臺灣學術機構典藏系統 (Taiwan Academic Institutional Repository, TAIR)

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機構	日期	題名	作者
臺大學術典藏	2018-09-10T09:19:45Z	Reduction from cost-sensitive ordinal ranking to weighted binary classification	Lin, Hsuan-Tien; Li, Ling; Lin, Hsuan-Tien
臺大學術典藏	2018-09-10T08:38:54Z	Cost-sensitive classification on pathogen species of bacterial meningitis by surface enhanced Raman scattering	Lin, Hsuan-Tien; Chen, Hsin-Pai; Chern, Tsung-Chen; Huang, Chung-Yueh; Wen, Bing-Cheng; Chung, Chia-Wen; Li, Yung-Jui; Chuang, Ya-Ching; Li, Li-Li; Chan, Yu-Jiun; Wang, Juen-Kai; Wang, Yuh-Lin; Lin, Chi-Hung; Wang, Da-Wei; Jan, Te-Kang; HSUAN-TIEN LIN; Wang, Juen-Kai et al.
臺大學術典藏	2018-09-10T08:38:53Z	Unsupervised auxiliary visual words discovery for large-scale image object retrieval	Kuo, Yin-Hsi;Lin, Hsuan-Tien;Cheng, Wen-Huang;Yang, Yi-Hsuan;Hsu, Winston H.; Kuo, Yin-Hsi; Lin, Hsuan-Tien; Cheng, Wen-Huang; Yang, Yi-Hsuan; Hsu, Winston H.; HSUAN-TIEN LIN
臺大學術典藏	2018-09-10T04:10:52Z	A note on the decomposition methods for support vector regression	Liao, Shuo-Peng; Lin, Hsuan-Tien; Lin, Chih-JenLiao, S.-P.; Lin, H.-T.; Lin, C.-J.; HSUAN-TIEN LIN; CHIH-JEN LIN
臺大學術典藏	2017	Cyclic Classifier Chain for Cost-Sensitive Multilabel Classification.	Lin, Yi-An;Lin, Hsuan-Tien; Lin, Yi-An; Lin, Hsuan-Tien; HSUAN-TIEN LIN
臺大學術典藏	2016	A Simple Unlearning Framework for Online Learning Under Concept Drifts.	HSUAN-TIEN LIN; Lin, Hsuan-Tien; You, Sheng-Chi
國立政治大學	2014.02	Improving Ranking Performance with Cost-sensitive Ordinal Classification via Regression	Ruan, Yu-Xun ; Lin, Hsuan-Tien ; Tsai, Ming-Feng; 蔡銘峰
臺大學術典藏	2013	Active Learning for Multiclass Cost-Sensitive Classification Using Probabilistic Models.	HSUAN-TIEN LIN; Lin, Hsuan-Tien; Chen, Po-Lung; Chen, Po-Lung;Lin, Hsuan-Tien
臺大學術典藏	2013	Pairwise Regression with Upper Confidence Bound for Contextual Bandit with Multiple Actions.	Chang, Ya-Hsuan;Lin, Hsuan-Tien; Chang, Ya-Hsuan; Lin, Hsuan-Tien; HSUAN-TIEN LIN
臺大學術典藏	2012-11-10T07:21:06Z	Teaching Machine Learning to a Diverse Audience: the Foundation-based Approach	Lin, Hsuan-Tien; Magdon-Ismail, Malik; Abu-Mostafa, Yaser S.; Lin, Hsuan-Tien; Magdon-Ismail, Malik; Abu-Mostafa, Yaser S.
國立臺灣大學	2012	Feature-aware Label Space Dimension Reduction for Multi-label Classification	Chen, Yao-Nan; Lin, Hsuan-Tien
國立臺灣大學	2012	Unsupervised Semantic Feature Discovery for Image Object Retrieval and Tag Refinement	Kuo, Yin-Hsi; Cheng, Wen-Huang; Lin, Hsuan-Tien; Hsu, Winston H.
