MEMBERS

在學中

張逢恩 - Recommendation System
葉娟鳳 - Smart Medical Prediction
戴盈采 - LLM based Recommendation
陳宥廷 - LLM based Recommendation
戴宇彣 - Smart Medical Prediction
劉益彰- LLM based Explainable Recommendation
吳立歆 -

畢業生學

113 劉婷瑋具動態使用者偏好雙序列Transformer之個人化可解釋推薦方法 [Dual-Sequence Transformer for Personalized and Explainable Recommendations with Dynamic User Preferences ]
113 呂宗諭基於擴散資料增強與雙層級對比學習之序列推薦方法 [Item- and Sequence-Level Contrastive Learning via Diffusion-Based Data Augmentation for Sequential Recommendation ]
112 謝奕箴以評分和項目資訊增強之個人化可解釋推薦 [Enhancing Personalized Explainable Recommendation with Rating and Item Information]
112 紀欣佑多任務學習之具解釋性呼吸器脫離預測 [Multi-Task Learning for Interpretable Weaning Prediction]
112 詹凱博多角度標註之 Mask-RCNN 瑕疵檢測方法 [A Defect Detection Method using Mask-RCNN with Multi-Angle Marking] (在職生)
112 劉璿鈞以標籤感知圖卷積網路建構之文本分類方法 [Label-Aware Graph Convolutional Network for Text Classification]
112 陳政興自適應對比學習之順序推薦 [Adaptive Contrastive Learning for Sequential Recommendation]
111 賴孟春基於Twitter與搜尋趨勢之比特幣價格預測方法 [Bitcoin Price Forecasting with Twitter Tweets and Search Trends] (在職生)
111 吳秉峻運用潛在互動訊息於遞歸神經網路建構之階段感知式推薦 [Exploiting Latent Interaction Information for Session-Aware Recommendation Using Recurrent Neural Networks]
111 張元銘使用 LSTM 和注意力機制於血液透析患者之呼吸器脫離預測 [Weaning Prediction for Hemodialysis Patients Using LSTM and Attention Mechanism]
111 范瑞麟基於循環神經網路之水質預測 (在職生) [Water Quality Prediction based on Recurrent Neural Network]
110 陳彥伸 YOLO演算法應用於產品缺陷分類 [Classification of Product Defects using YOLO Algorithm] (在職生)
110 李其准基於遞歸神經網路之可解釋呼吸器脫離預測 [Interpretable Weaning Prediction Based on Recurrent Neural Network]
109 時敏珊以內容感知加強遞歸神經網路建構之階段感知推薦 [Context Enhanced Recurrent Neural Network for Session-Aware Recommendation]
109 蘇瑋俊基於深度學習之維修文件生成方法 [Generation of Maintenance Reports based on Deep Learning] (在職生)
108 孫右錠一個探勘具增益比之高效益序列規則演算法 [An Algorithm for Mining High Utility Sequential Rules of Increasing Profit Ratio]
108 胡建安透過句對消歧義以BERT建構之內文感知實體連結 [Context-Aware Entity Linking via Sentence Pair Disambiguation with BERT]
108 屠翔鈺結合靜態特徵與動態資料於長短期記憶之呼吸器脫離預測方法 [Weaning Prediction by Combining Static Features and Dynamic Data using LSTM]
107 陳柏宇以階層式遞歸網路建構之階段感知推薦 [Session-Aware Recommendation Using Hierarchical Recurrent Network]
106 林玗儒運用Spark於肝癌文獻之大數據分析 [Big Data Analytics on Liver-Cancer Literature using Spark]
105 陳沛文探勘不確定軌跡中具時間差限制的機率性移動樣式 [Mining Probabilistic Mobile-Patterns from Uncertain Trajectories with Gap Constraints]
105 陳冠綸無須支配關係檢查之高效率天際線聯結查詢方法 [Efficient Processing of Skyline-Join Queries without Dominance Checking]
104 蔚承元商業流程管理系統-以材料出售作業平台為例 [Business Process Management: An Example on Material Sales Platform] (在職生)
104 王志郁資產負債表之應付費用預估方法：以員工特休未休假獎金為例 [Prediction of Accrual Expenses in Balance Sheet: A Case Study on Bonus of Unused Annual Leave] (在職生)
104 胥沛恩具備Web of Things概念的輕量級資源導向智慧家庭服務架構 [Toward a Lightweight Resource-Oriented Service Architecture for Smart Homes: A Web-of-Things Approach] (與廖峻鋒老師共同指導)
