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Institution	Date	Title	Author
臺大學術典藏	2020-05-04T07:56:21Z	Rotation-blended CNNs on a New Open Dataset for Tropical Cyclone Image-to-intensity Regression.	Chen, Boyo;Chen, Buo-Fu;Lin, Hsuan-Tien; Chen, Boyo; Chen, Buo-Fu; Lin, Hsuan-Tien; HSUAN-TIEN LIN
臺大學術典藏	2020-05-04T07:56:21Z	Cost-Sensitive Reference Pair Encoding for Multi-Label Learning.	Chang, Chih-Wei; Lin, Hsuan-Tien; HSUAN-TIEN LIN; Huang, Kuan-Hao; Yang, Yao-Yuan
臺大學術典藏	2020-05-04T07:56:21Z	Multi-Label Classification with Feature-Aware Cost-Sensitive Label Embedding.	HSUAN-TIEN LIN; Chiu, Hsien-Chun; Lin, Hsuan-Tien
臺大學術典藏	2020-05-04T07:56:20Z	Automatic Bridge Bidding Using Deep Reinforcement Learning	Yeh, Chih-Kuan; Hsieh, Cheng-Yu; Lin, Hsuan-Tien; HSUAN-TIEN LIN
臺大學術典藏	2020-05-04T07:48:10Z	Combination of feature engineering and ranking models for paper-author identification in KDD Cup 2013.	Zhuang, Yong; Lin, Shou-de; Lin, Hsuan-Tien; Lin, Chih-Jen; CHIH-JEN LIN; Li, Chun-Liang;Su, Yu-Chuan;Lin, Ting-Wei;Tsai, Cheng-Hao;Chang, Wei-Cheng;Huang, Kuan-Hao;Kuo, Tzu-Ming;Lin, Shan-Wei;Lin, Young-San;Lu, Yu-Chen;Yang, Chun-Pai;Chang, Cheng-Xia;Chin, Wei-Sheng;Juan, Yu-Chin;Tung, Hsiao-Yu;Wang, Jui-Pin;Wei, Cheng-Kuang;Wu, Felix;Yin, Tu-Chun;Yu, Tong;Zhuang, Yong;Lin, Shou-de;Lin, Hsuan-Tien;Lin, Chih-Jen; Li, Chun-Liang; Su, Yu-Chuan; Lin, Ting-Wei; Tsai, Cheng-Hao; Chang, Wei-Cheng; Huang, Kuan-Hao; Kuo, Tzu-Ming; Lin, Shan-Wei; Lin, Young-San; Lu, Yu-Chen; Yang, Chun-Pai; Chang, Cheng-Xia; Chin, Wei-Sheng; Juan, Yu-Chin; Tung, Hsiao-Yu; Wang, Jui-Pin; Wei, Cheng-Kuang; Wu, Felix; Yin, Tu-Chun; Yu, Tong
臺大學術典藏	2020-05-04T07:48:10Z	Effective string processing and matching for author disambiguation.	Chang, Wei-Cheng; Yang, Chun-Pai; Zhuang, Yong; Wu, Felix; Tung, Hsiao-Yu; Yu, Tong; Wang, Jui-Pin; Chang, Cheng-Xia; Juan, Yu-Chin; Chin, Wei-Sheng; Chin, Wei-Sheng;Juan, Yu-Chin;Zhuang, Yong;Wu, Felix;Tung, Hsiao-Yu;Yu, Tong;Wang, Jui-Pin;Chang, Cheng-Xia;Yang, Chun-Pai;Chang, Wei-Cheng;Huang, Kuan-Hao;Kuo, Tzu-Ming;Lin, Shan-Wei;Lin, Young-San;Lu, Yu-Chen;Su, Yu-Chuan;Wei, Cheng-Kuang;Yin, Tu-Chun;Li, Chun-Liang;Lin, Ting-Wei;Tsai, Cheng-Hao;Lin, Shou-De;Lin, Hsuan-Tien;Lin, Chih-Jen; CHIH-JEN LIN; Lin, Chih-Jen; Huang, Kuan-Hao; Kuo, Tzu-Ming; Lin, Shan-Wei; Lin, Young-San; Lu, Yu-Chen; Su, Yu-Chuan; Wei, Cheng-Kuang; Yin, Tu-Chun; Li, Chun-Liang; Lin, Ting-Wei; Tsai, Cheng-Hao; Lin, Shou-De; Lin, Hsuan-Tien
臺大學術典藏	2019	Estimating Tropical Cyclone Intensity by Satellite Imagery Utilizing Convolutional Neural Networks	Lin, Hsuan-Tien; Chen, Boyo; Chen, Buo-Fu; Elsberry, Russell L.; HSUAN-TIEN LIN
臺大學術典藏	2019	Deep Learning with a Rethinking Structure for Multi-label Classification.	Yang, Yao-Yuan; Yang, Yao-Yuan;Lin, Yi-An;Chu, Hong-Min;Lin, Hsuan-Tien; Lin, Yi-An; Chu, Hong-Min; Lin, Hsuan-Tien; HSUAN-TIEN LIN
臺大學術典藏	2018-09-10T09:45:53Z	Improving ranking performance with cost-sensitive ordinal classification via regression	Ruan, Yu-Xun;Lin, Hsuan-Tien;Tsai, Ming-Feng; Ruan, Yu-Xun; Lin, Hsuan-Tien; Tsai, Ming-Feng; HSUAN-TIEN LIN
臺大學術典藏	2018-09-10T09:19:46Z	A simple methodology for soft cost-sensitive classification	Jan, Te-Kang; Wang, Da-Wei; Lin, Chi-Hung; Lin, Hsuan-Tien; HSUAN-TIEN LIN
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

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