Labook

清大研究所畢業論文與畢業時長統計

簡禎富(博: 5.13 years、碩: 2.02 years)

政府計畫(GRB),建議「依年度遞減排序」,以查看最新的研究方向。

畢業學年度論文標題連結學位畢業時長(years)
關鍵字
112
紫式決策分...
紫式決策分析建構設備商現地服務資源配置 (UNISON Decision Analysis Framework for Constructing Field Service Resources of Equipment Vendor)
NTHU
無口試日期
服務資源配置(Service Resource Allocation)、紫式決策分析架構(UNISON)、分析層級程序法(AHP)、半導體產業(Semiconductor Industry)、設備供應商(Equipment Vendor)
服務資源配...
112
紫式決策架...
紫式決策架構以評估資訊安全之智慧工廠解決方案 (UNISON Framework for Evaluating Information Security Solutions to Smart Factory)
NTHU
無口試日期
網路安全(Cybersecurity)、智慧工廠(Industrial 3.5)、紫式決策架構(Smart factory)、應用分析層級程序法(UNISON)
網路安全(...
112
紫式決策分...
紫式決策分析架構於家禽肉品加工業供應鏈決策的應用: 數位轉型方法及其實證 (Application of the UNISON Decision Analysis Framework to Supply Chain Decisions in the Broiler Industry: A Digital Transformation Approach and Empirical Study)
NTHU
無口試日期
紫式決策(UNISON)、數位轉型(Digital Transformation)、人工智慧(Artificial Intelligence)、價量預測(Price and Volume Forecasting)、供應鏈(Supply Chain)
紫式決策(...
112
半導體測試...
半導體測試探針卡採購與資源分配之多部門決策目標最佳化 (Optimization of Cross-Department Decision for Probe Card Procurement and Resource Allocation in Semiconductor Testing)
NTHU
無口試日期
半導體產業(Semiconductor Industry)、資源分配(Resource Allocation)、產能規劃(Capacity Planning)、多目標粒子群演算法(Multi-objectives Particle Swarm Optimization)、探針卡(Probe Card)、晶圓測試(Wafer Probing Test)
半導體產業...
112
基於動態生...
基於動態生產時間之多目標生產規劃模型以實現生產資源最佳化 (A Multi-Objective Production Planning Model for Optimal Resource Allocation with Variable Process Time in Semiconductor Manufacturing)
NTHU
無口試日期
半導體製造(Semiconductor industry)、生產控制(Production control)、清理函數(Allocated clearing function)、生產規劃(Production planning)、基因演算法(Non-dominated sorting genetic algorithm)
半導體製造...
112
以 2-o...
以 2-opt 優化鐳射鑽孔路徑於印刷電路板之應用 (A 2-opt Algorithm for Routing in Laser Drilling Process and an Empirical Study in PCB Industry)
NTHU
無口試日期
印刷電路板製造(PCB Industry)、鐳射鑽孔(Laser Drilling)、路徑規劃(Route Planning)、旅行者問題(Traveling Salesman Problem)、聰明生產(Smart Production)
印刷電路板...
112
建構表面黏...
建構表面黏著技術生產線先進規劃與排程系統以促進智慧製造與實證研究 (Advanced Planning and Scheduling System for Intelligent Manufacturing in Surface Mount Technology Production Lines and an Empirical Study)
NTHU
無口試日期
先進規劃與排程(advanced planning and scheduling)、非等效平行機台排程(unrelated parallel machine scheduling problem)、基因演算法(non-dominated sorting genetic algorithm-II)、表面黏著技術(surface mount technology)、印刷電路板組裝(printed circuit board assembly)
先進規劃與...
112
基於自然語...
基於自然語言處理之探針卡維修紫式決策分析架構及其實證研究 (UNISON Framework for Probe Card Troubleshooting Based on Natural Language Processing and an Empirical Study)
NTHU
無口試日期
自然語言處理(Natural Language Processing)、探針卡(Probe Card)、異常維修(Troubleshooting)、紫式決策分析架構(UNISON Framework)、決策支援(Decision Support)
自然語言處...
112
建立半導體...
建立半導體製造之人力規劃與生產力提升管理架構 (Constructing a Framework for Semiconductor Human Capital Planning and Enhancing Productivity)
NTHU
NDLTD
7.14
人力資本(human capital)、生產力(productivity)、組合決策(portfolio decision)、人力分派(staff assignment)、基因演算法(genetic algorithm)、TOPSIS(TOPSIS)
人力資本(...
111
基於紫式決...
基於紫式決策分析架構建構卷積神經網絡TFT-LCD面板缺陷檢測模型 (A UNISON-ADC Framework for Image-based Defect Classification for TFT-LCD Array via Convolutional Neural Network)
NTHU
NDLTD
碩逕博4.92
影像辨識(Automatic Optical Inspection(AOI))、神經網絡(Convolutional Neural Networks(CNNs))、紫式決策(TFT-LCD array)
影像辨識(...
111
虛擬量測決...
虛擬量測決策支援系統及半導體製造廠之實證研究 (Decision Support System of Virtual Metrology and Empirical Study in Semiconductor Manufacturing)
NTHU
NDLTD
4.87
先進製程控制系統(Advanced Process Control)、虛擬量測(Virtual Metrology)、決策支援系統(Decision Support System)、批次控制系統(Run-to-Run Control System)、錯誤偵測與分類(Fault Detection and Classification)、深度學習(Deep Learning)、卷積神經網路(Convolutional Neural Network)
先進製程控...
111
基於機器學...
基於機器學習之雷射工時預測及印刷電路板業之應用 (UNISON Framework for Process Time Prediction in Laser Micromachining Process and an Empirical Study in PCB Industry)
NTHU
NDLTD
碩(外籍生)1.84
工時預測(Process time prediction)、印刷電路板製造(PCB industry)、雷射加工(Laser Micromachining)、機器學習(Machine learning)、集成式學習(Ensemble learning)
工時預測(...
111
消費性電子...
消費性電子產業整機組裝製程之先進規劃與排程系統與實證研究 (Advanced Planning and Scheduling System for The Multi-stage Processes of Final Assembly, Testing and Packing in Consumer Electronics Industry and An Empirical Study)
NTHU
NDLTD
1.84
先進規劃與排程(Advanced Planning and Scheduling)、彈性零工式生產排程(Flexible Job-shop Scheduling)、基因演算法(Nondominated Sorting Genetic Algorithm II)、整機組裝(Final Assembly, Testing, and Packing)
先進規劃與...
111
TFT-L...
TFT-LCD產品組合分併之紫式決策架構以推動工業3.5數位決策與TFT-LCD產業之實證研究 (UNISON Framework for TFT-LCD Production Binning Decision to Empower Digital Decision and an Empirical Study in TFT-LCD Industry)
NTHU
NDLTD
1.84
產品分併(Production binning)、目標層級架構(Objective hierarchy structure)、TFT-LCD製造(TFT-LCD manufacturing)、紫式決策架構(UNISON framework)、工業3.5(Industry 3.5)
產品分併(...
111
以移動式窗...
以移動式窗格決策型虛擬量測架構優化在量測延遲下先進製程控制之實證研究 (Moving Window Decision-based Virtual Metrology Framework for Optimizing Advanced Process Control in Metrology Delay and an Empirical Study)
NTHU
NDLTD
1.82
虛擬量測(Virtual metrology (VM))、先進製程控制(Advanced process control (APC))、半導體製造(Semiconductor manufacturing)、數位決策(Digital decision)
虛擬量測(...
111
根本原因分...
根本原因分析於探針卡維修基於多標籤貝氏推論之紫式決策分析架構 (UNISON Framework for Root Cause Analysis for Probe Card Maintenance based on Multi-Label Bayesian Inference)
NTHU
NDLTD
1.82
聰穎式維修(Smart Maintenance)、根本原因分析(Root Cause Analysis)、貝氏推論(Bayesian Inference)、紫式決策分析架構(UNISON Framework)、數位轉型(Digital Transformation)
聰穎式維修...
111
基於決策之...
基於決策之虛擬量測架構以提升防焊開口品質控制效率與印刷電路板製造實證研究 (Decision-based Virtual Metrology Framework to Improve the Efficiency of Solder Resist Opening Qualify Control and an Empirical Study in Printed Circuit Board Manufacturing)
NTHU
NDLTD
1.82
印刷電路板(Printed circuit board)、防焊開口(Solder resist opening)、虛擬量測(Virtual metrology)、先進品質控制(Advanced quality control)、智慧製造(Smart manufacturing)
印刷電路板...