104 林岳嶙具限制條件群集天際線之高效率計算方法 [Efficient Computation of Constrained Group Skyline]
104 林靖琨具限制條件聚合連結之高效率天際線查詢方法 [Efficient Processing of Skyline Queries in Aggregate-Join with Constraints]
103 康書偉有效率之前K項高效益項目集探勘演算法 [An Efficient Algorithm for Mining Top-K High Utility Itemsets]
103 王天正資料量平衡改善之MapReduce實體解析演算法 [Improving MapReduce-based Entity-resolution by Data Load Balancing]
103 楊朝文基於MapReduce之高效率群組天際線查詢計算 [Efficient Computation of Group Skyline Queries on MapReduce]
103 張博毓大型晶圓廠自動物料搬運系統高效率運輸之研究 [A Study on Transport Analysis of Automated Material Handling System for a Large Wafer Fab] (在職生)
101 黃美瑄具排名之前K項高維度的子空間天際線查詢 [Top-K Subspace Skyline Queries with Ranking on High Dimensional Data]
101 邱羿郡區塊式多鍵值實體解析之MapReduce負載平衡演算法 [A Load-balanced MapReduce Algorithm for Blocking-based Entity-resolution with Multiple Keys]
100 曹智雄具記憶體效能之時間敏感資料串流序列樣式探勘 [Memory-Effective Mining of Sequential Patterns in Time-Sensitive Data Streams]
100 傅承泰不確定性資料庫之漸進與互動式機率性頻繁項目集探勘 [Incremental and Interactive Mining of Probabilistic Frequent Itemsets in Uncertain Databases]
100 李宗哲結合SIFT描述子之高準確率關聯式圖像分類方法 [Highly Accurate Associative Image Classification by Incorporating SIFT Descriptors]
100 李培宇基於MapReduce之高效率頻繁項目集探勘演算法 [Efficient Algorithms for Frequent Itemset Mining on MapReduce]
099 陳聖凱序列資料分類演算法於大型醫療資料庫之應用 [Applications of Sequence Patterns Classification Algorithms on Medical Databases] (在職生)
099 董燕文人類基因中外顯子跳躍事件的頻繁內隱子片段與循序樣式探勘 [Mining Frequent Intronic Fragments and Sequential Patterns of Exon Skipping in Human Genes]
099 姚鴻志時間敏感資料串流高效能序列樣式之探勘 [Efficient Mining of Sequential Patterns in Time-Sensitive Data Streams]
099 李建誠在有限的記憶體中探勘時間敏感資料串流之頻繁項目 [Time-Sensitive Stream Pattern Mining under Bounded Memory Constraints]
099 曾國禎等值區間計算之高效反向天際線查詢演算法 [Efficient Algorithms of Equivalent Ranges Computations for Reverse Skyline Queries]
098 凃哲夫利用最大項目集特性有效探勘高效益項目集 [Efficient Mining of High Utility Itemsets using Maximal Itemset Property]
097 李萬朝互動式資料串流高頻封閉項目集探勘 [Interactive Mining of Frequent Closed Itemsets in a Data Stream] (在職生)
097 董建翔互動式探勘資料串流最大高頻項目集 [Interactive Mining of Maximal Frequent Itemsets in Data Streams]
097 詹志勤以後向方式探勘漸增資料庫之序列樣式 [Incremental Discovery of Sequential Patterns Using Backward Mining Approaches]
096 陳建良實務應用之正負序列樣式探勘 [Positive and Negative Sequential Pattern Mining for Practical Applications]
096 劉吉評互動式資料串流高頻項目集探勘 [Interactive Mining of Frequent Itemsets in Data Streams]
095 王重義增強效能之可變動支持度資料串流高頻樣式探勘演算法 [Enhanced Variable Support Mining of Frequent Itemsets over Data Streams]
095 陳明宏植基於序列樣式之大型序列資料分類演算法 [Classification Algorithms of Large Scale Sequence Data Based on Sequential Patterns]
094 黃聖坤在變動的支持度中有效率的進行資料串流高頻項目集探勘之研究 [Efficient Mining of Frequent Patterns in Data Streams with Variable Support Thresholds]
094 張家汶具時間限制之高效率序列樣式探勘演算法 [Efficient Algorithms for Mining Sequential Patterns with Time Constraints]

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