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 | 使用程式相... 使用程式相依關係圖引導的分層結構變換器以改進原始碼摘要 (Enhancing Source Code Summarization with a Hierarchical Structure of Program Dependency Graph-Induced Transformer) | NTHU NDLTD | 碩 | 2.00 |
軟體工程(Software Engineering)、深度學習(Deep Learning)、機器翻譯(Machine Translation)、程式碼摘要(Source Code Summarization)、變換器(Transformer)、程式相依關係圖(Program Dependency Graph)、抽象語法樹(Abstract Syntax Tree) 軟體工程(... | ||||
112 | 使用雙向程... 使用雙向程式依賴導引的注意力機制以增強方法層級軟體缺陷預測 (Enhancing Method-Level Software Defect Prediction through Bidirectional Program Dependency-Guided Attention Mechanism) | NTHU NDLTD | 碩 | 2.00 |
軟體缺陷預測(Software Defect Prediction)、注意力機制(Attention Mechanism)、深度學習(Deep Learning) 軟體缺陷預... | ||||
112 | 在轉換器中... 在轉換器中利用抽象語法樹進行自動漏洞修復 (Utilizing Abstract Syntax Trees in Transformers for Automated Vulnerability Repair) | NTHU NDLTD | 碩 | 2.00 |
抽象語法樹(Abstract Syntax Tree)、深度學習(Deep Learning)、神經機器翻譯(Machine Translation)、轉換器(Transformer)、漏洞修復(Vulnerability Repair)、補丁生成(Patch Generation)、軟體工程(Software Engineering) 抽象語法樹... | ||||
111 | 以模擬交易... 以模擬交易來偵測基於自動化造市機制的價格預言機弱點方法 (A Method of Using Transaction Simulation to Detect AMM-based Price Oracle Vulnerabilities) | NTHU NDLTD | 碩 | 1.98 |
軟體工程(Software Engineering)、智慧合約(Smart Contract)、區塊鏈(Blockchain)、價格預言機(Price Oracle) 軟體工程(... | ||||
111 | 在轉換器中... 在轉換器中使用非傅里葉和抽象語法樹結構相對位置表示法來進行程式碼摘要 (Applying Non-Fourier and AST-Structural Relative Position Representations in Transformer for Source Code Summarization) | NTHU NDLTD | 碩 | 1.98 |
抽象語法樹(Abstract Syntax Tree)、深度學習(Deep Learning)、機器翻譯(Machine Translation)、自然語言(Natural Language)、程式理解(Program Comprehension)、位置編碼(Positional Encoding)、程式碼摘要(Source Code Summarization)、軟體工程(Software Engineering) 抽象語法樹... | ||||
111 | 用於影像超... 用於影像超分辨率的雙尺度融合注意網絡 (Dual-Scale Fusion Attention Network For Image Super-resolution) | NTHU NDLTD | 碩 | 1.92 |
超解析度(Super resolution)、超分辨率(Dual scale)、雙尺度(Attention)、注意力(undefined) 超解析度(... | ||||
111 | 混合多層門... 混合多層門控網絡用於影像超解析度 (Hybrid Hierarchical Gate Network For Image Super-resolution) | NTHU NDLTD | 碩 | 1.92 |
超解析度(Super resolution) 超解析度(... | ||||
110 | 運用誤分類... 運用誤分類偵測與離群值修正於深度學習系統之錯誤修復 (Adopting Misclassification Detection and Outlier Modification to Fault Correction in Deep Learning System) | NTHU NDLTD | 碩 | 1.99 |
深度學習系統(Deep learning system)、深度學習系統之錯誤修復(Fault-correction in deep learning system)、誤分類偵測(Misclassification detection)、離群值偵測(Outlier detection)、離群值修正(Outlier modification) 深度學習系... | ||||
110 | 使用基於影... 使用基於影像具空間金字塔池化層的卷積神經網路之軟體缺陷預測方法 (Image-Based Approach for Software Defect Prediction by using CNN with Spatial Pyramid Pooling Layer) | NTHU NDLTD | 碩 | 1.99 |
軟體可靠度(Software reliability)、軟體缺陷預測(Software defect prediction)、深度學習(Deep learning) 軟體可靠度... | ||||
109 | 結合多層次... 結合多層次模塊化分群與多模式演算法以增進軟體模組化品質 (Incorporating Multi-Level Modularity Clustering into Multi-Pattern algorithms for Improving the Quality of Software Modularization) | NTHU NDLTD | 碩 | 1.99 |