111
基於工業3...
基於工業3.5發展數據驅動架構以實踐二焊點彈性製程參數調整策略及積體電路封裝產業之實證研究 (Data-Driven Framework of Industry 3.5 to Empower Flexible Parameter Adjustment Strategy in Second Bond Process and an Empirical Study in IC Packaging Industry)
NTHU
NDLTD
1.82
焊線製程(wire bonding process)、積體電路封裝產業(IC packaging industry)、資料挖礦(data mining)、參數調整(parameter adjustment)、紫式決策分析架構(UNISON decision analysis framework)、智慧製造(smart manufacturing)
焊線製程(...
111
語意網基礎...
語意網基礎之半導體供應鏈數位雙子架構-從需求不確定之產能規劃策略探討共生供應鏈與風險評估之實證研究 (A Semantic Web based Digital Twin Framework to empower Semiconductor Symbolic Supply Chain and implication from Collaborative Capacity Planning under demand uncertainty to Overall Supply Chain Effectiveness)
NTHU
NDLTD
碩逕博5.57
數位雙生(Digital Twin)、供應鏈管理(Supply Chain Management)、半導體(Semiconductor Industry)、智慧製造(Smart production)
數位雙生(...
111
紫式決策分...
紫式決策分析架構永續鑄造製程方案評估模式 (UNISON Framework for Constructing the Evaluation Model of Environmentally Sustainable Casting Process Plan)
NTHU
NDLTD
2.45
環境永續(Environmental Sustainabilit)、金屬鑄造(Metal Casting)、生產管理(Production Management)、紫式決策(UNISON Decision Framework)、製程方案(Process Plan)、層級分析法(Analytical Hierarchy Process)
環境永續(...
111
台灣工具機...
台灣工具機智慧製造策略暨實證研究 (Smart Manufacturing Strategy and Empirical Research for Machine Tool Industry in Taiwan)
NTHU
NDLTD
2.45
工具機(Machine Tool)、智慧製造(Smart Manufacturing)、紫式決策架構(UNISON)、AHP層級分析法(AHP)
工具機(M...
111
工業永續之...
工業永續之綠色供應鏈架構-以半導體需求預測及廢水處理為實證研究 (A Green Supply Chain Framework to Empower Industrial Sustainability- Empirical Studies of Demand Forecasting and Wastewater Treatment Problems in the Semiconductor Industry)
NTHU
NDLTD
學逕博5.11
工業永續(Industrial sustainability)、綠色供應鏈(Green supply chain)、半導體製造(Semiconductor manufacturing)、廢水處理(Wastewater treatment and recycle)、需求預測(Demand forecasting)
工業永續(...
110
應用紫式決...
應用紫式決策架構於電子製造服務業SMT製造資源最佳化與實證研究 (Applying UNISON Framework for Optimizing Manufacturing Resources in SMT Process of Electronic Manufacturing Services Industry)
NTHU
NDLTD
1.98
數位決策(Digital Decision)、紫式決策分析架構(UNISON decision analysis framework)、工業3.5(Industry 3.5)、分析層級架構法(Analysis Hierarchy Process)、電子製造服務業(Electronic Manufacturing Services)
數位決策(...
110
紫式決策架...
紫式決策架構建立自動缺陷辨識與診斷系統於晶圓瑕疵檢測:3DIC/WLCSP封裝檢測製程之實證研究 (UNISON Auto Defects Classification Framework To Empower Diagnostic System On Wafer Inspection:An Empirical Study Of 3DIC/WLCSP Wafer Inspection Process)
NTHU
NDLTD
1.98
紫式決策架構(UNISON framework)、晶圓檢測(Wafer inspection)、自動缺陷辨識(ADC)、工業3.5(Industry3.5)、聰明生產(Intelligent Manufacturing)
紫式決策架...
110
基於集成式...
基於集成式學習之快速成本估算於航太製造業之應用 (Application of Rapid Cost Estimation Process for Aerospace Manufacturing based on Ensemble Learning)
NTHU
NDLTD
1.87
數位轉型(Digital Transformation)、成本估計(Cost Estimation)、航太製造(Aerospace Manufacturing)、機器學習(Machine Learning)、集成學習(Ensemble Learning)
數位轉型(...
110
以紫式決策...
以紫式決策分析架構建構航太製造業供應商選擇決策支援系統 (UNISON Decision Framework for Supplier Selection in Aerospace Manufacturing Industry)
NTHU
NDLTD
1.87
供應商選擇(Supplier Selection)、紫式決策分析架構(UNISON Framework)、決策支援系統(Decision Support System)、數位轉型(Digital Transformation)
供應商選擇...
110
塑膠射出成...
塑膠射出成型品缺陷分類之紫式決策架構以推動工業3.5於汽車產業之實證研究 (UNISON Framework for Plastic Injection Molding Defect Identification to Empower Industry 3.5 and An Empirical Study in Automobile Industry)
NTHU
NDLTD
碩(外籍生)1.85
射出成型(plastic injection molding)、缺陷分類(defects identification)、堆疊集成學習(stacking ensemble learning)、UNISON 決策分析架構(UNISON decision framework)
射出成型(...
110
發展數控工...
發展數控工具機產業的生產規劃與排程系統及實證研究以轉型工業 3.5 聰明生產 (Production Planning and Project Scheduling for CNC Machine Tool Industry and an Empirical Study to Empower Smart Production for Industry 3.5)
NTHU
NDLTD
1.85
工業 3.5(Industry 3.5)、工具機製造(Machine tool production)、先進規劃與排程系統(Advanced planning and scheduling (APS))、多資源限制專案排程問題(Multi-mode resource-constrained project scheduling problem (MRCPSP))、簡化群體演算法(Simplified swarm optimization (SSO))
工業 3....
110
台灣汽車產...
台灣汽車產業射出成形排程問題之實證研究 (An Empirical Study for Plastic Injection Molding Scheduling Problem In Taiwan Automotive Industry)
NTHU
NDLTD
1.85
塑膠射出成形生產排程問題(plastic injection mold scheduling)、簡化群體演算法(Simplified Swarm Optimization)
塑膠射出成...
110
智慧工廠的...
智慧工廠的發展與實踐:架構、發展藍圖與應用案例 (Smart Factory Implementation: Architecture, Evaluation Form and Application Cases)
NTHU
NDLTD
1.85
智慧工廠(Smart factory)、工業4.0(Industry 4.0)、智慧製造(Smart manufacturing)、虛實整合系統(CPS)
智慧工廠(...
110
紫式決策架...
紫式決策架構建立最佳化廢水幫浦作業與半導體綠色生產之實證研究 (UNISON Framework for Pump Operation for Optimizing Wastewater Treatment and an Empirical Study for Semiconductor Green Production)
NTHU
NDLTD
碩(外籍生)2.50
智慧製造(smart manufacturing)、綠色生產(green production)、過氧化氫酶(Hydrogen Peroxide (H2O2) removal)、深度學習(deep learning)、多步過氧化氫濃度的預測(direct multi-step ahead prediction)、幫浦作業(pump scheduling)、永續(sustainability)、循環經濟(circular economy)
智慧製造(...
110
先進規劃與...
先進規劃與排程系統之聰明生產及表面黏著接合技術製程之實證研究 (Advanced Planning and Scheduling System to Empower Smart Manufacturing and An Empirical Study for the Surface Mount Technology Processing)
NTHU
NDLTD
碩(提早入學)1.99
先進規劃與排程(Advanced Planning and Scheduling)、聰明生產(Smart Manufacturing)、表面黏著接合技術(Surface Mount Technology)、流線式生產(Flow Shop)、混整數線性規劃(Mixed Integer Linear Programming)
先進規劃與...
110
農業4.0...
農業4.0之紫式決策架構與肉雞重量預測提升聰明生產之實證研究 (UNISON Decision Framework to empower Agriculture 4.0 and An empirical study for the broiler weight prediction for smart production)
NTHU
NDLTD
碩(提早入學)1.99
農業 4.0(Agriculture 4.0)、肉雞屠宰體重預測(Broiler weight prediction)、精準畜牧業(Precision livestock farming)、肉雞採食計劃(Broiler harvesting planning)、決策分析(Decision analysis)、肉雞供應鏈(Broiler supply chain)
農業 4....
