2014
A Transfer-Learning Approach to Exploit Noisy Information for Classification and Its Application on Sentiment Detection
Lin W, Kuo T, Huang Y, Lu W, Lin S. A Transfer-Learning Approach to Exploit Noisy Information for Classification and Its Application on Sentiment Detection. Lecture Notes In Computer Science 2014, 8916: 262-273. DOI: 10.1007/978-3-319-13987-6_25.Peer-Reviewed Original Research
2013
Exploiting Temporal Information in a Two-Stage Classification Framework for Content-Based Depression Detection
Shen Y, Kuo T, Yeh I, Chen T, Lin S. Exploiting Temporal Information in a Two-Stage Classification Framework for Content-Based Depression Detection. Lecture Notes In Computer Science 2013, 7818: 276-288. DOI: 10.1007/978-3-642-37453-1_23.Peer-Reviewed Original Research
2008
Learning to improve area-under-FROC for imbalanced medical data classification using an ensemble method
Lo H, Chang C, Chiang T, Hsiao C, Huang A, Kuo T, Lai W, Yang M, Yeh J, Yen C, Lin S. Learning to improve area-under-FROC for imbalanced medical data classification using an ensemble method. ACM SIGKDD Explorations Newsletter 2008, 10: 43-46. DOI: 10.1145/1540276.1540290.Peer-Reviewed Original Research