Physical Sciences → Computer Science → Artificial Intelligence

Machine Learning and ELM

This cluster of papers focuses on the theory, applications, and advancements in Extreme Learning Machines (ELM), a machine learning framework based on feedforward neural networks with random hidden nodes. The papers cover topics such as incremental learning, classification, regression, ensemble methods, kernel-based models, and their applications in various domains.

17K works worldwide266K citations

Extreme Learning MachineFeedforward NetworksIncremental LearningRandom Hidden NodesClassificationRegressionNeural NetworksOnline Sequential LearningEnsemble LearningKernel Methods