NTU Theses and Dissertations Repository: 資料科學學位學程

資料科學學位學程 : [74] Collection home page

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Collection's Items (Sorted by Title in Ascending order): 41 to 60 of 74

Publication Year	Title	Author(s)	Department
2023	外掛式語言模型：利用一個簡單的迴歸模型控制文本生成 Plug-in Language Model: Controlling Text Generation with a Simple Regression Model	楊奈其; Nai-Chi Yang	資料科學學位學程
2025	大型語言模型 vs. 嵌入方法應用於醫療多變量時間序列：基於缺失率的系統性分析 Large Language Models vs. Embedding Methods for Medical Multivariate Time Series: A Systematic Analysis on Missing Rates	簡立誠; Li-Cheng Chien	資料科學學位學程
2024	大型語言模型於專家標記任務之局限性 Strong Large Language Models are Weak Expert Annotators	曾郁珉; Yu-Min Tseng	資料科學學位學程
2021	大腸直腸癌風險預測及監測間隔規劃：篩檢方法及監測策略 Risk Prediction and Monitoring Interval Planning for Colorectal Cancer: Screening and Surveillance	Shuo-En Ke; 柯碩恩	資料科學學位學程
2019	學習針對即將發佈的影像資料之隱私保護嵌入 Learning Privacy-preserving Embeddings for Image Data to Be Published	Chu-Chen Li; 李筑真	資料科學學位學程
2023	客製化小提琴指法生成系統 Customized Violin Fingering Generation System	林維揚; Wei-Yang Lin	資料科學學位學程
2019	專為旋律提取設計的流線型編碼器/解碼器架構 A streamlined encoder/decoder architecture for melody extraction	Tsung-Han Hsieh; 謝宗翰	資料科學學位學程
2022	心血管鈣化分數演算法佈署與微循環影片分析演算法開發 Cardiovascular Calcium Score Algorithm Deployment and Microcirculation Video Analysis Algorithm Development	Ming-Hsiu Lu; 呂明修	資料科學學位學程
2025	推動推薦系統的深度表徵學習：從序列到多模態與圖結構數據 Advancing Deep Representation Learning for Recommendation: From Sequential to Multimodal and Graph Structure Data	洪明邑; Ming-Yi Hong	資料科學學位學程
2024	改變校園對話：基於具檢索增強生成的大語言模型聊天機器人 Revolutionizing Campus Conversation: LLM-Powered Chatbot with Retrieval-Augmented Generation	陳姵如; Pei-Ju Chen	資料科學學位學程
2024	整合基因多型性和大腦磁振造影進行阿茲海默症的分類和高風險族群的識別 Integration of Genetic Polymorphisms and Brain MRI in Alzheimer’s Disease Classification and High-Risk Subgroups Identification	馬培峰; Pei-Feng Ma	資料科學學位學程
2019	整合階層種類知識於多標籤診斷文字理解 Leveraging Hierarchical Category Knowledge for Multi-Label Diagnostic Text Understanding	Shang-Chi Tsai; 蔡尚錡	資料科學學位學程
2022	文本嵌入向量逆向攻擊與主題式語意分解模型 Embedding Inversion Attack of Documents with Topic-aware Semantic Decoder Model	Li-Jen Liu; 劉力仁	資料科學學位學程
2019	於未見噪音環境下以非監督式域調適於語音增強之研究 A Study of Unsupervised Domain Adaptation in Speech Enhancement under Unseen Noise Environments	Chien-Feng Liao; 廖峴鋒	資料科學學位學程
2025	最佳化半監督式歸一化指數函式抽樣 Optimal Semi-Supervised Subsampling for Softmax Regression	王愛琳; Ai-Lin Wang	資料科學學位學程
2024	深度神經網絡的機器反學習 Machine Unlearning for Deep Neural Network	黃玉婷; Yu-Ting Huang	資料科學學位學程
2022	用機器學習方法尋找生物標記以預測PD-L1抑製劑於治療癌症的臨床反應 Identifying biomarkers for clinical responses of cancer patients to PD-L1 inhibitor by machine learning methods	Yiuwai Ng; 吳耀緯	資料科學學位學程
2025	科學合作網絡的綜合研究:基於網絡分析技術 A comprehensive study on the scientific collaboration networks via techniques in network analysis	賴銘彥; Ming-Yen Lai	資料科學學位學程
2020	綜觀模型架構之代表性：基於濾波器重要性學習之注意力機制通道剪枝 Dominance in an Overall Sight: Attentive Channel Pruning via Filter Importance Learning	Ting-An Chen; 陳庭安	資料科學學位學程
2020	綜觀模型架構之代表性：基於濾波器重要性學習之注意力機制通道剪枝 Dominance in an Overall Sight: Attentive Channel Pruning via Filter Importance Learning	Ting-An Chen; 陳庭安	資料科學學位學程

Collection's Items (Sorted by Title in Ascending order): 41 to 60 of 74

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