Results 51 to 60 of about 1,372,330 (300)
On the evolution of random graphs
(n) k edges have equal probabilities to be chosen as the next one . We shall 2 study the "evolution" of such a random graph if N is increased . In this investigation we endeavour to find what is the "typical" structure at a given stage of evolution (i ...
P. Erdos, A. Rényi
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Deep Learning on Graphs: A Survey [PDF]
Deep learning has been shown to be successful in a number of domains, ranging from acoustics, images, to natural language processing. However, applying deep learning to the ubiquitous graph data is non-trivial because of the unique characteristics of ...
Ziwei Zhang, Peng Cui, Wenwu Zhu
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A Graph-based Approach to Key Variable Mapping
This paper describes the Key Variable Mapping System (KVMS) - a metadata repository, and tools for carrying out disclosure risk assessments. The KVMS repository contains metadata relating to the collection instruments used to populate private databases ...
Duncan Smith, Mark Elliot
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Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs [PDF]
A number of problems can be formulated as prediction on graph-structured data. In this work, we generalize the convolution operator from regular grids to arbitrary graphs while avoiding the spectral domain, which allows us to handle graphs of varying ...
M. Simonovsky, N. Komodakis
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Graph equations for line graphs and total graphs
AbstractAll pairs (G,H) of graphs G,H satisfying L(G) = T(H) are determined. The “graph equation“ L(G)= T(H) is also solved.
Slobodan K. Simi, Dragos M. Cvetkovi
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Peter Doyle. World War II in Numbers: An Infographic Guide to the Conflict, Its Conduct, and Its Casualties, illustrated by Lindsey Johns (Buffalo NY: Firefly Books, 2013). 224 pp. ISBN: 177085195X.
Joel Best
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Rational Discovery of Antimicrobial Peptides by Means of Artificial Intelligence
Antibiotic resistance is a worldwide public health problem due to the costs and mortality rates it generates. However, the large pharmaceutical industries have stopped searching for new antibiotics because of their low profitability, given the rapid ...
Paola Ruiz Puentes+6 more
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Image Generation from Scene Graphs [PDF]
To truly understand the visual world our models should be able not only to recognize images but also generate them. To this end, there has been exciting recent progress on generating images from natural language descriptions.
Justin Johnson, Agrim Gupta, Li Fei-Fei
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Comparison of Two Network-Theory-Based Methods for detecting Functional Regions
Background: Functional regions are abstract, uniformly defined territorial units that form an important basis for many development strategies of a country or a region.
Drobne Samo+3 more
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