Results 211 to 220 of about 30,563 (303)

Credibility-based knowledge graph embedding for identifying social brand advocates. [PDF]

Front Big Data
Abu-Salih B, Alotaibi S, Al-Okaily M, Aljaafari M, Almiani M.   +4 more
europepmc   +1 more source

A Literature-Based Knowledge Graph Embedding Method for Identifying Drug Repurposing Opportunities in Rare Diseases. [PDF]

Pac Symp Biocomput, 2020
Sosa DN, Derry A, Guo M, Wei E, Brinton C, Altman RB.   +5 more
europepmc   +1 more source

A federated compositional knowledge graph embedding for communication efficiency

A federated compositional knowledge graph embedding for communication ...
Yao Zhao (317881), Borui Cai (14042361), Keshav Sood (13078764), Yong Xiang (13101027), Zihao Zheng (4609081), MD PALASH UDDIN (13098606)   +5 more
core  

Single‐Cell Annotation and Localization via Integrating Spatial Transcriptomics Maps the Mouse Ocular Atlas and RAO Dynamics

Advanced Science, EarlyView.
We developed the ASCAL pipeline, integrating complementary spatial transcriptomics, to construct a high‐fidelity mouse whole‐eye single‐cell atlas. Applying ASCAL to a retinal artery occlusion (RAO) model revealed spatially restricted immune activation localized to the ganglion cell layer and the selective depletion of a translationally active, outer ...
Chen Du, Yinming Li, Ziyue Li, Yuedan Wang, Shaopeng Li, Yijie Wang, Yingying Qu, Bingyang Lv, Ying Li, Ting Chen, Yu Zhou, Xuan Xiao   +11 more
wiley   +1 more source

Identifying compound-protein interactions with knowledge graph embedding of perturbation transcriptomics. [PDF]

Cell Genom
Ni S, Kong X, Zhang Y, Chen Z, Wang Z, Fu Z, Huo R, Tong X, Qu N, Wu X, Wang K, Zhang W, Zhang R, Zhang Z, Shi J, Wang Y, Yang R, Li X, Zhang S, Zheng M.   +19 more
europepmc   +1 more source

Beyond d‐Band Catalysis: A Critical Review and Descriptor Framework for Rare‐Earth Engineering in Lithium–Sulfur Batteries

Advanced Science, EarlyView.
Rare‐earth catalysts regulate lithium–sulfur battery chemistry through f‐orbital–mediated interactions, enabling simultaneous polysulfide adsorption and catalytic conversion on conductive carbon hosts. This synergistic control suppresses the shuttle effect, accelerates redox kinetics, and guides stable Li2S nucleation, providing a mechanistic framework
Fan Wang, Shihzad Shakil, Guozhi Wu, Jiarui Huang, Hanhui Lei, Terence Xiaoteng Liu   +5 more
wiley   +1 more source

Drug-target interaction prediction using knowledge graph embedding. [PDF]

iScience
Li N, Yang Z, Wang J, Lin H.
europepmc   +1 more source

stMixer for Scalable Mosaic Integration and Label Transfer in Spatial Histology and Multi‐Omics

Advanced Science, EarlyView.
stMixer is an unsupervised framework for scalable integration and label transfer across spatial histology and multi‐slide multi‐omics data with incomplete modality overlap. It combines self‐looped cross‐attention, multimodal metric learning, and graph‐guided cluster voting to align heterogeneous sections, correct batch effects, and propagate ...
Qixing Yang, Yan Wang, Luonan Chen, Chunman Zuo   +3 more
wiley   +1 more source

Machine Learning‐Driven Prediction of Microplastic Aging Processes and Environmental Risk Assessment Across Multi‐Media Systems

Advanced Science, EarlyView.
This perspective proposes a cohesive machine learning strategy to decode microplastic aging. It advocates for Federated Learning to dismantle global data silos and introduces the TRACE framework (TRansport, Aging, Corona, Ecotoxicity). By integrating physics‐informed modeling with causal discovery, this approach bridges the laboratory‐field gap to ...
Yaping Lyu, Xinran Qiu, Xing Li, Tianhuan Yang, Xuetao Guo, Hao Qiu, Peng Zhang   +6 more
wiley   +1 more source

OntoKGE: A Framework for Injecting Ontology Rules into Knowledge Graph Embedding Training

Link prediction is a key task in knowledge graphs that involves inferring new links between entities based on existing ones. Knowledge graph embedding models address this task by representing entities and relations as points in a geometric space and ...
Genevès, Pierre, Werner, Luisa, Sophie, Layaïda, Nabil   +2 more
core   +1 more source