Learning from data YS Abu-Mostafa, M Magdon-Ismail, HT Lin AMLBook, 2012 | 1410 | 2012 |
A note on Platt’s probabilistic outputs for support vector machines HT Lin, CJ Lin, RC Weng Machine learning 68, 267-276, 2007 | 1117 | 2007 |
A study on sigmoid kernels for SVM and the training of non-PSD kernels by SMO-type methods HT Lin, CJ Lin | 990 | 2003 |
Multilabel classification with principal label space transformation F Tai, HT Lin Neural Computation 24 (9), 2508-2542, 2012 | 396 | 2012 |
Ordinal regression by extended binary classification L Li, HT Lin Advances in neural information processing systems 19, 865, 2007 | 338 | 2007 |
Feature-aware Label Space Dimension Reduction for Multi-label Classification YN Chen, HT Lin Advances in Neural Information Processing Systems 25, 1538-1546, 2012 | 311 | 2012 |
Feature engineering and classifier ensemble for KDD cup 2010 HF Yu, HY Lo, HP Hsieh, JK Lou, TG McKenzie, JW Chou, PH Chung, ... Proceedings of the KDD Cup 2010 Workshop, 1-16, 2010 | 210 | 2010 |
Active learning by learning WN Hsu, HT Lin Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015 | 192 | 2015 |
Cold-start Active Learning through Self-supervised Language Modeling M Yuan, HT Lin, J Boyd-Graber arXiv preprint arXiv:2010.09535, 2020 | 170 | 2020 |
Reduction from cost-sensitive ordinal ranking to weighted binary classification HT Lin, L Li Neural Computation 24 (5), 1329-1367, 2012 | 132 | 2012 |
Cost-aware Pre-training for Multiclass Cost-sensitive Deep Learning YA Chung, HT Lin, SW Yang arXiv preprint arXiv:1511.09337, 2015 | 107 | 2015 |
Estimating Tropical Cyclone Intensity by Satellite Imagery Utilizing Convolutional Neural Networks BF Chen, B Chen, HT Lin, RL Elsberry Weather and Forecasting 34 (2), 447-465, 2019 | 106 | 2019 |
An Online Boosting Algorithm with Theoretical Justifications ST Chen, HT Lin, CJ Lu Arxiv preprint arXiv:1206.6422, 2012 | 101 | 2012 |
Refuel: Exploring sparse features in deep reinforcement learning for fast disease diagnosis YS Peng, KF Tang, HT Lin, E Chang Advances in neural information processing systems 31, 7322-7331, 2018 | 76 | 2018 |
Cost-sensitive label embedding for multi-label classification KH Huang, HT Lin Machine Learning 106, 1725-1746, 2017 | 74 | 2017 |
Unsupervised semantic feature discovery for image object retrieval and tag refinement YH Kuo, WH Cheng, HT Lin, WH Hsu IEEE Transactions on Multimedia 14 (4), 1079-1090, 2012 | 73 | 2012 |
Rotation-blended CNNs on a New Open Dataset for Tropical Cyclone Image-to-intensity Regression B Chen, BF Chen, HT Lin Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018 | 71 | 2018 |
Large-margin thresholded ensembles for ordinal regression: Theory and practice HT Lin, L Li International Conference on Algorithmic Learning Theory, 319-333, 2006 | 71 | 2006 |
A linear ensemble of individual and blended models for music rating prediction PL Chen, CT Tsai, YN Chen, KC Chou, CL Li, CH Tsai, KW Wu, YC Chou, ... Proceedings of KDD Cup 2011, 21-60, 2012 | 68 | 2012 |
One-sided support vector regression for multiclass cost-sensitive classification HH Tu, HT Lin Proceedings of the 27th International Conference on Machine Learning (ICML …, 2010 | 67 | 2010 |