110
紫式決策架...
紫式決策架構建立具有滯後特徵選擇之需求預測及提升半導體元件供應鏈韌性之實證研究 (UNISON Decision Framework for demand forecast with lag feature selection and an empirical study for semiconductor components for supply chain resilience)
NTHU
NDLTD
碩(提早入學)1.99
滯後選擇(lag selection)、紫式決策分析架構(UNISON framework)、需求預測(demand forecasting)、供應鏈管理(supply chain management)
滯後選擇(...
109
紫式決策架...
紫式決策架構以評估工業3.5智慧工廠解決方案 (UNISON Framework for Evaluating Smart Factory Solutions to Empower Industry 3.5)
NTHU
NDLTD
2.00
工業4.0(Industrial 4.0)、工業3.5(Industrial 3.5)、智慧工廠(smart factory)、紫式決策架構(UNISON)
工業4.0...
109
紫式決策架...
紫式決策架構以分析電腦斷層之醫療效度暨實證優化軀幹掃瞄範圍之預測模型 (UNISON Framework for Analyzing the Medical Validity of Computed Tomography and Empirical study for Predictive Model to Optimize the Trunk Scan Range)
NTHU
NDLTD
2.00
紫式決策分析架構(UNISON framework)、全身電腦斷層(Decision Tree algorithm)、決策樹分類預測模型(whole-body CT)、醫療浪費(Global Budget Payment System)、總額支付制度(medical waste)
紫式決策分...
109
紫式決策架...
紫式決策架構以建構設備維護保養策略與積體電路封裝銲線之實證研究 (UNISON Framework for Equipment Maintenance Strategy and An Empirical Study of IC Wire Bonding Equipment Maintenance)
NTHU
NDLTD
2.00
半導體封裝(IC Packaging)、紫式決策架構(UNISON Framework)、銲線製程(Wire Bonding)、預測保養(Predictive Maintenance)、集成學習(Ensemble Learning)
半導體封裝...
109
紫式決策架...
紫式決策架構以分析數位轉型專案與中小型金屬加工業之實證研究 (UNISON Decision Framework for Analyzing Digital Transformation Projects and An Empirical Study for Small and Medium-sized Enterprises)
NTHU
NDLTD
1.89
中小型企業(Small and Medium Enterprise)、金屬加工業(Metal-Processing Industry)、家族企業(Family business)、數位專案決策(Digital transformation Projects Decision)、多人決策(UNISON Decision Framework)、紫式決策分析架構(Analytic Hierarchy Process)、分析層級程序法(AHP)(undefined)
中小型企業...
109
軟體測試計...
軟體測試計畫設計之以紫式決策架構協助決策支援及其實證研究 (UNISON Framework for Decision Supporting on Software Test plan Design and an Empirical Study)
NTHU
NDLTD
1.89
軟體測試(Software Testing)、紫式決策分析架構(UNISON Framework)、層級分析法(AHP)、消費性電子產品(Analytical Hierarchy Process)
軟體測試(...
109
混合模糊決...
混合模糊決策樹以處理動態染機指派之不確定性及工業3.5數位決策之實證研究 (Hybrid Fuzzy Decision Tree Algorithm to Address the Uncertainty for Dynamic Dyeing Scheduling and An Empirical Study for Industry 3.5 Digital Decision)
NTHU
NDLTD
碩(外籍生)1.87
紡織業(Textile Industry)、模糊決策樹(Fuzzy Decision Tree)、動態排程(Dynamic Scheduling)、決策支援系統(Decision Support System)
紡織業(T...
109
積體電路探...
積體電路探針卡採購之紫式決策架構以推動工業3.5聰明生產與半導體產業之實證研究 (UNISON Decision Framework for IC Probe Cards Procurement to Empower Industry 3.5 Smart Production and An Empirical Study in Semiconductor Industry)
NTHU
NDLTD
1.87
資源配置(Resource Allocation)、組合優化(Portfolio Optimization)、工業3.5(Industry 3.5)、混整數規劃(Mixed Integer Programming)、決策支援模型(Decision Support Model)
資源配置(...
109
虛擬量測架...
虛擬量測架構以推動工業3.5聰明生產與半導體製造之實證研究 (A Framework of Virtual Metrology to Empower Industry 3.5 Smart Production and an Empirical Study for Semiconductor Manufacturing)
NTHU
NDLTD
1.86
虛擬量測(Virtual Metrology)、聰明生產(Smart Production)、決策分析(Decision Analysis)、孤立森林(Isolation Forest)、工業3.5(Industry 3.5.)
虛擬量測(...
109
積體電路探...
積體電路探針卡異常處理之紫式決策架構以推動工業3.5數位決策及其實證研究 (UNISON Framework for IC Probe Card Troubleshooting to Empower Industry 3.5 Digital Decision and an Empirical Study)
NTHU
NDLTD
1.86
探針卡異常處理(Probe card troubleshooting)、約略集合理論(Rough Set Theory)、紫式決策分析架構(UNISON framework)、工業3.5(Industry 3.5)、數位決策(Digital decision)
探針卡異常...
109
工業3.5...
工業3.5聰明生產與半導體多目標產能規劃之實證研究 (Industry 3.5 Smart Production and An Empirical Study for Semiconductor Multi-objective Capacity Planning)
NTHU
NDLTD
1.81
工業3.5(Industry 3.5)、聰明生產(Smart production)、半導體製造(Semiconductor manufacturing)、產能擴充(Capacity expansion)、基因演算法(Genetic algorithm)、全面資源管理(Total resource management)
工業3.5...
109
工業3.5...
工業3.5聰明生產與半導體晶圓測試探針卡接單後設計之生產規劃 (Industry 3.5 Smart Production and An Empirical Study for Wafer Probe Card Engineer-to-Order (ETO) Production Planning)
NTHU
NDLTD
1.81
半導體製造(Semiconductor manufacturing)、接單後設計(Engineer-to-order (ETO))、工業3.5(Industry 3.5)、紫式決策分析架構(UNISON framework)、集成學習(Ensemble learning)、預估設計作業時間(Estimated design processing hour)
半導體製造...
109
運用資料包...
運用資料包絡分析法於客製化設備製造商之專案績效評估與資源分配決策 (Using DEA on Project Performance Evaluation and Resource Allocation Decision – An Empirical Study on Customized Equipment Manufacturer)
NTHU
NDLTD
2.51
紫式決策分析架構(UNISON Framework)、資料包絡分析法(Data Envelopment Analysis)、績效評估(Performance Evaluation)、資源分配(Resource Allocation)、客製化設備製造商(Customized Equipment Manufacturer)
紫式決策分...
109
應用約略集...
應用約略集合理論以精準打擊詐欺提領車手頭 (Using Rough Set Theory to Conduct Precise Criminal Investigation on Money Withdrawing Group Leaders in Mass-Marketing Telecommunication Fraud Operations)
NTHU
NDLTD
2.51
詐欺犯罪偵查(Fraud detection)、大眾營銷電信詐欺(Mass-marketing telecommunication fraud)、洗錢(Money-laundering)、約略集合理論(Rough Set Theory)、紫式分析決策架構(UNISON framework)
詐欺犯罪偵...
108
紫式決策架...
紫式決策架構以加速新產品開發之研究 – 以健康食品新產品開發決策模型為實證研究 (UNISON Decision Framework to Empower New Product Development: An Empirical Study for the Development Decision Modeling of Healthy Food New Products)
NTHU
NDLTD
1.96
紫式決策分析架構(UNISON Framework for Decision Analysis)、簡易多屬性評等技術(Simple Multi Attribute Rating Technique (SMART))、健康食品(health food)、大豆異黃酮(soy isoflavone)
紫式決策分...
108
紫式決策架...
紫式決策架構以評估跨部門績效之研究 – 以晶圓廠工程部門相對績效評估之資料包絡分析為實證研究 (UNISON Decision Framework for Cross-Function Performance Evaluation: An Empirical Study of Data Envelopment Analysis for Evaluating Relative Efficiency of Wafer Fab Engineering Departments)
NTHU
NDLTD
1.96
績效評估(performance evaluation)、模組工程(manufacturing engineering)、資料包絡法(data envelopment analysis)、紫式決策分析(UNISON decision framework)、半導體(semiconductor)、部門績效(departmental performance)
績效評估(...
