509 citations · 1.1k across the 42 of their papers we have counts for
6 papers · 1 filter
Intelligent Complex Networks
Henrique F. de Arruda, Cesar H. Comin, Luciano da F. Costa
The present work addresses the issue of using complex networks as artificial intelligence mechanisms. More specifically, we consider the situation in which puzzles, represented as…
Malleability of complex networks
Filipi N. Silva, Cesar H. Comin, Luciano da F. Costa
Most complex networks are not static, but evolve along time. Given a specific configuration of one such changing network, it becomes a particularly interesting issue to quantify th…
Can Spatiality Promote Diversity?
Bruno Messias, Filipi N. Silva, Cesar H. Comin +1
Real-world dynamics running on networks can be characterized in terms of their respective diversity, or heterogeneity of state values. Spatial networks can be understood as network…
Principal Component Analysis: A Natural Approach to Data Exploration
Felipe L. Gewers, Gustavo R. Ferreira, Henrique F. de Arruda +4
Principal component analysis (PCA) is often used for analyzing data in the most diverse areas. In this work, we report an integrated approach to several theoretical and practical a…
The Dynamics of Knowledge Acquisition via Self-Learning in Complex Networks
Thales S. Lima, Henrique F. de Arruda, Filipi N. Silva +3
Studies regarding knowledge organization and acquisition are of great importance to understand areas related to science and technology. A common way to model the relationship betwe…
Note: Distance-Based Network Partitioning
Paulo J. P. de Souza, Cesar H. Comin, Luciano da F. Costa
A new method for identifying soft communities in networks is proposed. Reference nodes, either selected using a priori information about the network or according to relevant node m…