Economic Induction: A Case Study. - Marlon Núñez (EWSL, 1988)

The Use of Background Knowledge in Decision Tree Induction. - Marlon Núñez (Mach. Learn., 1991)

Two Real-Time Expert Systems for Monitoring and Maintenance of Digital Exchanges. - Francisco Alcaraz; Marlon Núñez; Alberto Hernández; José L. Blazquez (SEKE, 1992)

Learning Patterns of Behavior by Observing System Events. - Marlon Núñez (ECML, 2000)

Automatic discovery of rules for predicting network management events. - Marlon Núñez; Rafael Morales Bueno; Francisco Triguero Ruiz (IEEE J. Sel. Areas Commun., 2002)

Incorporating Prediction Facilities to Autonomous Systems. - Marlon Núñez; Rafael Morales Bueno (AAMAS, 2004)

On-Line Learning of Decision Trees in Problems with Unknown Dynamics. - Marlon Núñez; Raúl Fidalgo; Rafael Morales Bueno (MICAI, 2005)

Extreme Value Dependence in Problems with a Changing Causation Structure. - Marlon Núñez; Rafael Morales Bueno (ADMA, 2006)

Learning in Environments with Unknown Dynamics: Towards more Robust Concept Learners. - Marlon Núñez; Raúl Fidalgo; