Speaker	Title
Session I: Chair: Prof. Chun-Nan Hsu 許鈞南 (Institute of Information Science, Academia Sinica)
Prof. Mark Liao 廖弘源 (Institute of Information Science, Academia Sinica)	多媒體訊號處理及其應用
Prof. Shou-De Lin 林守德 (Department of Computer Science and Information Engineering, National Taiwan University)	Mining Abnormal Instances in Complex Networks
Session II: Independent Component Analysis Chair: Prof. Yuan-chin Ivan Chang 張源俊 (Institute of Statistical Science, Academia Sinica)
Prof. Ray-Bing Chen陳瑞彬 (Institute of Statistics, National University of Kaohsiung)	Independent Component Analysis Via Copula Techniques
Prof. Jiann-Ming Wu 吳建銘 (Department of Applied Mathematics, National Dong Hwa University)	Linear and nonlinear independent component analysis by
Prof. Arthur C. Tsai 蔡志鑫 (Institute of Statistical Science, Academia Sinica)	Mapping single-trial EEG records on the Cortical Surface through Electromagnetic Spatiotemporal ICA (EMSICA) method
Session III: Kernel Method Chair: Prof. Yuh-Jye Lee 李育杰 (Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology)
Dr. Han-Shen Huang黃漢申 (Institute of Information Science, Academia Sinica)	Random Estimate Methods for Training Conditional Random Fields On-Line
Prof. Ruby Chiu-Hsing Weng翁久幸 (Department of Statistics, National Chengchi University)	Large-Scale Ranking by Paired Comparisons
Prof. Chih-Jen Lin林智仁 (Department of Computer Science and Information Engineering, National Taiwan University)	Trust Region Newton Method for Large-Scale Logistic Regression
Session IV: Chair: Prof. Hsing-Kuo Kenneth Pao 鮑興國 (Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology)
Prof. Chung-Chin Lu呂忠津 (Department of Electrical Engineering, National Tsing Hua University)	DNA Signal Detection by Dependency Graphs and Their Expanded Bayesian Networks
Prof. Winston H. Hsu徐宏民 ( Graduate Institute of Networking and Multimedia, National Taiwan University)	Confronting or Detouring the Semantic Gap? – a Perspective from Image/Video Retrieval
Prof. Yi-Liang Tung童宜亮 (Department of Environmental and Occupational Medical College, National Cheng Kung University)	Bayesian Adaptive LASSO for Regression Models
Session V: Applications of Machine Learning Chair: Prof. Chun-houh Chen 陳君厚 (Institute of Statistical Science, Academia Sinica)
James Chen 陳章榮 (National Center for Toxicological Research & U.S. Food and Drug Administration, Jefferson, AR 72079)	Ensemble Classifiers and Their Applications
John Aston 艾詩敦 (Institute of Statistical Science, Academia Sinica)	Investigating Compartmental Model Structures using Sparse Bayesian Learning
Chen-An Tsai 蔡政安 (Institute of Statistical Science, Academia Sinica)	Controlling the False Discovery Rate for the SAM Method
Session VI: Boosting Related Problems Chair: Prof. Chen-Hai Andy Tsao 曹振海 (Department of Applied Mathematics, National Dong Hwa University)
Prof. Yufen Huang 黃郁芬 and Mr. Yu-Pai Huang 黃宇白 (Institute of Statistical Science, National Chung-Cheng University)	L2 Boosting and Model Selection
Mr. W. Drago Chen 陳武強(Lan Yang Institute of Technology and Department of Applied Mathematics, National Dong Hwa University) and Prof. C. Andy Tsao曹振海 (Department of Applied Mathematics, National Dong Hwa University)	Boosting under Model Assumptions
Mr. Jian-Hong Lin 林建宏 and Prof. C. Andy Tsao曹振海 (Department of Applied Mathematics, National Dong Hwa University)	Simple But Powerful?: An Empirical Study of Regressions as Base Learner for Adaboost
Session VII: Learning for Graphics, Vision, and Multimedia Chair: Prof. Tyng-Luh Liu 劉庭祿 (Institute of Information Science, Academia Sinica)
Prof. Shang-Hong Lai 賴尚宏 (Department of Computer Science, National Tsing Hua University)	Adaboost-Based Paired Feature Learning and Its Applications
Prof. Yung-Yu Chuang 莊永裕 (Department of Computer Science and Information Engineering, National Taiwan University)	Association and Temporal Mining for Post-filtering of Semantic Concept Detection in Video
Prof. Tyng-Luh Liu劉庭祿 (Institute of Information Science, Academia Sinica)	Direct Energy Minimization for Super-Resolution on Nonlinear Manifolds