Results 101 to 110 of about 8,905,265 (199)

Temporal relational graph convolutional network approach to financial performance prediction

Accurately predicting financial entity performance remains a challenge due to the dynamic nature of financial markets and vast unstructured textual data.
Yuan Fang, Brindha Priyadarshini Jeyaraman, Bing Tian Dai, JEYARAMAN BRINDHA PRIYADARSHINI,, DAI, Bing Tian, FANG, Yuan   +5 more
core   +1 more source

A Temporal Knowledge Graph Generation Dataset Supervised Distantly by Large Language Models. [PDF]

Sci Data
Zhu J, Fu Y, Zhou J, Chen D.
europepmc   +1 more source

A temporal knowledge graph reasoning model based on recurrent encoding and contrastive learning. [PDF]

PeerJ Comput Sci
Liu W, Hasikin K, Khairuddin ASM, Liu M, Zhao X.   +4 more
europepmc   +1 more source

Question Answering Over Spatio-Temporal Knowledge Graph

Spatio-temporal knowledge graphs (STKGs) extend the concept of knowledge graphs (KGs) by incorporating time and location information. While the research community's focus on Knowledge Graph Question Answering (KGQA), the field of answering questions ...
Li, Huiying, Qi, Guilin, Dai, Xinbang
core  

Temporal Knowledge Graph Completion Based on Historical Summary Enhancement

Tongxin xuebao
Temporal knowledge graph completion aims to predict future missing entity links based on historical observed facts. To overcome the issues of remote information truncation and redundant noise, a method named Historical Summary Enhancement (HSE) was ...
TIAN Xiaowei, ZHANG Xiaoyan, DU Xiaofeng, LU Tianbo   +3 more
doaj  

AResKGLM: a graph-grounded language-model framework for interpretable multi-hop antimicrobial resistance reasoning. [PDF]

Brief Bioinform
Ren J, Yang Z, Liu W, Tat Alexander Ng M.   +3 more
europepmc   +1 more source

Graph-Based Machine Learning for Predicting Drug-Drug Interactions: A Systematic Review. [PDF]

Pharmaceuticals (Basel)
Reza MT, Kader MA, Inoubli W, Hossain MB, Islam MK.   +4 more
europepmc   +1 more source

Knowledge Graph and Large Language Model-Based Analysis of fMRI Brain Functional Neuroimaging Research. [PDF]

Bioengineering (Basel)
Liu Z, Ouyang H, Liu X, Mao H, Dai W, Kang Y.   +5 more
europepmc   +1 more source

A Survey on Temporal Knowledge Graph: Representation Learning and Applications

Knowledge graphs have garnered significant research attention and are widely used to enhance downstream applications. However, most current studies mainly focus on static knowledge graphs, whose facts do not change with time, and disregard their dynamic ...
Mao, Xin, Long, Zhaoguang, Wu, Changxu, Lan, Man, Zhou, Yuhao, Cai, Li   +5 more
core  

DentalEdu-AI graph: mapping evidence-grounded and knowledge-structured AI for dental education, assessment, and accuracy. [PDF]

Saudi Dent J
Yadalam PK, Karobari MI.
europepmc   +1 more source