Knowledge-enhanced data-driven models for quantifying the effectiveness of PP fibers in spalling prevention of ultra-high performance concrete
Sign Up to like & getrecommendations! Published in 2021 at "Construction and Building Materials"
DOI: 10.1016/j.conbuildmat.2021.123946
Abstract: Abstract Ultra-high performance concrete (UHPC) shows volumetric instability at high temperatures because of explosive spalling. Polypropylene (PP) fibers are effective in mitigating the explosive spalling of UHPC; however, the threshold PP fiber dosage to prevent… read more here.
Keywords: ultra high; explosive spalling; knowledge enhanced; performance concrete ... See more keywords
KeMRE: Knowledge-enhanced medical relation extraction for Chinese medicine instructions
Sign Up to like & getrecommendations! Published in 2021 at "Journal of biomedical informatics"
DOI: 10.1016/j.jbi.2021.103834
Abstract: Medicine instructions usually contain rich medical relations, and extracting them is very helpful for many downstream tasks such as medicine knowledge graph construction and medicine side-effect prediction. Existing relation extraction (RE) methods usually predict relations… read more here.
Keywords: medicine; knowledge; medicine instructions; chinese medicine ... See more keywords
Knowledge-enhanced protein subcellular localization prediction from 3D fluorescence microscope images
Sign Up to like & getrecommendations! Published in 2025 at "Bioinformatics"
DOI: 10.1093/bioinformatics/btaf331
Abstract: Abstract Motivation Pinpointing the subcellular location of proteins is essential for studying protein function and related diseases. Advances in spatial proteomics have shown that automatic recognition of protein subcellular localization from images could highly facilitate… read more here.
Keywords: subcellular localization; protein subcellular; knowledge enhanced;
KEMIM: Knowledge-enhanced User Multi-interest Modeling for Recommender Systems
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3264550
Abstract: Researchers typically leverage side information, such as social networks or the knowledge graph, to overcome the sparsity and cold start problem in collaborative filtering. To tackle the limitations of existing user interest modeling, we propose… read more here.
Keywords: enhanced user; interest modeling; knowledge graph; knowledge enhanced ... See more keywords
Knowledge-Enhanced Physical Layer Authentication for Mobile Devices
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Consumer Electronics"
DOI: 10.1109/tce.2024.3379524
Abstract: Channel state information (CSI)-based physical layer authentication (PLA) is considered to be a promising technology for wireless network security. However, in mobile scenarios, device mobility and environmental dynamics limit the reliability of PLA due to… read more here.
Keywords: authentication; knowledge enhanced; layer authentication; physical layer ... See more keywords
IKENGA: Infeasibility Knowledge-Enhanced Genetic Algorithm for Virtual Network Embedding
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Green Communications and Networking"
DOI: 10.1109/tgcn.2025.3600426
Abstract: Network function virtualization (NFV) is a promising technology that enhances the flexibility and efficiency of network management, enabling multiple network services from users to concurrently share the resources of the underlying infrastructure. A critical challenge… read more here.
Keywords: genetic algorithm; knowledge enhanced; virtual network; network ... See more keywords
Knowledge Enhanced Graph Neural Networks for Explainable Recommendation
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Knowledge and Data Engineering"
DOI: 10.1109/tkde.2022.3142260
Abstract: Recently, explainable recommendation has attracted increasing attentions, which can make the recommender system more transparent and improve user satisfactions by recommending products with useful explanations. However, existing methods trend to trade-off between the recommendation accuracy… read more here.
Keywords: neural networks; recommendation; explainable recommendation; knowledge enhanced ... See more keywords
A Knowledge-Enhanced Platform (MetaSepsisKnowHub) for Retrieval Augmented Generation–Based Sepsis Heterogeneity and Personalized Management: Development Study
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Medical Internet Research"
DOI: 10.2196/67201
Abstract: Background Sepsis is a severe syndrome of organ dysfunction caused by infection; it has high heterogeneity and high in-hospital mortality, representing a grim clinical challenge for precision medicine in critical care. Objective We aimed to… read more here.
Keywords: sepsis; knowledge enhanced; medicine; platform ... See more keywords
Knowledge-Enhanced Transformer Graph Summarization (KETGS): Integrating Entity and Discourse Relations for Advanced Extractive Text Summarization
Sign Up to like & getrecommendations! Published in 2024 at "Mathematics"
DOI: 10.3390/math12233638
Abstract: The rapid proliferation of textual data across multiple sectors demands more sophisticated and efficient techniques for summarizing extensive texts. Focusing on extractive text summarization, this approach zeroes in on choosing key sentences from a document,… read more here.
Keywords: extractive text; summarization; text summarization; knowledge enhanced ... See more keywords
Knowledge enhanced bottom-up affordance grounding for robotic interaction
Sign Up to like & getrecommendations! Published in 2024 at "PeerJ Computer Science"
DOI: 10.7717/peerj-cs.2097
Abstract: With the rapid advancement of robotics technology, an increasing number of researchers are exploring the use of natural language as a communication channel between humans and robots. In scenarios where language conditioned manipulation grounding, prevailing… read more here.
Keywords: knowledge; bottom affordance; knowledge enhanced; language ... See more keywords