國立臺灣大學	2012	Reduction from cost-sensitive ordinal ranking to weighted binary classification	Lin, Hsuan-Tien; Li, Ling
國立臺灣大學	2012	Active Learning with Hinted Support Vector Machine	Li, Chun-Liang; Ferng, Chun-Sung; Lin, Hsuan-Tien
國立臺灣大學	2012	Multi-label Classification with Principal Label Space Transformation	Tai, Farbound; Lin, Hsuan-Tien
國立臺灣大學	2012	A Two-Stage Ensemble of Diverse Models for Advertisement Ranking in KDD Cup 2012	Wu, Kuan-Wei; Ferng, Chun-Sung; Ho, Chia-Hua; Liang, An-Chun; Huang, Chun-Heng; Shen, Wei-Yuan; Jiang, Jyun-Yu; Yang, Ming-Hao; Lin, Ting-Wei; Lee, Ching-Pei; Kung, Perng-Hwa; Wang, Chin-En; Ku, Ting-Wei; Ho, Chun-Yen; Tai, Yi-Shu; Chen, I-Kuei; Huang, Wei-Lun; Chou, Che-Ping; Lin, Tse-Ju; Yang, Han-Jay; Wang, Yen-Kai; Li, Cheng-Te; Lin, Shou-De; Lin, Hsuan-Tien
國立臺灣大學	2012	Balancing between Estimated Reward and Uncertainty during News Article Recommendation for ICML 2012 Exploration and Exploitation Challenge	Chou, Ku-Chun; Lin, Hsuan-Tien
國立臺灣大學	2012	Learning from Data: A Short Course	Abu-Mostafa, Yaser S.; Magdon-Ismail, Malik; Lin, Hsuan-Tien
國立臺灣大學	2012	Teaching Machine Learning to a Diverse Audience: the Foundation-based Approach	Lin, Hsuan-Tien; Magdon-Ismail, Malik; Abu-Mostafa, Yaser S.
國立臺灣大學	2012	A Simple Methodology of Soft Cost-sensitive Classification	Jan, Te-Kang; Wang, Da-Wei; Lin, Chi-Hung; Lin, Hsuan-Tien
國立臺灣大學	2012	An Online Boosting Algorithm with Theoretical Justifications	Chen, Shang-Tse; Lin, Hsuan-Tien; Lu, Chi-Jen
國立臺灣大學	2012	Improving Ranking Performance with Cost-sensitive Ordinal Classification via Regression	Ruan, Yu-Xun; Lin, Hsuan-Tien; Tsai, Ming-Feng
臺大學術典藏	2012	Learning from Data: A Short Course	Abu-Mostafa, Yaser S.; Magdon-Ismail, Malik; Lin, Hsuan-Tien; Abu-Mostafa, Yaser S.; Magdon-Ismail, Malik; Lin, Hsuan-Tien
臺大學術典藏	2012	Active Learning with Hinted Support Vector Machine	Li, Chun-Liang; Ferng, Chun-Sung; Lin, Hsuan-Tien; Li, Chun-Liang; Ferng, Chun-Sung; Lin, Hsuan-Tien
臺大學術典藏	2012	A Two-Stage Ensemble of Diverse Models for Advertisement Ranking in KDD Cup 2012	Wu, Kuan-Wei; Ferng, Chun-Sung; Ho, Chia-Hua; Liang, An-Chun; Huang, Chun-Heng; Shen, Wei-Yuan; Jiang, Jyun-Yu; Yang, Ming-Hao; Lin, Ting-Wei; Lee, Ching-Pei; Kung, Perng-Hwa; Wang, Chin-En; Ku, Ting-Wei; Ho, Chun-Yen; Tai, Yi-Shu; Chen, I-Kuei; Huang, Wei-Lun; Chou, Che-Ping; Lin, Tse-Ju; Yang, Han-Jay; Wang, Yen-Kai; Li, Cheng-Te; Lin, Shou-De; Lin, Hsuan-Tien; Wu, Kuan-Wei; Lin, Shou-De; Lin, Hsuan-Tien et al.
