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Publication Year	Title	Author(s)	Department
2018	基於歌詞與歌曲音訊特徵之熱門歌曲預測 Lyrics and Audio Features-based Hit Song Prediction	Yong-Xiang Zhang; 張詠翔	經濟學研究所
2019	應用全卷積神經網絡：U-Net於鏽蝕語義分割影像辨識 Corrosion Semantic Segmentation for Steel Bridge Using Fully Convolutional Networks: U-NET	Su-Kai Chen; 陳思愷	土木工程學研究所
2012	剛性與柔性解碼之錯誤更正碼於多標籤分類學習之應用 Multi-label Classiﬁcation with Hard-/soft-decoded Error-correcting Codes	Chun-Sung Ferng; 馮俊菘	資訊工程學研究所
2017	基於機器學習&Android Dynamic Framework的惡意軟體檢測和攔截 Android Malware application detection and intercepts based on SVM	Zhi-Feng Feng; 馮志峰	資訊工程學研究所
2018	利用對抗式目標與資料擴增於深度強化學習間的遷移 Transferring Deep Reinforcement Learning with Adversarial Objective and Augmentation	Shu-Hsuan Hsu; 許書軒	資訊管理學研究所
2019	結合光譜及空間資訊之聯合稀疏表示應用於高光譜影像分類 Hyperspectral image classification via integration of joint sparse representation with spectral and spatial information	Ying-Ying Cheng; 鄭盈盈	土木工程學研究所
2020	以機器學習模型發展及驗證短版中風衝擊量表 Using Machine Learning Algorithms to Develop and Validate a Brief Version of Stroke Impact Scale	Pei-Chi Li; 李沛綺	職能治療研究所
2020	通過兩院制投票框架來使用未標記數據增強模型 A Bicameralism Voting Framework to Enhance a Model Using Unlabeled Data	Yu-Tung Hsieh; 謝雨桐	資訊工程學研究所
2020	人工智慧「民主化」與經濟體制變革－以限制競爭規範為出發點 Democratizing Artificial Intelligence and Reform of Economic System－From the Restraints of Competition	Yi-Fan Chuang; 莊一凡	事業經營法務碩士在職學位學程
2010	應用機器學習方法預測核糖核酸與蛋白質結合位置 Applying Machine Learning on Prediction of RNA-Binding Residues in Proteins	Li-Yuan Chiu; 邱莉媛	工程科學及海洋工程學研究所