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“...Machine learning enables machines to learn automatically from data. In literature, graph-based...”
Collective dynamics in complex networks for machine learning
Tese
2
“...Over the last decade, machine learning has flourished due to significant advances in hardware...”
Structure characterization of complex networks for machine learning
Tese
3
“.... Machine learning is a research field dedicated to the development of techniques capable of enabling...”
Machine learning via dynamical processes on complex networks
Tese
4
“...Machine learning is evidenced as a research area with the main purpose of developing computational...”
Machine learning in complex networks: modeling, analysis, and applications
Tese
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“... learning in networks that are representations of multivariate datasets. Complex networks allow the use...”
Complex network component unfolding using a particle competition technique
Dissertação
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“...Machine learning is an application of artificial intelligence with focus on the development...”
Network-based high level classification: novel models and applications
Tese
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“... can improve the learning performance of ESNs....”
Clustered Echo State networks for signal denoising and frequency filtering
Dissertação