in Testing Period for Software

工業工程與管理系所・共同指導：洪瑞雲

軟體可靠度、灰色理論、滾動灰色預測模型、software reliability、grey theory、rolling grey forecasting model

Constructing a Management System for Thermal Management of Cloud Computing Data Center

工業工程與管理系所・共同指導：洪瑞雲

雲端運算、數據機房、散熱管理、回饋系統、Cloud Computing、Data Center、Thermal Management、Feedback System

Estimating the Cost of Completed Project using Gray Forecasting Method

工業工程與管理系所・共同指導：洪瑞雲

專案管理、實獲值管理、灰預測、Project Management、Earned Value Management、Gray Model

Multi-response Optimization for Cloud Computing Data Center Cooling System

工業工程與管理系所・共同指導：洪瑞雲

多品質特性同時最佳化、實驗設計、雲端數據機房散熱系統、加權主成份分析、反應曲面法、Optimization of Multi-response、DOE、Cloud Computing、Data Center Cooling System、WPCA、RSM

Improved Self-Starting Control Scheme for Start-Up Process

工業工程與管理系所・共同指導：李榮貴

自啟動、Q統計量、管制圖、滾動分群、Self-Starting、Q statistic、control chart、Rolling grouping method

Constructing a Software Development Processes Control System Using Weighted Principal Components Analysis and IMR Control Chart

工業工程與管理系所・共同指導：洪瑞雲

能力成熟度整合模式、統計製程管制、加權主成份分析、Capability Maturity Model Integration、High Maturity Levels、Software development process、Statistical Process Control、Weighted Principal Components Analysis

Applying Learning Curve of Yield on Production Scheduling of Solar Cell Manufacturing

管理學院工業工程與管理學程

太陽能電池、學習曲線、生產日程投料規劃、投料量、良率、Solar Cell、Learning Curve、Production Scheduling、input、Yield

Decision Making for Production Combination of TFT-LCD - A case study of A Company

工業工程與管理系所・共同指導：李榮貴

TFT-LCD、資料包絡分析法、績效評量、共同權重、生產組合、SBM模式、Data Envelopment Analysis、Production Performance、Common Weight、Production Combination、SBM

Establishing a Bottleneck Management Model for Wafer Fabrication Factories Using Northwest-corner Method

管理學院工業工程與管理學程

運輸問題、西北角法、產能規劃、靜態產能、瓶頸機台管理模式、Transportation Problems、Northwest-corner Method、Capacity Planning、Static Capacity、Bottleneck management model

Constructing a Management Model of Tool Shutdown for Semiconductor Manufacturing

管理學院工業工程與管理學程

半導體、線性規劃、關機管理、生產週期、Semi-conductor、Linear Programming、Tool Shutdown、CycleTime

Constructing an Autocorrelated Process Control Chart using Modified Grey Model and ACUSUM-C Control Chart

工業工程與管理系所・共同指導：李榮貴

自我相關、統計製程管制、灰色預測模型、ACUSUM-C管制圖、autocorrelation、Statistical Process Control、Modified Grey Model、ACUSUM-C control chart