@inbook{7394aa307883471fa1d46197148e8129,
title = "Fuzzy classification through generative multi-task learning",
abstract = "In this chapter, we introduce the concepts of both generative learning and multi-task learning, and presents a proposed fuzzy approach for multi-task classification. We also discuss the advantages of fuzzy classification in the context of generative multi-task learning, in comparison with traditional classification in the context of discriminative single-task learning.",
keywords = "Fuzzification Stage, Fuzzy Membership Degree, Fuzzy Rules, General Multi-task Learning, Mutual Exclusion",
author = "Han Liu and Mihaela Cocea",
note = "Publisher Copyright: {\textcopyright} 2018, Springer International Publishing AG.",
year = "2017",
month = nov,
day = "23",
doi = "10.1007/978-3-319-70058-8_5",
language = "English",
isbn = "9783319700571",
series = "Studies in Big Data",
publisher = "Springer Nature",
pages = "37--47",
editor = "Liu, {Han } and Cocea, {Mihaela }",
booktitle = "Granular Computing Based Machine Learning",
address = "United Kingdom",
}