163 citations · 382 across the 15 of their papers we have counts for
3 papers · 1 filter
Feature learning in feature-sample networks using multi-objective optimization
Filipe Alves Neto Verri, Renato Tinós, Liang Zhao
Data and knowledge representation are fundamental concepts in machine learning. The quality of the representation impacts the performance of the learning model directly. Feature le…
Network Unfolding Map by Edge Dynamics Modeling
Filipe Alves Neto Verri, Paulo Roberto Urio, Liang Zhao
The emergence of collective dynamics in neural networks is a mechanism of the animal and human brain for information processing. In this paper, we develop a computational technique…
High Level Pattern Classification via Tourist Walks in Networks
Thiago Christiano Silva, Liang Zhao
Complex networks refer to large-scale graphs with nontrivial connection patterns. The salient and interesting features that the complex network study offer in comparison to graph t…