軟體架構恢復(Software architecture recovery)、軟體模組化(Software modularization)、軟體叢集(Software clustering)、軟體分群(Modular clustering)、模塊化分群(undefined) 軟體架構恢... | ||||
109 | 用於改進測... 用於改進測試套件精簡效率之基於叢集之方法 (Cluster-Based Approaches for Improving the Effectiveness of Test Suite Reduction) | NTHU NDLTD | 碩 | 1.99 |
測試套件精簡(Test suite reduction)、迴歸測試(Regression test)、叢集演算法(Cluster algorithm)、測試標準(Testing criteria)、代碼覆蓋率(Code coverage) 測試套件精... | ||||
108 | 應用切片基... 應用切片基底可測試性轉換於改進符號執行測試資料生成 (Applying Slicing-Based Testability Transformation to Improve Test Data Generation with Symbolic Execution) | NTHU NDLTD | 碩 | 2.99 |
符號執行(symbolic execution)、測試性轉換(testability transformation)、程式切片(program slicing)、KLEE(KLEE)、自動測資生成(automated test generation)、軟體測試(software testing)、軟體工程(software engineering) 符號執行(... | ||||
108 | 應用非監督... 應用非監督式學習方法於文本聚類與自動軟體分類之研究 (A Study of Applying Unsupervised Learning Methods for Document Clustering and Automatic Categorization of Software) | NTHU NDLTD | 碩 | 1.99 |
文本聚類(Document clustering)、自動軟體分類(Automatic software categorization)、K-平均演算法(K-means)、非負矩陣分解(Nonnegative matrix factorization)、譜聚類(Spectral clustering) 文本聚類(... | ||||
108 | 基於卷積神... 基於卷積神經網路及識別字切割方法以改進程式碼註解之自動生成 (Improving Automatic Generation of Source Code Comments using Convolutional Neural Networks and ID-splitting Method) | NTHU NDLTD | 碩 | 1.99 |
深度學習(Deep Learning)、註解生成(Comment Generation)、程式理解(Program Comprehension)、自然語言(Natural Language)、機器翻譯(Machine Translation)、軟體工程(Software Engineering) 深度學習(... | ||||
108 | 考量多重品... 考量多重品質因素之以深度學習為基礎的網路服務模型分析與評估 (Analysis and evaluation of deep-learning based Web service model considering multiple quality factors) | NTHU NDLTD | 碩 | 2.41 |
服務品質(QoS)、回應時間(response time)、多因素(multi factor)、多變量(multi variable)、深度學習(deep-learning) 服務品質(... | ||||
107 | 基於深度學... 基於深度學習之程式除錯與修復實證研究 (An Empirical Investigation of Using Deep Learning-Based Approaches for Program Debugging and Repair) | NTHU NDLTD | 碩 | 2.99 |
自動程式修復(automatic program repair)、搜尋基底修復(search-based repair)、基因編程(genetic programming)、深度學習(deep learning)、深度置信網路(deep brief network) 自動程式修... | ||||
107 | 用於軟體可... 用於軟體可靠度分析之以深度學習為基礎的加權組合模型 (Weighted Combinations of Deep-Learning Based Models for Software Reliability Analysis) | NTHU NDLTD | 碩 | 1.99 |
軟體可靠度成長模型(software reliability growth models)、深度學習(Deep learning)、軟體測試(Software testing)、非柏松過程(Non-homogeneous Poisson process (NHPP))、組合模型(Combinational model) 軟體可靠度... | ||||
107 | 應用深度學... 應用深度學習模型與注意力機制於軟體錯誤預測之研究 (Analysis of Applying Deep Learning Model with Attention Mechanism for Software Defect Prediction) | NTHU NDLTD | 碩 | 1.99 |
軟體工程(Software engineering)、錯誤預測(Defect prediction)、深度學習(Deep learning)、卷積神經網路(Convolutional Neural Network)、注意力機制(Attention mechanism)、自注意力機制(Self-Attention mechanism) 軟體工程(... | ||||
106 | 基於深度學... 基於深度學習運用加權激活函數改進軟體錯誤預測 (Using Weighted Activation Function to Improve Software Defect Prediction Based on Deep Learning) | NTHU NDLTD | 碩 | 2.00 |
