F. Scarselli, M. Gori, A. C. Tsoi, M. Hagenbuchner and G. Nfardini, “Computational Capabilities of Graph Neural Networks,” IEEE Transactions on Neural Networks, Vol. 20, No. 1, 2009, pp. 81-102. doi10.1109/TNN.2008.2005141 - References

Journals by Subject

Publish with us

Follow SCIRP

	customer@scirp.org
	+86 18163351462(WhatsApp)
	1655362766

	Paper Publishing WeChat

Article citationsMore>>

F. Scarselli, M. Gori, A. C. Tsoi, M. Hagenbuchner and G. Nfardini, “Computational Capabilities of Graph Neural Networks,” IEEE Transactions on Neural Networks, Vol. 20, No. 1, 2009, pp. 81-102. doi:10.1109/TNN.2008.2005141

has been cited by the following article:

TITLE: Subgraph Matching Using Graph Neural Network

AUTHORS: GnanaJothi Raja Baskararaja, MeenaRani Sundaramoorthy Manickavasagam

KEYWORDS: Subgraph Matching; Graph Neural Network; Backpropagation; Recurrent Neural Network; Feedforward Neural Network

JOURNAL NAME: Journal of Intelligent Learning Systems and Applications, Vol.4 No.4, November 28, 2012

ABSTRACT: Subgraph matching problem is identifying a target subgraph in a graph. Graph neural network (GNN) is an artificial neural network model which is capable of processing general types of graph structured data. A graph may contain many subgraphs isomorphic to a given target graph. In this paper GNN is modeled to identify a subgraph that matches the target graph along with its characteristics. The simulation results show that GNN is capable of identifying a target sub-graph in a graph.

Open Access

Articles

Multi-Head Attention Spatial-Temporal Graph Neural Networks for Traffic Forecasting

Xiuwei Hu, Enlong Yu, Xiaoyu Zhao

Journal of Computer and Communications Vol.12 No.3, March 15, 2024

DOI: 10.4236/jcc.2024.123004
Open Access

Articles

Recurrent Neural Networks & Deep Neural Networks Based on Intrusion Detection System

Rabeb Zarai, Mnaouer Kachout, Mohamed A. G. Hazber, Mohammed A. Mahdi

Open Access Library Journal Vol.7 No.3, March 25, 2020

DOI: 10.4236/oalib.1106151
Open Access

Articles

CDS Evaluation Model with Neural Networks

Eliana Angelini, Alessandro Ludovici

Journal of Service Science and Management Vol.2 No.1, March 21, 2009

DOI: 10.4236/jssm.2009.21003
Open Access

Articles

Periodic Solution for Neutral Type Neural Networks

Wenxiang Zhang, Yan Yan, Zhanji Gui, Kaihua Wang

Open Journal of Applied Sciences Vol.3 No.1B1, July 11, 2013

DOI: 10.4236/ojapps.2013.31B1010
Open Access

Articles

Least Action Trajectory in Neural Networks

Ellison C. Castro, Bhazel Anne R. Pelicano

Open Journal of Applied Sciences Vol.3 No.3B, October 10, 2013

DOI: 10.4236/ojapps.2013.33B002

Follow SCIRP

	customer@scirp.org
	+86 18163351462(WhatsApp)
	1655362766

	Paper Publishing WeChat

Free SCIRP Newsletters

Add your e-mail address to receive free newsletters from SCIRP.

Top

Journals by Subject

Publish with us

Article citationsMore>>

Home

About SCIRP

Service

Policies