Big Data Privacy: Challenges to Privacy Principles and Models - 2016
Jordi Soria-Comas
Abstract This paper explores the challenges raised by big data in
privacy-preserving data management. First, we examine the conflicts raised by
big data with respect to preexisting concepts of private data management, such
as consent, purpose limitation, transparency and individual rights of access,
rectification and erasure. Anonymization appears as the best tool to mitigate
such conflicts, and i... hiện toàn bộ
Image Preprocessing in Classification and Identification of Diabetic Eye Diseases Tập 6 Số 4 - Trang 455-471 - 2021
Rubina Sarki, Khandakar Ahmed, Hua Wang, Yanchun Zhang, Jiangang Ma, Kate Wang
AbstractDiabetic eye disease (DED) is a cluster of eye problem that affects
diabetic patients. Identifying DED is a crucial activity in retinal fundus
images because early diagnosis and treatment can eventually minimize the risk of
visual impairment. The retinal fundus image plays a significant role in early
DED classification and identification. An accurate diagnostic model’s
development using a ... hiện toàn bộ
An Interactive Network for End-to-End Review Helpfulness Modeling Tập 5 Số 3 - Trang 261-279 - 2020
Jiahua Du, Liping Zheng, Jizhou He, Jia Rong, Hua Wang, Yanchun Zhang
AbstractReview helpfulness prediction aims to prioritize online reviews by
quality. Existing methods largely combine review texts and star ratings for
helpfulness prediction. However, star ratings are used in a way that has either
little representation capacity or limited interaction with review texts. As a
result, rating information has yet to be fully exploited during the combination.
This paper... hiện toàn bộ