Securing Private Keys in Electronic Health Records Using Session-Based Hierarchical Key Encryption
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Applied Security Research"
DOI: 10.1080/19361610.2017.1354272
Abstract: ABSTRACT Patients want the assurance that the confidentiality of their records accessed through Electronic Health Records (EHR) are safe. With increasing implementation of EHR for health care, privacy concern remains a barrier that limits patients'… read more here.
Keywords: based hierarchical; hierarchical key; session based; health ... See more keywords
Learning Sequential General Pattern and Dependency via Hybrid Neural Model for Session-Based Recommendation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3201244
Abstract: Recent study shows that recommendation system not only relys on user’s static preference, but also dynamic preference. Consequently, it leads to the emergence of session-based recommendation. With the development of recurrent neural network, this kind… read more here.
Keywords: based recommendation; recommendation; dependency; session based ... See more keywords
A Graph Positional Attention Network for Session-Based Recommendation
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3235353
Abstract: The main idea of a session-based recommendation system is to model the user’s historical click sequence and then summarize user preferences and predict the items the user will interact with. The session recommendation model based… read more here.
Keywords: recommendation; session based; attention; model ... See more keywords
Attention-Enhanced Graph Neural Networks With Global Context for Session-Based Recommendation
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3254897
Abstract: Session-based recommendation is a crucial task aiming to predict users’ interested items based only on anonymous user behaviors. Most recent solutions for session-based recommendation comprehensively consider the interactive information of all sessions but bring the… read more here.
Keywords: recommendation; session based; attention enhanced; session ... See more keywords
Hybrid-Order Gated Graph Neural Network for Session-Based Recommendation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2021.3091435
Abstract: Considering sessions as directed subgraphs, graph neural networks (GNNs) are supposed to be capable of capturing the complex dependencies among items and suitable for session-based recommendation. However, deep GNNs suffer from the oversmoothing problem of… read more here.
Keywords: hybrid order; based recommendation; session based;
Attention-Enhanced Graph Neural Networks for Session-Based Recommendation
Sign Up to like & getrecommendations! Published in 2020 at "Mathematics"
DOI: 10.3390/math8091607
Abstract: Session-based recommendation, which aims to match user needs with rich resources based on anonymous sessions, nowadays plays a critical role in various online platforms (e.g., media streaming sites, search and e-commerce). Existing recommendation algorithms usually… read more here.
Keywords: recommendation; based recommendation; session based; session ... See more keywords
Data Size-Aware Downlink Massive MIMO: A Session-Based Approach
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Wireless Communications Letters"
DOI: 10.48550/arxiv.2205.04369
Abstract: This letter considers the development of transmission strategies for the downlink of massive multiple-input multiple-output networks, with the objective of minimizing the completion time of the transmission. Specifically, we introduce a session-based scheme that splits… read more here.
Keywords: data size; size aware; session based; aware downlink ... See more keywords
Self-supervised global context graph neural network for session-based recommendation
Sign Up to like & getrecommendations! Published in 2022 at "PeerJ Computer Science"
DOI: 10.7717/peerj-cs.1055
Abstract: Session-based recommendation (SBR) aims to recommend the next items based on anonymous behavior sequences over a short period of time. Compared with other recommendation paradigms, the information available in SBR is very limited. Therefore, capturing… read more here.
Keywords: self supervised; based recommendation; session based; context ... See more keywords