臺大學術典藏	2012	Feature-aware Label Space Dimension Reduction for Multi-label Classification	Chen, Yao-Nan; Lin, Hsuan-Tien; Chen, Yao-Nan; Lin, Hsuan-Tien
臺大學術典藏	2012	Balancing between Estimated Reward and Uncertainty during News Article Recommendation for ICML 2012 Exploration and Exploitation Challenge	Chou, Ku-Chun; Lin, Hsuan-Tien; Chou, Ku-Chun; Lin, Hsuan-Tien
臺大學術典藏	2012	An Online Boosting Algorithm with Theoretical Justifications	Chen, Shang-Tse; Lin, Hsuan-Tien; Lu, Chi-Jen; Chen, Shang-Tse; Lin, Hsuan-Tien; Lu, Chi-Jen
國立臺灣大學	2011	Multi-label Classification with Error-correcting Codes	Ferng, Chun-Sung; Lin, Hsuan-Tien
國立臺灣大學	2011	Multi-label Active Learning with Auxiliary Learner	Hung, Chen-Wei; Lin, Hsuan-Tien
國立臺灣大學	2011	Cost-Sensitive Classification on Pathogen Species of Bacterial Meningitis by Surface Enhanced Raman Scattering	Jan, Te-Kang; Lin, Hsuan-Tien; Chen, Hsin-Pai; Chern, Tsung-Chen; Huang, Chung-Yueh; Wen, Bing-Cheng; Chung, Chia-Wen; Li, Yung-Jui; Chuang, Ya-Ching; Li, Li-Li; Chan, Yu-Jiun; Wang, Juen-Kai; Wang, Yuh-Lin; Lin, Chi-Hung; Wang, Da-Wei
國立臺灣大學	2011	Novel Models and Ensemble Techniques to Discriminate Favorite Items from Unrated Ones for Personalized Music Recommendation	McKenzie, Todd G.; Ferng, Chun-Sung; Chen, Yao-Nan; Li, Chun-Liang; Tsai, Cheng-Hao; Wu, Kuan-Wei; Chang, Ya-Hsuan; Li, Chung-Yi; Lin, Wei-Shih; Yu, Shu-Hao; Lin, Chieh-Yen; Wang, Po-Wei; Ni, Chia-Mau; Su, Wei-Lun; Kuo, Tsung-Ting; Tsai, Chen-Tse; Chen, Po-Lung; Chiu, Rong-Bing; Chou, Ku-Chun; Chou, Yu-Cheng; Wang, Chien-Chih; Wu, Chen-Hung; Lin, Hsuan-Tien; Lin, Chih-Jen; Lin, Shou-De
國立臺灣大學	2011	A Linear Ensemble of Individual and Blended Models for Music Rating Prediction	Chen, Po-Lung; Tsai, Chen-Tse; Chen, Yao-Nan; Chou, Ku-Chun; Li, Chun-Liang; Tsai, Cheng-Hao; Wu, Kuan-Wei; Chou, Yu-Cheng; Li, Chung-Yi; Lin, Wei-Shih; Yu, Shu-Hao; Chiu, Rong-Bing; Lin, Chieh-Yen; Wang, Chien-Chih; Wang, Po-Wei; Su, Wei-Lun; Wu, Chen-Hung; Kuo, Tsung-Ting; McKenzie, Todd G.; Chang, Ya-Hsuan; Ferng, Chun-Sung; Ni, Chia-Mau; Lin, Hsuan-Tien; Lin, Chih-Jen; Lin, Shou-De
國立臺灣大學	2011	Unsupervised Auxiliary Visual Words Discovery for Large-Scale Image Object Retrieval	Kuo, Yin-Hsi; Lin, Hsuan-Tien; Cheng, Wen-Huang; Yang, Yi-Hsuan; Hsu, Winston H.
