A Novel Capsule Based Hybrid Neural Network for Sentiment Classification
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2906398
Abstract: Sentiment classification of short text is a challenging task because of limited contextual information. We propose a capsule-based hybrid neural network model which can obtain the implicit semantic information effectively. Bidirectional gated recurrent unit (BGRU)… read more here.
Keywords: capsule based; sentiment classification; model; based hybrid ... See more keywords
Authorship Attribution of Microtext Using Capsule Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Computational Social Systems"
DOI: 10.1109/tcss.2021.3067736
Abstract: Authorship attribution (AA) is an important task, as it identifies the author of a written text from a set of suspect authors. Different methodologies of anonymous writing have been discovered with the rising usage of… read more here.
Keywords: authorship attribution; task; attribution microtext; capsule ... See more keywords
Capsule-Based Self-Healing and Self-Sensing Composites with Enhanced Mechanical and Electrical Restoration
Sign Up to like & getrecommendations! Published in 2022 at "Polymers"
DOI: 10.3390/polym14235264
Abstract: In this work, we report for the first time the manufacturing and characterization of smart multifunctional, capsule-based self-healing and self-sensing composites. In detail, neat and nanomodified UF microcapsules were synthesized and incorporated into composites with… read more here.
Keywords: healing self; self healing; geometry; based self ... See more keywords