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Advances in Physics, ISSN 0001-8732, 06/2011, Volume 60, Issue 3, pp. 329 - 412
Journal Article
Information Sciences, ISSN 0020-0255, 02/2009, Volume 179, Issue 5, pp. 584 - 599
Automatic summarization of texts is now crucial for several information retrieval tasks owing to the huge amount of information available in digital media,... 
Network measurements | Automatic summarization | Summary informativeness | Complex networks | Sentence extraction | LANGUAGE | ENVIRONMENT | COMPUTER SCIENCE, INFORMATION SYSTEMS | GRAPHS | TOOL
Journal Article
ISSN 1742-206X, 10/2012, Volume 8, Issue 11, pp. 328 - 335
To understand the regulatory dynamics of transcription factors (TFs) and their interplay with other cellular components we have integrated transcriptional,... 
Journal Article
New Journal of Physics, ISSN 1367-2630, 01/2009, Volume 11, Issue 1, p. 013058
A network can be analyzed at different topological scales, ranging from single nodes to motifs, communities, up to the complete structure. We propose a novel... 
ORGANIZATION | DYNAMICS | PHYSICS, MULTIDISCIPLINARY | METABOLIC NETWORKS | MODULARITY
Journal Article
Journal of Statistical Mechanics: Theory and Experiment, ISSN 1742-5468, 12/2014, Volume 2014, Issue 12, pp. P12003 - 13
Because diffusion typically involves symmetric interactions, scant attention has been focused on studying asymmetric cases. However, important networked... 
coarse-graining (experiments) | MECHANICS | random graphs | DIFFUSION | MODEL | network dynamics | networks | stochastic processes | PHYSICS, MATHEMATICAL | COMPLEX NETWORKS | Networks | Communication systems | Dynamics | Random walk | Exact solutions | Modular | Diffusion | Dynamical systems
Journal Article
Physica A: Statistical Mechanics and its Applications, ISSN 0378-4371, 2007, Volume 373, pp. 811 - 820
Concepts of complex networks have been used to obtain metrics that were correlated to text quality established by scores assigned by human judges. Texts... 
Text analysis | Complex networks | Networks measurements | LANGUAGE | text analysis | networks measurements | PHYSICS, MULTIDISCIPLINARY | WEB | complex networks | WORLD
Journal Article
Applied Physics Letters, ISSN 0003-6951, 08/2007, Volume 91, Issue 5, pp. 054107 - 054107-3
In this letter the authors discuss the relationship between structure and random walk dynamics in directed complex networks, with an emphasis on identifying... 
SYSTEM | PHYSICS, APPLIED
Journal Article
International Journal of Modern Physics C, ISSN 0129-1831, 04/2008, Volume 19, Issue 4, pp. 583 - 598
Journal Article
Journal of Statistical Mechanics: Theory and Experiment, ISSN 1742-5468, 09/2009, Volume 2009, Issue 9, p. L09005
A new complex network model is proposed which is founded on growth, with new connections being established proportionally to the current dynamical activity of... 
Growth processes | Network dynamics | ORGANIZATION | MECHANICS | SMALL-WORLD | FOOD-WEBS | growth processes | network dynamics | PHYSICS, MATHEMATICAL | COMPLEX NETWORKS | CEREBRAL-CORTEX
Journal Article
05/2014
Models of neural networks have proven their utility in the development of learning algorithms in computer science and in the theoretical study of brain... 
Journal Article
Inteligencia Artificial, ISSN 1137-3601, 2007, Volume 11, Issue 36, pp. 51 - 58
Journal Article
2013 BRICS Congress on Computational Intelligence and 11th Brazilian Congress on Computational Intelligence, ISSN 2377-0589, 09/2013, pp. 46 - 54
Models of spiking neural networks have a great potential to become a crucial tool in the development of complex network theory. Of particular interest, these... 
modeling | Computational modeling | spatial networks | Neurons | network theory (graphs) | Brain models | computer simulation | Electroencephalography | Mathematical model | Biological neural networks | Spatial networks | Computer simulation | Modeling | Network theory (graphs)
Conference Proceeding
2006, Lecture Notes in Computer Science, ISBN 3540340459, Volume 3960, 10
Book Chapter
A Sumariza o Autom tica de Textos tem consider vel import ncia nas tarefas de localiza o e utiliza o de conte do relevante em meio quantidade enorme de informa... 
Sumariza o Autom tica | Artificial Intelligence | Natural Language Processing | Complex Networks | Intelig ncia Artificial | Processamento de L nguas Naturais | Redes Complexas | Automatic Summarization
Dissertation
07/2008
A network can be analyzed at different topological scales, ranging from single nodes to motifs, communities, up to the complete structure. We propose a novel... 
Journal Article
2011, Communications in Computer and Information Science, ISBN 3642255000, Volume 116
Despite the large number of structural and dynamical properties investigated on complex networks, understanding their interrelationships is also of substantial... 
Software Engineering | Computer Science | Data Mining and Knowledge Discovery | Artificial Intelligence (incl. Robotics) | Information Systems Applications (incl. Internet) | Computer Communication Networks | Algorithm Analysis and Problem Complexity | network border | random walk | complex networks
Book Chapter
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