Results 121 to 130 of about 2,166 (199)

An Analysis of Novel Money Laundering Data Using Heterogeneous Graph Isomorphism Networks. FinCEN Files Case Study

Aim: This study aimed to develop and apply the novel HexGIN (Heterogeneous extension for Graph Isomorphism Network) model to the FinCEN Files case data and compare its performance with existing solutions, such as the SAGE-based graph neural network and ...
Wójcik, Filip
core   +1 more source

Fault Diagnosis Method for Reciprocating Compressors Based on Spatio-Temporal Feature Fusion. [PDF]

Sensors (Basel)
Xu H, Ji X, Qin X, An W, Zhang F, Duan L, Wang J.   +6 more
europepmc   +1 more source

HKD-MGIN: a physics informed graph neural network using heat kernel diffusion for mapping adolescent functional brain connectivity. [PDF]

Mach Learn Comput Sci Eng
Patel B, Habeeb Z.
europepmc   +1 more source

HybFusion: A holistic Android malware detection framework with advanced feature fusion and ensemble learning. [PDF]

PLoS One
Minh Manh V, Do Xuan C, Van NTK.
europepmc   +1 more source

SynKit: A Graph-Based Python Framework for Rule-Based Reaction Modeling and Analysis. [PDF]

J Chem Inf Model
Phan TL, González Laffitte ME, Weinbauer K, Merkle D, Andersen JL, Fagerberg R, Gatter T, Stadler PF.   +7 more
europepmc   +1 more source

Explainability Methods from Machine Learning Detect Important Drugs' Atoms in Drug-Target Interactions. [PDF]

J Chem Inf Model
Mahindran M, Liu Q, Kadambalithaya VM, Kalinina OV.   +3 more
europepmc   +1 more source

PepLM-GNN: A graph neural network framework leveraging pre-trained language models for peptide-protein binding prediction. [PDF]

PLoS Comput Biol
Yan K, Li M, Chen S, Liu T, Hao J, Liu B, Li Z.   +6 more
europepmc   +1 more source

Link Prediction in Heterogeneous Information Networks: Improved Hypergraph Convolution with Adaptive Soft Voting. [PDF]

Entropy (Basel)
Zhang S, Huang Y, Luo Z, Zhou J, Wu B, Sun K, Mao H.   +6 more
europepmc   +1 more source

Network design for bypass roads using interval valued fuzzy outerplanar graphs. [PDF]

Sci Rep
Jaisankar D, Ramalingam S, Deivanayagampillai N, Walelign T.   +3 more
europepmc   +1 more source

Graph-Tabular Latent Fusion for Non-Contact Body Temperature Prediction from Thermal Facial Landmarks. [PDF]

Sensors (Basel)
Ng YC, Belyaev AG, Choong FCM, Suandi SA, Chuah JH, Rudrusamy B.   +5 more
europepmc   +1 more source