臺大學術典藏	2011	Multi-label Classification with Error-correcting Codes	Ferng, Chun-Sung; Lin, Hsuan-Tien; Ferng, Chun-Sung; Lin, Hsuan-Tien
臺大學術典藏	2011	Multi-label Active Learning with Auxiliary Learner	Hung, Chen-Wei; Lin, Hsuan-Tien; Hung, Chen-Wei; Lin, Hsuan-Tien
臺大學術典藏	2011	Novel Models and Ensemble Techniques to Discriminate Favorite Items from Unrated Ones for Personalized Music Recommendation	McKenzie, Todd G.; Lin, Hsuan-Tien; Lin, Chih-Jen; Lin, Shou-De et al.; Mckenzie, Todd G.; Ferng, Chun-Sung; Chen, Yao-Nan; Li, Chun-Liang; Tsai, Cheng-Hao; Wu, Kuan-Wei; Chang, Ya-Hsuan; Li, Chung-Yi; Lin, Wei-Shih; Yu, Shu-Hao; Lin, Chieh-Yen; Wang, Po-Wei; Ni, Chia-Mau; Su, Wei-Lun; Kuo, Tsung-Ting; Tsai, Chen-Tse; Chen, Po-Lung; Chiu, Rong-Bing; Chou, Ku-Chun; Chou, Yu-Cheng; Wang, Chien-Chih; Wu, Chen-Hung; Lin, Hsuan-Tien; Lin, Chih-Jen; Lin, Shou-De
臺大學術典藏	2011	A Linear Ensemble of Individual and Blended Models for Music Rating Prediction	Chen, Po-Lung; Lin, Hsuan-Tien; Lin, Chih-Jen; Lin, Shou-De et al.; Chen, Po-Lung; Tsai, Chen-Tse; Chen, Yao-Nan; Chou, Ku-Chun; Li, Chun-Liang; Tsai, Cheng-Hao; Wu, Kuan-Wei; Chou, Yu-Cheng; Li, Chung-Yi; Lin, Wei-Shih; Yu, Shu-Hao; Chiu, Rong-Bing; Lin, Chieh-Yen; Wang, Chien-Chih; Wang, Po-Wei; Su, Wei-Lun; Wu, Chen-Hung; Kuo, Tsung-Ting; Mckenzie, Todd G.; Chang, Ya-Hsuan; Ferng, Chun-Sung; Ni, Chia-Mau; Lin, Hsuan-Tien; Lin, Chih-Jen; Lin, Shou-De
臺大學術典藏	2011	Cost-Sensitive Classification on Pathogen Species of Bacterial Meningitis by Surface Enhanced Raman Scattering.	Jan, Te-Kang;Lin, Hsuan-Tien;Chen, Hsin-Pai;Chern, Tsung-Chen;Huang, Chung-Yueh;Wen, Bing-Cheng;Chung, Chia-Wen;Li, Yung-Jui;Chuang, Ya-Ching;Li, Li-Li;Chan, Yu-Jiun;Wang, Juen-Kai;Wang, Yuh-Lin;Lin, Chi-Hung;Wang, Da-Wei; Jan, Te-Kang; Lin, Hsuan-Tien; Chen, Hsin-Pai; Chern, Tsung-Chen; Huang, Chung-Yueh; Wen, Bing-Cheng; Chung, Chia-Wen; Li, Yung-Jui; Chuang, Ya-Ching; Li, Li-Li; Chan, Yu-Jiun; Wang, Juen-Kai; Wang, Yuh-Lin; Lin, Chi-Hung; Wang, Da-Wei; HSUAN-TIEN LIN
國立臺灣大學	2010	Cost-sensitive Classification: Status and Beyond	Lin, Hsuan-Tien
國立臺灣大學	2010	An Ensemble Ranking Solution to the Yahoo! Learning to Rank Challenge	Tsai, Ming-Feng; Chen, Shang-Tse; Chen, Yao-Nan; Ferng, Chun-Sung; Wang, Chia-Hsuan; Wen, Tzay-Yeu; Lin, Hsuan-Tien