軟體工程(Software Engineering)、軟體品質保證(Software Quality Assurance)、深度學習(Deep Learning)、即時錯誤預測(Just-In-Time Defect Prediction)、深度置信網路(Deep Belief Network)、加權組合(Weighted Combination) 軟體工程(... | ||||
106 | 使用考量多... 使用考量多面向物件導向特性之動態量測來改進類別耦合力 (Using Dynamic Measurement to Improve Coupling at the Class Level by Considering Multiple Object-Oriented Features) | NTHU NDLTD | 碩 | 2.00 |
耦合力(Coupling)、動態度量(Dynamic Metric)、軟體工程(Software engineering)、軟體度量(Software Measurement)、加權量測方法(Weighted Metric) 耦合力(C... | ||||
105 | 使用佔先式... 使用佔先式優先權排隊模型及以速率為基礎之模擬程序於軟體可靠度分析 (Software Reliability Analysis Using Preemptive Priority Queueing Models and Rate-Based Simulation Procedures) | NTHU NDLTD | 碩 | 1.99 |
排隊(Queueing)、優先權(Priority)、先佔式(Preemptive)、軟體可靠度成長模型(SRGM)、模擬(Simulation) 排隊(Qu... | ||||
105 | 考量錯誤傳... 考量錯誤傳遞及軟體容錯之服務導向軟體系統可靠度評量與敏感度分析 (Considering Error Propagation and Fault Tolerance in Reliability Assessment and Sensitivity Analysis of Service Oriented Software Systems) | NTHU NDLTD | 碩 | 1.99 |
服務導向軟體系統(Service oriented software system)、可靠度模型(Reliability modeling)、錯誤傳遞(Error propagation)、軟體容錯(Fault tolerance)、敏感度分析(Sensitivity analysis) 服務導向軟... | ||||
105 | 運用考量可... 運用考量可理解性與品質驅動模組化多特徵叢集演算法以增強軟體維護度 (Enhancing Software Maintainability by Using Multi-Pattern Clustering Algorithm Considering Both Understandability and Quality Driven Modularization) | NTHU NDLTD | 碩 | 1.99 |
軟體架構回復(Software architecture recovery)、軟體叢集(Software clustering)、軟體模組化(Software modularization)、叢集分析(Cluster analysis)、軟體維護度(Software maintainability)、可理解性(Understandability)、軟體品質(Software quality) 軟體架構回... | ||||
105 | 使用統計資... 使用統計資料分析方法改進軟體可靠度建模之可信度 (Using the Methods of Statistical Data Analysis to Improve the Trustworthiness of Software Reliability Modeling) | NTHU NDLTD | 碩 | 2.56 |
軟體可靠度建模(Software Reliability Modeling)、非齊次卜瓦松過程(NHPP)、錯誤資料分析(Failure Data Analysis)、統計資料分析方法(Statistical Data Analysis Method) 軟體可靠度... | ||||
104 | 使用帕爾曲... 使用帕爾曲線變動點模型去預測開源軟體弱點之研究 (A Study of Using Parr-Curve Change-Point Model to Predict Vulnerabilities in Open-Source Software) | NTHU NDLTD | 碩 | 暫無口試日期 |
軟體弱點發現模型(Vulnerability discovery model)、瑞利模型(Rayleigh model)、韋伯模型(Weibull model)、軟體弱點預測(Vulnerability prediction)、變動點(Change-point) 軟體弱點發... | ||||
104 | 權重組合演... 權重組合演算法於測試個案精簡之分析與比較 (Analysis and Comparison of Weighted Combinatorial Algorithms for Test Suite Reduction) | NTHU NDLTD | 碩 | 暫無口試日期 |
測試個案精簡(test suite reduction)、回歸測試(regression testing)、測試標準(testing criteria)、代碼覆蓋率(code coverage)、軟體缺陷偵測有效性(software fault detection effectiveness)、基因演算法(genetic algorithms)、權重組合(weighted combination)、最佳化問題(optimization problems) 測試個案精... | ||||
104 | 應用加權組... 應用加權組合測試標準於軟體測試套件精簡實驗研究之分析 (Analysis of Experimental Studies on Weighted Combinatorial Testing Criterion for Software Test Suite Reduction) | NTHU NDLTD | 碩 | 暫無口試日期 |
測試個案精簡(Test suite reduction)、回歸測試(regression testing)、測試標準(testing criteria)、代碼覆蓋率(code coverage)、軟體缺陷偵測有效性(software fault detection effectiveness)、基因演算法(genetic algorithms)、權重組合(weighted combination)、最佳化問題(optimization problems) 測試個案精... | ||||
