Browsing by Subject Machine Learning

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Issue DateTitleAuthor(s)
1-Feb-2018Accurate Classification of Diminutive Colorectal Polyps Using Computer-Aided AnalysisChen, Peng-Jen; Lin, Meng-Chiung; Lai, Mei-Ju; Lin, Jung-Chun; Lu, Henry Horng-Shing; Tseng, Vincent S.; 生物科技學系; 統計學研究所; 資訊工程學系; Department of Biological Science and Technology; Institute of Statistics; Department of Computer Science
1-Jan-2017Analyzing Students' Attention in Class Using Wearable DevicesZhang, Xin; Wu, Cheng-Wei; Fournier-Viger, Philippe; Van, Lan-Da; Tseng, Yu-Chee; 資訊工程學系; Department of Computer Science
1-Jan-2018Applying Big Data, Machine Learning, and SDN/NFV to 5G Traffic Clustering, Forecasting, and ManagementLuong-Vy Le; Sinh, Do; Lin, Bao-Shuh Paul; Tung, Li-Ping; 資訊工程學系; 電機學院; 電子與資訊研究中心; Department of Computer Science; College of Electrical and Computer Engineering; Microelectronics and Information Systems Research Center
2009Applying Neural Networks to Detect the Failures of Turbines in Thermal Power FacilitiesChen, Kai-Ying; Chen, Long-Sheng; Chen, Mu-Chen; Lee, Chia-Lung; 運輸與物流管理系 註:原交通所+運管所; Department of Transportation and Logistics Management
1-Jan-2017Big Data and Machine Learning Driven Handover Management and ForecastingVy, Le Luong; Tung, Li-Ping; Lin, Bao-Shuh Paul; 材料科學與工程學系; 資訊工程學系; Department of Materials Science and Engineering; Department of Computer Science
1-Jan-2016Biomimetic Robotic Construction Process An approach for adapting mass irregular-shaped natural materialsCheng, Chi-Li; Hou, June-Hao; 交大名義發表; National Chiao Tung University
2012LATENT DIRICHLET LEARNING FOR HIERARCHICAL SEGMENTATIONChien, Jen-Tzung; Chueh, Chuang-Hua; 電機資訊學士班; Undergraduate Honors Program of Electrical Engineering and Computer Science
2015Machine Learning-Based Configuration Parameter Tuning on Hadoop SystemChen, Chi-Ou; Zhuo, Ye-Qi; Yeh, Chao-Chun; Lin, Che-Min; Liao, Shih-wei; 資訊工程學系; Department of Computer Science
1-Jan-2018Nonvolatile Crossbar 2D2R TCAM with Cell Size of 16.3 F-2 and K-means Clustering for Power ReductionZhou, Keji; Xue, Xiaoyong; Yang, Jianguo; Xu, Xiaoxin; Lv, Hangbing; Wang, Mingyu; Jing, Ming'e; Liu, Wenjun; Zeng, Xiaoyang; Chung, Steve S.; Li, Jing; Liu, Ming; 交大名義發表; National Chiao Tung University
1-Jan-2017Optimisation and Evaluation of Hyperspectral Imaging System using Machine Learning AlgorithmSuthar, Gajendra; Huang, Jung Y.; Chidangil, Santhosh; 光電工程學系; Department of Photonics
1-Jan-2018A Practical Model for Traffic Forecasting based on Big Data, Machine-learning, and Network KPIsLe, Luong-Vy; Sinh, Do; Tung, Li-Ping; Lin, Bao-Shuh Paul; 資訊工程學系; 電機學院; 電子與資訊研究中心; Department of Computer Science; College of Electrical and Computer Engineering; Microelectronics and Information Systems Research Center
1-Jan-2018SDN/NFV, Machine Learning, and Big Data Driven Network Slicing for 5GLe, Luong-Vy; Lin, Bao-Shuh Paul; Tung, Li-Ping; Sinh, Do; 資訊工程學系; 電機學院; 電子與資訊研究中心; Department of Computer Science; College of Electrical and Computer Engineering; Microelectronics and Information Systems Research Center
1-Jan-2019Transportation Type Identification by using Machine Learning Algorithms with Cellular InformationLin, Yi-Hao; Chen, Jyh-Cheng; Lin, Chih-Yu; Su, Bo-Yue; Lee, Pei-Yu; 資訊工程學系; Department of Computer Science
1-Jan-2019Unsupervised methods for Software Defect PredictionHa, Duy-An; Chen, Ting-Hsuan; Yuan, Shyan-Ming; 資訊工程學系; 電機資訊國際碩士學位學程; Department of Computer Science; EECS International Graduate Program-Master
1-Jan-2019Using Machine Learning Approach to Identify Synonyms for Document MiningTrappey, Amy J. C.; Trappey, Charles V.; Wu, Jheng-Long; Tsai, Kevin T. -C; 管理科學系; Department of Management Science
2-Jan-2020Using supervised machine learning on large-scale online forums to classify course-related Facebook messages in predicting learning achievement within the personal learning environmentWu, Jiun-Yu; Hsiao, Yi-Cheng; Nian, Mei-Wen; 教育研究所; Institute of Education
2016一個以機器學習為基礎之軟體定義網路中的大數據流偵測方法黃元顥; 黃俊龍; Huang, Yuan-Hao; Huang, Jiun-Long; 網路工程研究所
2016一個基於使用者個人資料與發佈文章的社群網站垃圾訊息散播者的偵測機制—以新浪微博為例楊元齊; 羅濟群; Yang,Yuan-Chi; Lo,Chi-Chun; 資訊管理研究所
2016一個針對物聯網的資料分析框架宋易侁; 陳穎平; Sung, Yi-Shen; Chen, Ying-Ping; 資訊科學與工程研究所
2016以人工智慧方法及時間序列模型建構日曆效應價差交易策略鄭巧君; 陳安斌; 黃思皓; Cheng, Chiao-Chun; Chen, An-Pin; Szu-Hao Huang; 資訊管理研究所