國立臺灣大學	2010	Feature Engineering and Classifier Ensemble for KDD Cup 2010	Yu, Hsiang-Fu; Lo, Hung-Yi; Hsieh, Hsun-Ping; Lou, Jing-Kai; McKenzie, Todd G.; Chou, Jung-Wei; Chung, Po-Han; Ho, Chia-Hua; Chang, Chun-Fu; Wei, Yin-Hsuan; Weng, Jui-Yu; Yan, En-Syu; Chang, Che-Wei; Kuo, Tsung-Ting; Lo, Yi-Chen; Chang, Po Tzu; Po, Chieh; Wang, Chien-Yuan; Huang, Yi-Hung; Hung, Chen-Wei; Ruan, Yu-Xun; Lin, Yu-Shi; Lin, Shou-de; Lin, Hsuan-Tien; Lin, Chih-Jen
國立臺灣大學	2010	Multi-label Classification with Principle Label Space Transformation	Tai, Farbound; Lin, Hsuan-Tien
國立臺灣大學	2010	One-sided Support Vector Regression for Multiclass Cost-sensitive Classification	Tu, Han-Hsing; Lin, Hsuan-Tien
臺大學術典藏	2010	Cost-sensitive Classification: Status and Beyond	Lin, Hsuan-Tien; Lin, Hsuan-Tien
臺大學術典藏	2010	An Ensemble Ranking Solution to the Yahoo! Learning to Rank Challenge	Tsai, Ming-Feng; Chen, Shang-Tse; Chen, Yao-Nan; Ferng, Chun-Sung; Wang, Chia-Hsuan; Wen, Tzay-Yeu; Lin, Hsuan-Tien; Tsai, Ming-Feng; Chen, Shang-Tse; Chen, Yao-Nan; Ferng, Chun-Sung; Wang, Chia-Hsuan; Wen, Tzay-Yeu; Lin, Hsuan-Tien
臺大學術典藏	2010	Feature Engineering and Classifier Ensemble for KDD Cup 2010	Lin, Chih-Jen; Yu, Hsiang-Fu; Lo, Yi-Chen; Lin, Shou-de; Lin, Hsuan-Tien; Lin, Chih-Jen et al.; Yu, Hsiang-Fu; Lo, Hung-Yi; Hsieh, Hsun-Ping; Lou, Jing-Kai; Mckenzie, Todd G.; Chou, Jung-Wei; Chung, Po-Han; Ho, Chia-Hua; Chang, Chun-Fu; Wei, Yin-Hsuan; Weng, Jui-Yu; Yan, En-Syu; Chang, Che-Wei; Kuo, Tsung-Ting; Lin, Hsuan-Tien; Lo, Yi-Chen; Chang, Po Tzu; Po, Chieh; Wang, Chien-Yuan; Huang, Yi-Hung; Hung, Chen-Wei; Ruan, Yu-Xun; Lin, Yu-Shi; Lin, Shou-De
臺大學術典藏	2010	Multi-label Classification with Principle Label Space Transformation	Tai, Farbound; Lin, Hsuan-Tien; Tai, Farbound; Lin, Hsuan-Tien
臺大學術典藏	2010	One-sided Support Vector Regression for Multiclass Cost-sensitive Classification	Tu, Han-Hsing; Lin, Hsuan-Tien; Tu, Han-Hsing; Lin, Hsuan-Tien
國立臺灣大學	2009	An Ensemble of Three Classifiers for KDD Cup 2009: Expanded Linear Model, Heterogeneous Boosting, and Selective Na ve Bayes	Lo, Hung-Yi; Chang, Kai-Wei; Chen, Shang-Tse; Chiang, Tsung-Hsien; Ferng, Chun-Sung; Hsieh, Cho-Jui; Ko, Yi-Kuang; Kuo, Tsung-Ting; Lai, Hung-Che; Lin, Ken-Yi; Wang, Chia-Hsuan; Yu, Hsiang-Fu; Lin, Chih-Jen; Lin, Hsuan-Tien; Lin, Shou-de

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