108
紫式決策架...
紫式決策架構以提昇供應鏈韌性之研究– 以半導體設備商零件庫存管理決策為實證研究 (UNISON Decision Framework to Empower Supply Chain Resilience: An Empirical Study for Optimizing the Decisions of Parts Inventories for Semiconductor Equipment Vendor)
NTHU
NDLTD
1.96
紫式決策分析(UNISON decision framework)、半導體設備商(semiconductor equipment vendor)、零組件(SMART-ROC)、供應鏈韌性(spares parts)、簡易多屬性評等技術(supply chain resilience)
紫式決策分...
108
紫式決策架...
紫式決策架構以提昇聰明生產之研究–以半導體機台產能優化策略為實證研究 (UNISON Decision Framework to Empower Smart Production:An Empirical Study of the Strategies for Optimizing the Semiconductor Tool Capacity)
NTHU
NDLTD
1.96
機台產能優化(capacity optimization)、決策分析(decision-making)、簡易多屬性評等技術(SMART)、順序評估法(TOPSIS)
機台產能優...
108
紫式決策架...
紫式決策架構以創新金融科技之研究–以警示帳戶自動偵測模型之開發與導入為實證研究 (UNISON Decision Framework to Innovate Financial Technology: An Empirical Study for Employing Watch-listed Accounts Automatic Detection Models)
NTHU
NDLTD
1.96
紫式決策分析(UNISON decision framework)、警示帳戶(Watch-listed Accounts)、機器學習(Machine Learning)、自動偵測(auto-detecting model)
紫式決策分...
108
五金傳統產...
五金傳統產業完全競爭產品在不同市場下之差別定價模組與差異化比較 (Comparison of Perfectly Competitive Products in Price Discrimination and Difference of Traditional Hardware Industry in Different Market.)
NTHU
NDLTD
1.88
決策分析(UNISON Framework)、決策樹(Decision tree)、傳統製造業(Traditional manufacturing)、定價模式(Pricing model)、差異性(undefined)
決策分析(...
108
創新前饋-...
創新前饋-回饋批次控制器以推動工業3.5聰明生產與半導體製造之實證研究 (A Novel Feedforward-Feedback Run-to-Run Controller to Empower Industry 3.5 Smart Production and an Empirical Study for Semiconductor Manufacturing)
NTHU
NDLTD
1.82
批次控制(R2R Control)、前饋控制(Feedforward Control)、比例-積分控制器(PI Controller)、關鍵尺寸(Critical Dimension)、工業3.5(Industry 3.5)、聰明生產(Smart Production)
批次控制(...
108
雙目標非凌...
雙目標非凌越型排序基因演算法以推動工業3.5聰明生產與高科技機能布染機指派之實證研究 (Non-dominated Sorting Genetic Algorithm to Empower Industry 3.5 Smart Production and an Empirical Study for Optimizing Dyeing Machine Allocation for High-tech Functional Textile)
NTHU
NDLTD
1.82
工業3.5(Industry 3.5)、聰明生產(Smart Production)、不平衡指派問題(Imbalanced assignment problem)、非凌越型排序基因演算法(Non-dominated sorting genetic algorithm)、染整產業(Dyeing industry)
工業3.5...
108
全面資源管...
全面資源管理以提升綜合能源效率之紫式決策架構及其半導體晶圓廠冰水主機節能最佳化之實證研究 (UNISON Framework for Total Resource Management to Enhance Overall Power Efficiency and An Empirical Study for Chiller Optimization for Semiconductor Wafer Fab Energy Saving)
NTHU
NDLTD
1.81
智慧節能(Energy Saving)、決策分析(Decision Analysis)、冰水主機最佳化(Chiller Optimization)、機器學習(Machine Learning)、綜合能源效率(Overall Power Energy Effectiveness)
智慧節能(...
108
集成學習與...
集成學習與類神經網路於感測器預測控制以推動工業3.5與CNC銑削工具機生產力之實證研究 (Ensemble Learning with Neural Network for Predictive-Control with Sensors to Empower Industry 3.5 and An Empirical Study for Productivity Enhancement of CNC Milling Machines)
NTHU
NDLTD
1.81
類神經網路(Neural Network)、集成學習(Ensemble Learning)、預測控制方法(Predictive-Control Method)、感測器(Sensor)、CNC工具機(CNC Milling Machine)、工業3.5(Industry 3.5)
類神經網路...
108
紫式需求預...
紫式需求預測架構以提升供應鏈智能與車燈零組件售後市場之實證研究 (UNISON Framework for Demand Forecast for Supply Chain Intelligence and An Empirical Study of the Aftermarket Spare Parts)
NTHU
NDLTD
1.81
紫式決策分析架構(UNISON Framework for Decision Analysis)、需求預測(Demand Forecast)、零組件(Spare Parts)、售後市場(Aftermarket)、資料挖礦(Data Mining)
紫式決策分...
108
工業3.5...
工業3.5之智慧供應鏈架構-以半導體需求預測與產能管理為實證研究 (Smart Supply Chain Framework for Industry 3.5 - The Empirical Studies of Semiconductor Demand Forecast and Capacity Management)
NTHU
NDLTD
碩逕博5.77
智慧供應鏈(smart supply chain)、不確定決策(decision-making under uncertainty)、半導體供應鏈(semiconductor supply chain)、需求預測(demand forecast)、產能管理(capacity management)
智慧供應鏈...
108
建立狀態性...
建立狀態性維修策略之數據分析架構 及預測保養之實證研究 (A Data Driven Framework for Condition Based Maintenance Strategy and An Empirical Study on Predictive Maintenance)
NTHU
NDLTD
碩(提早入學)2.13
狀態性維修(condition based maintenance)、機台狀態監控(predictive maintenance)、預測性維修(remaining useful life)、人工神經網絡(artificial neural networks)、長短期記憶(long short-term memory)、偏最小平方法(partial least square)
狀態性維修...
108
EDA工具...
EDA工具資源預測及其實證研究 -以IC設計服務公司為例 (Electronic Design Automation Tool Resource Forecast in IC Design Service Company and Empirical Study)
NTHU
NDLTD
2.38
IC設計服務(IC Design Service)、偏最小平方迴歸(Resource Forecast)、資源預測(Partial Least Squares Regression)、電子設計自動化(Electronic Design Automation)、全面資源管理(Total Resource Management)
IC設計服...
108
基於機器學...
基於機器學習之參數優化於先進製程控制及實證研究_以IC封裝為例 (Advanced Process Control using Machine Learning-Based Parameter Optimization and Empirical Study of IC Packaging Industry)
NTHU
NDLTD
碩(提早入學)1.88
機器學習(Machine Learning)、良率提升(Yield Enhancement)、參數優化(Parameter Optimization)、大數據分析(Data Analytics)、IC封裝(IC Packaging)、先進製程控制(Advanced Process Control)、智慧製造(Intelligent Manufacturing)
機器學習(...
108
應用工業 ...
應用工業 3.5 策略建構基因-禁忌演算法之煉鋼排程最佳化及實證研究 (A GA-Tabu algorithm for steel-making scheduling: An empirical study of Industry 3.5)
NTHU
NDLTD
碩(提早入學)1.88
煉鋼排程(limited waiting time constraint)、基因演算法(genetic algorithm)、連續鑄造(steel making scheduling)、最小等待時間(undefined)
煉鋼排程(...
107
紫式分析層...
紫式分析層級程序法及記憶體測試業製造管理人員績效評估之實證研究 (UNISON AHP Framework and An Empirical Study of Performance Evaluation of Manufacturing Indirect Labors in Memory Testing)
NTHU
NDLTD
2.99
記憶體測試(UNISON Decision Analysis Framework)、製造管理人員(Analytic Hierarchical Process)、紫式決策分析架構(Performance Evaluation)、分析層級程序法(Memory Testing)、績效評估(Manufacturing Indirect Labors)
記憶體測試...
107
運用分析層...
運用分析層級程序法進行智慧製造領域之工程師職能需求實證研究 (Empirical Analysis of Engineers' Competence Needs in Smart Manufacturing Using Analytic Hierarchical Procedure)
NTHU
NDLTD
1.89
分析層級程序法(Analytic hierarchy procedure)、電子產業(Electronics industry)、智慧製造(Competence)、職能(Smart manufacturing)
分析層級程...
