Few-labeled visual recognition for self-driving using multi-view visual-semantic representation
Sign Up to like & getrecommendations! Published in 2021 at "Neurocomputing"
DOI: 10.1016/j.neucom.2020.02.128
Abstract: Abstract For a car self-driving system, it is vital to accurately recognize the objects on the road. This is often achieved by analyzing the images captured by various cameras. However, in real applications, we often… read more here.
Keywords: view visual; self driving; multi view; semantic representation ... See more keywords
General and feature-based semantic representations in the semantic network
Sign Up to like & getrecommendations! Published in 2020 at "Scientific Reports"
DOI: 10.1038/s41598-020-65906-0
Abstract: How semantic representations are manifest over the brain remains a topic of active debate. A semantic representation may be determined by specific semantic features (e.g. sensorimotor information), or may abstract away from specific features and… read more here.
Keywords: semantic representations; feature based; general semantic; semantic representation ... See more keywords
Deep2s: Improving Aspect Extraction in Opinion Mining With Deep Semantic Representation
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2999673
Abstract: Syntactical rule based approaches for aspect extraction, which are free from expensive manual annotation, are promising in practice. These approaches extract aspects mainly through the dependency relations in the surface sentence structures. However, deep and… read more here.
Keywords: aspect extraction; semantic representation; extraction opinion; deep semantic ... See more keywords
Semantic representation fusion based network for robust land cover classification in foggy conditions
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2023.3280158
Abstract: A precise and robust classification of land cover is crucial for land use estimation. A robust model that can provide rich semantic information is imperative for the challenging task of land cover classification (LCC) in… read more here.
Keywords: semantic representation; classification; land; representation ... See more keywords
Quality Assessment and Semantic Representation of the Module on Cyberbullying
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Latin America Transactions"
DOI: 10.1109/tla.2024.10375733
Abstract: Annually, in Mexico, the National Institute of Statistics and Geography publishes a dataset called Module on Cyberbullying (MOCIBA). The article presents the evaluation of the quality of data collected in 2021 based on the ISO/IEC… read more here.
Keywords: assessment semantic; module; module cyberbullying; semantic representation ... See more keywords
Semantics in action: a guide for representing clinical data elements with SNOMED CT
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Biomedical Semantics"
DOI: 10.1186/s13326-025-00326-5
Abstract: Clinical data is abundant, but meaningful reuse remains lacking. Semantic representation using SNOMED CT can improve research, public health, and quality of care. However, the lack of applied guidelines to industrialise the process hinders sustainability… read more here.
Keywords: semantics; data elements; semantic representation; clinical data ... See more keywords