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 ...... 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 diagno...... 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 d...... hiện toàn bộ