107
貝氏網路推...
貝氏網路推理異常之紫式決策架構與積體電路探針卡異常處理之實證研究 (UNISON Decision Framework of Bayesian Network for Defect Inference and An Empirical Study for IC Probe Card Troubleshooting)
NTHU
NDLTD
碩(外籍生)1.85
探針卡(Probe Card)、異常處理(Exception Handling)、資料挖礦(Data Mining)、貝氏網路(Bayesian Network)、紫式決策分析架構(UNISON Decision Framework)、半導體產業(Semiconductor Industry)
探針卡(P...
107
工業3.5...
工業3.5設備維護管理架構及積體電路封裝焊線之實證研究 (Industry 3.5 for Equipment Maintenance Decision Framework and An Empirical Study of IC Wire Bond Equipment Maintenance)
NTHU
NDLTD
1.85
焊線製程(IC Packaging)、機台狀態監控(Wire Bond)、視情維修(Tool Health)、指數加權移動平均管制圖(Exponentially Weighted Moving Average)、累積和管制圖(Change Point Analysis)
焊線製程(...
107
建構預測性...
建構預測性維修策略之大數據分析架構及實證研究 (A Big Data Analytics Framework for Predictive Maintenance Strategy and An Empirical Study)
NTHU
NDLTD
1.84
預測性維修(predictive maintenance)、偏最小平方法(partial least squares)、機台狀態監控(machine condition monitoring)
預測性維修...
107
應用基因演...
應用基因演算法調整XGBoost模型建立人力資源規劃智慧代理人與實證研究 (Apply Genetic Algorithm to Adjust Extreme Gradient Boosting Model for Establishing Human Resource Planning Intelligent Agent and the Empirical Study)
NTHU
NDLTD
1.84
IC服務設計(IC design and service)、XGBoost(XGBoost)、基因演算法(Genetic algorithm)、智慧代理人(Intelligent agents)、人力需求(Human resource)
IC服務設...
107
工業3.5...
工業3.5之智慧製造系統-以TFT-LCD陣列製造動態排程與派工為實證研究 (Smart Manufacturing System Based on Industry 3.5 – The Empirical Study of TFT-LCD Array Dynamic Scheduling and Dispatching)
NTHU
NDLTD
4.71
智慧製造(smart manufacturing)、系統模擬(system simulation)、基因演算法(genetic algorithm)、TFT-LCD陣列製造(TFT-LCD array manufacturing)、動態排程問題(dynamic scheduling problem)
智慧製造(...
107
研究型大學...
研究型大學產學合作全面資源管理架構之研究-- 以國立清華大學為實證 (A Study for a Framework of Total Resource Management in the University-Industry Collaboration by Research Universities— An Empirical Study in National Tsing Hua University)
NTHU
NDLTD
5.50
研究型大學(Research Universities)、產學合作(Total Resource Management)、全面資源管理(University-Industry Collaboration)、知識管理(Knowledge Management)、國立清華大學(National Tsing Hua University)
研究型大學...
107
實現工業4...
實現工業4.0智慧製造 之智能決策支援系統架構:以半導體製造案例 (A Framework for Intelligent Decision Support System for Smart Manufacturing to Empower Industry 4.0: The Illustration of Semiconductor Manufacturing)
NTHU
NDLTD
4.23
工業4.0(Industry 4.0)、智能製造(Smart Manufacturing)、半導體產業(Semiconductor Industry)、決策支持系統(Decision Support System)、產量增加(Yield Enhancement)、先進的過程控制(Advanced Process Control)、智能決策(Intelligent Decision Making)、基於學習的決策(Learning-Based Decision Making)、博弈論(Game Theory)、貝葉斯推論(Bayesian Inference)、支持向量回歸(Support Vector Regression)
工業4.0...
107
半導體製程...
半導體製程錯誤偵測與分類之大數據分析架構 (A Big Data Analytics Framework for Fault Detection and Classification in Semiconductor Manufacturing)
NTHU
NDLTD
3.05
良率提升(yield enhancement)、錯誤偵測與分類(intelligent manufacturing)、智慧製造(FDC)、大數據分析(big data analytics)
良率提升(...
106
紫式決策分...
紫式決策分析建構最適生產模式決策架構-以建設機械製造商為例 (UNISON Decision Framework for Optimum Production Method Decision Model - using Construction Equipment Manufacturer as example)
NTHU
NDLTD
1.98
紅色供應鏈(red supply chain)、大量客製化(mass-customization)、建設機械產業(construction machinery industry)、紫式決策分析(Unison Decision Analysis Framework)
紅色供應鏈...
106
以紫式決策...
以紫式決策分析消費性電子產品最終測試替代策略以提高整體營運效率 (A UNISON Framework for Analyzing Alternative Strategies of the Consumer Product Final Testing Process for Enhancing Overall Operational)
NTHU
NDLTD
1.98
紫式決策分析架構(UNISON Decision Framework)、消費性電子產品(Consumer Electronic Product)、GPS全球衛星定位系統(Global Positioning System)、貝氏決策(Bayesian Decision Analysis)、MIL-STD-1916單次抽樣計畫(MIL-STD-1916 Sampling Plan)
紫式決策分...
106
建構半導體...
建構半導體精密製造異常解決之決策支援系統 (Construct a Decision Support System for Solving Abnormal Problems in Semiconductor Precision Manufacturing Processing)
NTHU
NDLTD
碩(外籍生)1.93
探針卡(Probe card)、半導體産業(Data mining)、資料挖礦(Semiconductor industry)、決策支援系統(Decision support system)、良率提升(yield enhancement)
探針卡(P...
106
應用智慧型...
應用智慧型代理人於製程參數優化及實證研究-以精密製造和IC封裝製程為例 (Apply Intelligent Agent in Manufacturing Parameter Optimization and Empirical Study-Cases Study of Precision Forming and IC Packaging Process)
NTHU
NDLTD
1.85
智慧製造(Intelligent Manufacturing)、聰明生產(Smart Manufacturing)、製程控制(Process Control)、智慧型代理人系統(Intelligent Agent)、工業3.5(Industry 3.5)
智慧製造(...
106
專案組合選...
專案組合選擇最佳化決策架構及實證研究– 以IC設計服務公司為例 (An Optimal Portfolio Selection Framework for IC Design Service Company and the Empirical Study)
NTHU
NDLTD
1.85
IC設計服務(IC design service)、決策分析(Decision analysis)、專案組合決策(Portfolio selection)、資料包絡分析法(Data Envelopment Analysis)、保證區域(Assurance Region)、背包問題(Knapsack Problem)
IC設計服...
106
廠務冰水主...
廠務冰水主機操作最佳化之節能實證研究 (An Empirical Study of Optimizing Chiller Operations and Electricity-Saving via Big Data Analytics for High-Tech Industries)
NTHU
NDLTD
1.85
節能分析(electricity-saving)、資料挖礦(data mining)、冰水主機(chiller)、時間序列模型(time series model)、多變量適應雲形迴歸模型(multivariate adaptive regression splines model)、機台健康指標(machine health)
節能分析(...
106
應用工業3...
應用工業3.5策略建構染機排程決策支援系統實證研究—以H公司為例 (Apply Industry 3.5 Strategy to Develop Decision Support System for Production Scheduling in Dyeing Industry : An Empirical Study of Company H)
NTHU
NDLTD
1.85
工業3.5(Industry 3.5)、隱形冠軍(Hidden Champions)、染整機台排程(Dyeing Machine Scheduling)、決策支援系統(Decision Support System)
工業3.5...
106
紫式決策分...
紫式決策分析以建構台灣營造業經營管理能力應用海外投標標案之評選準則及其實證研究 (UNISON Decision Analysis Framework for Constructing the Operation Management Capacity for Taiwan Construction Industry Applied for Oversea Bidding Selection Criteria and for its Empirical Study)
NTHU
NDLTD
1.79
經營管理(Operation Management)、新南向政策(New Southbound Policy)、紫式ANP分析架構(UNISON ANP analysis framework)、多準則決策分析(Multi-criteria decision analysis (MCDA))、PEST分析(PEST analysis)、五力分析(Porter's five force analysis)、分析網路程序法(ANP)(Analytic Network Process (ANP))
經營管理(...
106
紫式決策分...