104 | 應用模糊專... 應用模糊專家系統方法於測試套件精簡及測試個案優先排序以改進故障偵錯能力 (Improving Fault Detection Capability by Incorporating Fuzzy Expert System Approach into Test Suite Reduction and Test Case Prioritization) | NTHU NDLTD | 碩 | 暫無口試日期 |
測試套件精簡(Test Suite Reduction)、軟體測試(Software Testing)、模糊理論(Fuzzy Logic) 測試套件精... | ||||
103 | 應用加強型... 應用加強型單一變動點模型於軟體弱點分佈之分析與評估 (Analysis and Evaluation of Enhanced Single Change-Point Model for Software Vulnerability Distribution) | NTHU NDLTD | 碩 | 暫無口試日期 |
軟體安全性(Software vulnerability)、軟體弱點分佈(Vulnerability discovery model)、軟體弱點預測模型(Software security) 軟體安全性... | ||||
103 | 運用快捷排... 運用快捷排隊理論方法於軟體開發人員配置與管理之研究 (A Study of Applying Express Queueing Theoretic Approach to Personal Allocation and Management in Software Development) | NTHU NDLTD | 碩 | 暫無口試日期 |
排隊理論(Queueing Theory)、軟體除錯(Software Debugging)、專案管理(Project Management)、快捷佇列(Express Queue)、軟體錯誤分類(Fault Classification) 排隊理論(... | ||||
103 | 開源物件導... 開源物件導向系統之耦合力量化量測 (Quantitative Measurement of the Coupling of Open Source Object-Oriented System) | NTHU NDLTD | 碩 | 暫無口試日期 |
驗證(Verification)、量測方法(Measurement techniques)、物件導向程式(Object-Oriented Programming)、複雜度量測(Complexity measures)、軟體維護(Software maintenance)、品質分析與評估(Quality analysis and evaluation) 驗證(Ve... | ||||
103 | 應用模糊專... 應用模糊專家系統方法於測試套件精簡之研究 (A Study of Test Suite Reduction with the Fuzzy Expert System Approach) | NTHU NDLTD | 碩 | 暫無口試日期 |
軟體測試(software testing)、測試套件精簡(Test suite reduction)、模糊理論(fuzzy logic) 軟體測試(... | ||||
103 | 考量錯誤傳... 考量錯誤傳遞影響之服務導向軟體系統可靠度預測與評量 (Reliability Prediction and Assessment of Service-Oriented Software Systems Considering the Effect of Error Propagation) | NTHU NDLTD | 碩 | 暫無口試日期 |
可靠度(reliability)、服務導向軟體系統(service oriented systems)、錯誤傳遞(error propagation) 可靠度(r... | ||||
102 | 考量多重目... 考量多重目標最佳化之開放原始碼軟體釋放時機與管理 (Open Source Software Release Time and Management Considering Multi-objective Optimization) | NTHU NDLTD | 碩 | 暫無口試日期 |
開放原始碼軟體(Open source software)、多重釋放規畫(multi release planning)、軟體可靠度模型(software reliability growth model)、多重目標最佳化(multi-objective optimization)、多重目標演化演算法(multi-objective evolutionary algorithm) 開放原始碼... | ||||
102 | 使用修正擴... 使用修正擴散模型於開放源軟體系統之可靠度評估與管理 (Applying Modified Diffusion Models to Reliability Assessment and Management for Open Source Software System) | NTHU NDLTD | 碩 | 暫無口試日期 |
擴散模型(diffusion model)、軟體可靠度(software reliability)、不完美除錯(imperfect debugging)、除錯時間延遲(debugging time lag)、開放源系統(open source software) 擴散模型(... | ||||
101 | 使用有限伺... 使用有限伺服器排隊模型於軟體偵錯與移除過程之可靠度分析與應用 (Reliability Analysis and Application of Using Finite Server Queuing Models in the Detection and Removal Processes of Software Faults) | NTHU NDLTD | 碩 | 暫無口試日期 |
排隊理論(queueing theory)、軟體可靠度模型(SRGM)、有限伺服器(finite queueing)、無限伺服器(infinite queueing) 排隊理論(... | ||||
101 | 運用模型組... 運用模型組合方法於開放源碼軟體規模變動之分析 (Using Model Combinatorial Methods to Analyze Program Size Variation in Open-Source Software) | NTHU NDLTD | 碩 | 暫無口試日期 |
軟體大小估計(Size estimation)、程式碼長度(Code length)、組合模型(Combination Model)、分量迴歸(Quantile Regression) 軟體大小估... |