Marlon Núñez

According to our database, Marlon Núñez authored at least 12 papers between 1988 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2020

Identifying Flux Rope Signatures Using a Deep Neural Network.

Luiz F. G. dos Santos, Ayris Narock, Teresa Nieves-Chinchilla, Marlon Núñez, Michael Kirk

CoRR, 2020

2018

An Event-Based Predictive Modelling Approach: An Application in Macroeconomics.

Marlon Núñez, Raul Fidalgo-Merino, Rafael Morales Bueno

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

2011

Self-Adaptive Induction of Regression Trees.

Raul Fidalgo-Merino, Marlon Núñez

IEEE Trans. Pattern Anal. Mach. Intell., 2011

2007

Learning in Environments with Unknown Dynamics: Towards more Robust Concept Learners.

Marlon Núñez, Raúl Fidalgo, Rafael Morales Bueno

J. Mach. Learn. Res., 2007

2006

Extreme Value Dependence in Problems with a Changing Causation Structure.

Marlon Núñez, Rafael Morales Bueno

Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006

2005

On-Line Learning of Decision Trees in Problems with Unknown Dynamics.

Marlon Núñez, Raúl Fidalgo, Rafael Morales Bueno

Proceedings of the MICAI 2005: Advances in Artificial Intelligence, 2005

2004

Incorporating Prediction Facilities to Autonomous Systems.

Marlon Núñez, Rafael Morales Bueno

Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004

2002

Automatic discovery of rules for predicting network management events.

Marlon Núñez, Rafael Morales Bueno, Francisco Triguero Ruiz

IEEE J. Sel. Areas Commun., 2002

2000

Learning Patterns of Behavior by Observing System Events.

Marlon Núñez

Proceedings of the Machine Learning: ECML 2000, 11th European Conference on Machine Learning, Barcelona, Catalonia, Spain, May 31, 2000

1992

Two Real-Time Expert Systems for Monitoring and Maintenance of Digital Exchanges.

Francisco Alcaraz, Marlon Núñez, Alberto Hernández, José L. Blazquez

Proceedings of the SEKE'92, 1992

1991

The Use of Background Knowledge in Decision Tree Induction.

Marlon Núñez

Mach. Learn., 1991

1988

Economic Induction: A Case Study.

Marlon Núñez

Proceedings of the Third European Working Session on Learning, 1988