紫式決策分析以核心能力評估半導體設備商之最適經營模型 (Unison Decision Analysis Framework – Using the Core Competitiveness of Semiconductor Equipment Suppliers to assess the Optimal Business Model)
NTHU
NDLTD
1.79
紫式決策分析架構(Unison Decision Analysis Framework)、核心競爭力(Core Competence)、多角化經營(Diversification)、半導體產業(Semiconductor Industry)、檢測與量測設備(Inspection & Metrology Equipment.)
紫式決策分...
106
產業共生之...
產業共生之於肥料工廠之應用研究 (Research of Applying Industrial Symbiosis in the Fertilizer Plant)
NTHU
NDLTD
1.76
肥料工廠(Fertilizer plant)、國營事業(State business)、電廠(Power plant)、產業共生(Industrial Symbiosis)、英國糖業(British sugar industry)、決策分析(Decision analysis)
肥料工廠(...
106
聰明生產決...
聰明生產決策與個案研究 (Decision Making for Smart Production and Case Studies)
NTHU
NDLTD
3.50
決策(decision making)、混合式進化演算法(hybrid evolutionary algorithm)、組合決策(portfolio decision)、專案排程(project scheduling)、生產排程(operation scheduling)、聰明生產(smart production)
決策(de...
106
整合資料挖...
整合資料挖礦與訊號處理以強化面板陣列製程之斷/短路發生位置識別率與其實證研究 (Integrating data mining and signal processing to enhance open/short defect location identification in TFT-LCD array process and empirical study)
NTHU
NDLTD
碩(提早入學)1.95
資料挖礦(Data Mining)、斷路與短路測試(Support Vector Machine)、支援向量機(Finite Impulse Filter)、有限脈衝響應濾波器(Test for Open/Short)、面板陣列製程(TFT-LCD Array Process)
資料挖礦(...
105
建構分級產...
建構分級產品之多目標生產規劃模型-以太陽能電池為例 (Constructing A Multi-Objective Production Planning Model with Graded Product in Solar Cell Industry)
NTHU
NDLTD
無口試日期
太陽能電池(Solar Cell)、缺乏產品齊一性(Lack of Homogeneity in the Product)、TOPSIS(TOPSIS)、多目標模糊目標規劃(Multi-Objective Fuzzy Goal Programming)、多準則決策(Multi-Attribute Decision Making)、生產規劃(Production Planning)
太陽能電池...
105
先進智能製...
先進智能製造系統-以半導體製造排程和肝炎體外診斷試劑製造排程為實證研究 (Advanced Intelligent Manufacturing System – The Empirical Studies of Semiconductor Manufacturing Scheduling Problem and Hepatitis In-Vitro Diagnostic Device Manufacturing Scheduling Problem)
NTHU
NDLTD
無口試日期
智慧製造(intelligent manufacturing)、基因演算法(genetic algorithm)、半導體製造(semiconductor manufacturing)、生物製造(bio-manufacturing)、零工型排程問題(job shop scheduling problem)
智慧製造(...
105
建構半導體...
建構半導體廠進料晶圓品質的有效管理系統及縮短高階/特殊製程晶圓規格的研發週期 (Constructing Raw Wafer Quality Management System and Reducing Advanced/Special Process Developing Period on Semiconductor Manufacturing)
NTHU
NDLTD
2.99
晶圓(wafer)、晶圓允收規格(Certificate of Authenticity (COA))、紫式決策分析架構(UNISON Decision Framework)、實驗設計(Design of Experiment (DOE))、品質工程(Quality Engineering)、資料挖礦(Data Mining)
晶圓(wa...
105
建構IC封...
建構IC封裝廠模壓站機台配置決策支援系統及其實證 (Constructing a IC Assembly Factory Molding Stage Machine Allocation Decision Support System and Empirical Study)
NTHU
NDLTD
1.99
封裝產業(IC Assembly)、機台配置(Machine Allocation)、決策支援系統(Decision Support System)
封裝產業(...
105
工業3.5...
工業3.5IoT裝置和支持向量機於IC載板智慧製造之設備績效管理 (Industry 3.5 via IoT Devices and SVM for Equipment Performance Management of IC Substrate Intelligent Manufacturing)
NTHU
NDLTD
2.88
IC載板(IC substrate)、智慧製造(Intelligent Manufacturing)、物聯網裝置(Internet of Things Device)、全面生產管理(Total Productive Management)、綜合設備效率(Overall Equipment Efficiency)、支持向量機(Support Vector Machine)、工業3.5(Industry 3.5)
IC載板(...
105
卷積神經網...
卷積神經網絡之自動缺陷識別之製造智慧_TFT-LCD陣列製程之實證研究 (Manufacturing Intelligence via Convolutional Neural Network for automatic defect recognition and An Empirical study in TFT-LCD array process)
NTHU
NDLTD
2.88
薄膜電晶體液晶顯示器(Automatic Defect Classification (ADC))、自動光學檢測(Automatic Optical Inspection (AOI))、自動缺陷分類(Convolutional Neural Networks(CNNs))、卷積神經網絡(Deep Learning (DL))、深度學習(TFT-LCD)
薄膜電晶體...
105
半導體晶圓...
半導體晶圓測試探針卡取得決策之研究-以某公司驅動IC產品實證為例 (Semiconductor Wafer Testing Probe Card Acquirement Decision Strategy in LCD IC Product)
NTHU
NDLTD
1.88
紫式決策分析(UNISON decision analysis)、決策樹(Decision tree)、探針卡(Probe card)、取得決策(Acquirement Decision Strategy)、多屬性決策分析(Multiple attribute decision analysis)、晶圓測試(Wafer test)、風險輪廓圖(Risk profile)
紫式決策分...
105
投影機公司...
投影機公司產品開發計畫評估之決策模型及個案研究 (Decision Model for R&D Project Evaluation of Projector Company and A Case Study)
NTHU
NDLTD
1.88
投影機(Projector)、計畫評估(Project evaluation)、紫式決策(UNISON Decision Framework)、決策分析(Decision Analysis)、評估決策(Evaluation decision)、簡易多屬性評等技術(SMART (Simple multi-attribute rating technique))
投影機(P...
105
應用兩階段...
應用兩階段解碼之遺傳演算法於 TFT-LCD陣列製造之動態排程問題 (A Two-phase Decoding Genetic Algorithm Approach for Dynamic Scheduling in TFT-LCD Array Manufacturing)
NTHU
NDLTD
1.84
訂單式生產(Job shop scheduling)、遺傳演算法(Genetic algorithms)、TFT-LCD(Thin-film transistor-liquid crystal display (TFT-LCD))、黃光區(Photolithography)、動態排程(Dynamic scheduling)、滾動式排程(Rolling Scheduling)
訂單式生產...
105
半導體探針...
半導體探針卡鑽孔製程之預測保養模型與先進製程控制實證研究 (Predictive Maintenance Model For Drilling Process of Semiconductor Probe Cards And An Empirical Research for Advanced Process Control)
NTHU
NDLTD
1.84
探針卡(Probe Card)、先進製程控制(advanced process control)、半導體產業(semiconductor industry)、品質預測(quality prediction)、鑽孔製程(Drilling Process)、自我組織映射圖(Self-Organizing Map)、多變量適應雲形迴歸(Multivariate Adaptive Regression Splines)
探針卡(P...
105
面板缺陷分...
面板缺陷分布圖之資料挖礦分析架構與智慧製造之實證研究 (A Data Mining Framework for Analyzing Defect Map in TFT-LCD and An Empirical Study for Intelligent Manufacturing)
NTHU
NDLTD
1.84
智慧製造(Intelligent Manfacturing)、資料挖礦(Data Mining)、缺陷分布圖(Defect Map)、連檢定(Run Test)、變化點分析(Change point detection)、最小絕對壓縮挑選機制(LASSO)、工業3.5(Industry 3.5)
智慧製造(...
105
廠務冰水主...
廠務冰水主機節能分析與最佳化模式及綠色製造之實證研究 (Power Consumption Saving Analysis and Optimization Model for Chillers of Factory for Green Manufacturing and the Empirical Study)
NTHU
NDLTD
1.84
綠色製造(Green Manufacturing)、冰水系統(Chilled Water System)、節能分析(Analysis of Power Consumption Saving)、最佳化冰水主機負載(Optimal Chiller Loading)、偏最小平方法(Partial Least Square)、線性規劃(Linear Programming)
綠色製造(...
105
應用貝氏網...
應用貝氏網路分析影響印刷電路板週期時間之關鍵因子暨建構時間推移表預測週期時間之架構及個案研究 (Using Bayesian network for analyzing cycle time to find key influenced factors and Constructing cycle time evolution table to predict cycle time in PCB industry with case studies.)
NTHU
NDLTD
碩(提早入學)1.95
資料挖礦(Data mining)、貝氏網路(Bayesian network)、影響週期時間之關鍵因子(Influence Factors to Cycle Time)、時間推移表(Cycle time evolution table)、預測週期時間(Cycle Time Estimating)、印刷電路板產業(PCB industry)
資料挖礦(...
105
半導體製造...
半導體製造參數性良率建模與分析及其實證研究 (Modeling and Analysis for Parametric Yield Enhancement in Semiconductor Manufacturing and an Empirical Study)
NTHU
NDLTD
3.44
資料挖礦(Data Mining)、半導體製造(Semiconductor Manufacturing)、晶圓允收測試(Wafer Acceptance Test)、電性參數(Electrical parameters)、高共線性(High collinearity)、偏最小平方法(Partial Least Square)、約束型偏最小平方法(Constrained Partial Least Square)
資料挖礦(...
104
Smart...
Smart Production for Coordinated Scheduling and Distribution Planning under Uncertain Factors with Hybrid Meta-heuristics and Case Studies (以混合型啟發式演算法求解智慧生產之整合不確定性排程與供應鏈分配規劃及其實證研究)
NTHU
NDLTD
無口試日期
彈性零工型排程問題(flexible job shop scheduling problem)、多站點多區間分配規劃(multistage and multi-time period distribution planning)、貨櫃裝箱(container loading)、基因演算法(genetic algorithm)
彈性零工型...
104
基因演算法...
基因演算法函數庫於單目標零工式生產排程 (Library of Genetic Algorithms for Single-objective Job Shop Scheduling)
NTHU
NDLTD
無口試日期
基因演算法(Genetic Algorithm, Genetic Operator, Taguchi Methods, Job Shop Scheduling)、基因運算元(undefined)、田口方法(undefined)、零工式生產排程(undefined)
基因演算法...
104
應用貝氏網...
應用貝氏網路分析待業期關鍵影響因素之資料挖礦架構及個案研究 (A Data Mining Framework for Analyzing Key Factors of Unemployment Duration Using Bayesian Networks and Case Studies)
NTHU
NDLTD
碩(提早入學)無口試日期
人力資本(Human Capital)、人力銀行(Human Resource Agency)、待業期分析(Unemployment Duration Analysis)、貝氏網路(Bayesian Network)、資料挖礦與大數據分析(Data Mining and Big Data Analytics)
人力資本(...
104
設備零組件...
設備零組件儲存之決策分析以減少生產力損失風險 (Analyze the Inventory Decisions of Equipment Parts to Reduce Productivity Vulnerability)
NTHU
NDLTD
無口試日期
半導體(Semiconductor)、製成週期(Cycle time)、設備(Equidment)、零配件(Spare parts)、產能(Productivity)
半導體(S...
104
3D IC...
3D IC封裝高性能多重來料Pick & Place建構發展決策模型及其實證研究 (3D IC bumping high performance Multi-source Pick & Place Equipment Development)
NTHU
NDLTD
無口試日期
CoWoS 3D IC 封裝技術(CoWoS 3D IC package)、New tool purchase spec決策分析(New tool Purchase spec decision making)、Pick and place WPH改善(Pick and place WPH improvement)
CoWoS...
104
即時IC設...
即時IC設計EDA工作排程之決策支援系統 (Real Time EDA Job Scheduling Decision Support System in IC Design Industry)
NTHU
NDLTD
無口試日期
工作排程(Job Scheduling)、IC設計(IC design)、決策支援系統(Decision Support System)、資源配置(Resource Allocation)
工作排程(...
104
發展大數據...
發展大數據分析架構與實證研究-以職能為基礎的薪酬給付為例 (Developing Big Data Analytics Framework for Competency-Based Pay and Empirical Study)
NTHU
NDLTD
無口試日期
大數據分析(Big Data Analytics)、隨機森林(Random Forests)、貝氏網路(Bayesian Network)、職能為基礎的薪酬給付(Competency-Based Pay)、人力資本(Human Capital)
大數據分析...
104
運用紫式決...
運用紫式決策分析架構及分析層級程序法評估護理人員績效指標之實證研究 (An Empirical Study of Applying the UNISON Decision Analysis Framework and AHP to Construct the Performance Evaluation Indicators of Nurses)
NTHU
NDLTD
無口試日期
紫式決策分析(UNISON Decision Analysis Framework)、分析層級程序法(Analytic Hierarchy ProcessAnalytic Hierarchy Process)、績效評估(Performance evaluation)、護理專業能力進階制度(Nurses Clinical Ladder Program)
紫式決策分...
104
醫院貴重醫...
醫院貴重醫療儀器之管理及採購決策 (Purchase Decision Making and Management of Precious Medical Equipments)
NTHU
NDLTD
無口試日期
全面資源管理(Total Resource Management)、PDCA循環(PCDA cycle)、紫式決策分析架構(UNISON Decision Analysis Framework)、簡易多屬性評等技術(Simple Multi-Attribute Ranking Technique)
全面資源管...
104
以偏最小平...
以偏最小平方法建構光阻膜厚之虛擬量測模式及其實證研究 (Constructing a Virtual Metrology Framework for Halftone thickness based on Partial Least Squares and an Empirical Study)
NTHU
NDLTD
無口試日期
半色調網點光罩(Halftone Mask)、偏最小平方法(Partial Least Squares)、虛擬量測(Virtual Metrology)
半色調網點...
104
運用商業生...
運用商業生態系統探討航空產業結盟策略 (Applying the Concept of a Business Ecosystem in the Studying the Alliance Strategy of Aviation Industry)
NTHU
NDLTD
無口試日期
紫式決策分析架構(unison decision analysis framework)、商業生態系統(business ecosystem)、航空產業(aviation industries)、供應鏈(supply chain)、工業4.0(industry 4.0)
紫式決策分...
103
考慮資源限...
考慮資源限制下之動態IC設計專案派工架構 (A dynamic project dispatching framework with resource constraints in IC design industry)
NTHU
NDLTD
無口試日期
IC設計(Dispatch policy)、EDA(IC Design)、資源分配(Multitasking)、派工排程(System simulation)、模擬(Priority)
IC設計(...
103
多站點生產...
多站點生產規劃與排程- 以電子化學品產業實證研究為例 (Production Planning and Scheduling in Mutli-stage Flow Shop Problem -An Empirical Study in The Electronic Chemical Industry)
NTHU
NDLTD
無口試日期
生產規劃與排程(production planning and scheduling)、遺傳演算法(genetic algorithm)、電子化學產業(chemical industry)、時間間隔(time slot)
生產規劃與...
103
薪資管理之...
薪資管理之大數據分析模式與實證研究 (Big Data Analytics for Compensation Management and an Empirical Study)
NTHU
NDLTD
無口試日期
大數據分析(big data analytics)、薪資管理(compensation management)、隨機森林(random forest)、決策樹(decision tree)
大數據分析...
103
消費性電子...
消費性電子產品設計之使用者經驗資料驅動架構及其實證研究 (A Data-Driven Framework for Capturing User Experience of Product Design and its Empirical Study for Consumer Electronics)
NTHU
NDLTD
無口試日期
使用者經驗(User Experience)、資料驅動創新(Data-Driven Innovation)、消費性電子產品(Consumer Electronic Product)、產品設計(Product Design)、消費者決策(Consumers Decision Making)
使用者經驗...
103
以紫式決策...
以紫式決策分析建構隱形眼鏡自動化檢驗設備供應商決策模型 (Establishing a decision model for Automated Inspection Contact Lenses Equipment Supplier by using UNISON Framework for Decision Analysis)
NTHU
NDLTD
無口試日期
決策分析(Decision Analysis)、AHP分析層級程序法(Analytic Hierarchy Process(AHP))、隱形眼鏡(Contact Lens)、供應商評估與選擇(Supplier Evaluation and Selection)
決策分析(...
103
紫式決策分...
紫式決策分析關鍵零組件新產品供應商選擇-TFT-LCD中小尺寸面板為例 (UNISON Decision Framework for Analyzing Selecting Critical Component New Product Supplier for Middle Small Size Panel TFT-LCD)
NTHU
NDLTD
無口試日期
層級分析法(AHP)、面板產業(TFT-LCD)、紫式決策分析(UNISON)、供應商選擇(Supplier Evaluation and Selection)
層級分析法...
103
利用貝式網...
利用貝式網路分析法建構連鎖藥局商業智慧服務設計架構 (Applying Bayesian Networks Method to Construct Service Design Framework for Business Intelligence in Pharmacy Industry)
NTHU
NDLTD
無口試日期
藥局產業(Pharmacy industry)、貝式網路(Bayesian network)、商業智慧(Business Intelligence)、服務系統(Service System)
藥局產業(...
103
以DEA模...
以DEA模型評估並優化半導體廠離子植入機台調機績效 (Use Data Envelopment Analysis to Evaluate and Optimize Implant Tool Tune Beam Efficiency in Semiconductor Fab)
NTHU
NDLTD
無口試日期
半導體製造(Semiconductor Manufacturing)、離子植入(Ion implantation)、調機績效(Tool Tune Beam Efficiency)、資料包絡分析法(Data Envelopment Analysis)、紫式決策分析(UNISON Decision Framework)
半導體製造...
103
人生各階段...
人生各階段-保險規劃決策分析 (All phases of life - Insurance Planning Decision Analysis)
NTHU
NDLTD
無口試日期
人生各階段-保險規劃決策分析(All phases of life - Insurance Planning Decision Analysis)
人生各階段...
102
應用資料挖...
應用資料挖礦與影像辨識於晶圓圖相似度比對 (Automatic Similarity Matching of Defect Patterns in Wafer Bin Map using Data Mining and Pattern Recognition Approach)
NTHU
NDLTD
無口試日期
資料挖礦、製造智慧、決策分析
資料挖礦、...
102
混合分布估...
混合分布估計演算法結合機會約束規劃求解 隨機彈性流程型排程問題 (Hybrid Estimation of Distribution Algorithm Combining Chance Constraint Programming to Solve Stochastic HFSP)
NTHU
NDLTD
無口試日期
隨機彈性流程型排程問題(stochastic hybrid flow shop scheduling problem)、混合分布估計演算法(hybrid estimation of distribution algorithm)、機會約束規劃(chance constraint programming)、機台阻塞限制(blocking)、TOPSIS法(TOPSIS)
隨機彈性流...
102
建立半導體...
建立半導體製造設備健康監控之動態缺陷抽樣決策架構 (Constructing a Dynamic Defect Sampling Decision Framework for Equipment Health Monitoring in Semiconductor Manufacturing)
NTHU
NDLTD
無口試日期
抽樣策略(sampling strategy)、檢驗資訊價值(sample information value)、線上缺陷掃描(in-line inspection)、貝式決策分析(Bayesian decision analysis)、半導體製造設備健康監控(semiconductor manufacturing)
抽樣策略(...
102
IC設計公...
IC設計公司產品開發計畫組合之決策模型及其個案研究 (Decision Model for R&D Project Portfolio of IC Design Company and A Case Study)
NTHU
NDLTD
無口試日期
IC設計(IC design)、計畫組合(Project portfolio)、決策分析(Decision analysis)、紫式決策(UNISON Decision Framework)、組合決策(Portfolio decision)、資料包絡分析(DEA(Data Envelopment Analysis))、簡易多屬性評估(SMART(Simple multi-attribute rating technique))
IC設計(...
102
加值型雙元...
加值型雙元貨幣產品 投資決策分析 (Decision Making Analysis for Yield-enhanced Dual Currency Investment)
NTHU
NDLTD
無口試日期
雙元貨幣(Dual Currency Investment)、外匯選擇權(Currency Options)、結構型商品(Structured deposit)、紫式決策分析架構(UNISON Decision Analysis Framework)、決策樹(Decision tree)
雙元貨幣(...
102
利用紫式決...
利用紫式決策分析方法建構保健食品產業供應商選擇架構 (Applying the UNISON Decision Analysis Method to Construct the Vender Selection Framework for Health Food Industry)
NTHU
NDLTD
無口試日期
保健食品產業(health food industry)、紫式決策分析架構(UNISON framework)、資料包絡分析法(data envelopment analysis)、供應商選擇(vendor selection)
保健食品產...
102
紫式決策分...
紫式決策分析以建構半導體設備商客戶支援服務最適人力規劃與配置決策模型 (UNISON Decision Analysis Framework for Optimizing Customer Technical Support Manpower Planning and Allocation Decisions of Semiconductor Equipment Supplier)
NTHU
NDLTD
無口試日期
人力資本(Human Capital)、人力配置(Decision Analysis)、人力組合(UNISON Decision Framework)、決策分析(Semiconductor industry)、紫式決策分析架構(Manpower Planning)、半導體產業(undefined)
人力資本(...
102
基金會發放...
基金會發放助獎學金之效益評估-以G慈善基金會為例 (The Evaluation of Foundation's efficiency for Scholarship Sponsorship - G Foundation as an Example)
NTHU
NDLTD
無口試日期
紫式決策分析(UNISON decision analysis framework)、平衡計分卡(Balanced scorecard)、效益評估(Performance evaluation)、非營利組織(Non-profit organization)、基金會(Foundations)
紫式決策分...
102
建構半導體...
建構半導體晶圓廠工業安全績效 指標層級架構 (Constructing on an Industrial Safety Performance Index Framework for the Semiconductor Industries)
NTHU
NDLTD
無口試日期
工業安全(Industrial Safety)、工安績效指標(Safety Performance Index)、半導體產業(Semiconductor Industries)、決策分析(Decision Analysis)
工業安全(...
101
半導體記憶...
半導體記憶體製造以存貨天數為基之多階安全存貨決策模式 (not found)
NTHU
NDLTD
無口試日期
存貨管理、安全存貨最適化、物料需求計畫、線性規劃
存貨管理、...
101
建構彩色濾...
建構彩色濾光膜及微透鏡缺陷樣型分析之資料挖礦架構 (Constructing a Data Mining Framework for Analyzing Defect Types of Color Filter and Microlens)
NTHU
NDLTD
無口試日期
彩色濾光膜及微透鏡製程(Color Filter and Microlens Process)、缺陷樣型(Defect Type)、資料挖礦(Data Mining)、列聯表分析(Crosstab Analysis)、關聯規則(Association Rules)
彩色濾光膜...
101
紫式決策分...
紫式決策分析客戶品質決策行為 - 以韓日電視品牌為例 (UNISON Decision Framework For Analyzing Quality Decision Behavior of Korean & Japanese TV Brands)
NTHU
NDLTD
無口試日期
液晶電視面板(LCD TV)、紫式決策(UNISON decision framework)、品質決策(Quality decision)、韓國品牌(Korean brands)、日本品牌(Japanese brands)
液晶電視面...
101
筆記型電腦...
筆記型電腦售後服務關鍵維修物件決策分析 (Decision-Making analysis for critical after-sales repair service parts of notebook computer)
NTHU
NDLTD
無口試日期
紫式決策分析架構(UNISON Decision Framework)、設計維修保固(service parts)、售後服務(modularization)、物料分類(service design)、服務設計(Service-based manufacturing)、服務型製造(undefined)
紫式決策分...
101
紫式決策分...
紫式決策分析以建構客戶服務人力資源配置規劃之決策模型 (UNISON Decision Making Framework for Constructing the Manpower Resource Allocation Planning Decision Model of Customer Service)
NTHU
NDLTD
無口試日期
人力資本(Human capital)、人力配置(Manpower allocation)、人力組合(Human Portfolio)、決策分析(Decision analysis)、紫式決策分析架構(UNISON Decision Framework)、面板產業(TFT-LCD industry)、知識工作者(Knowledge worker)
人力資本(...
101
紫式決策分...
紫式決策分析以建構網路通訊產業委外代工評選準則及其實證研究 (UNISON Decision Analysis Framework for Constructing Network Communication Industry Outsourcing Supplier selection and an Empirical Study)
NTHU
NDLTD
無口試日期
紫式決策分析架構(UNISON Decision Analysis Framework)、分析網路程序法(Analytic Network Process)、外包商評選(Outsourcing Supplier Selection)
紫式決策分...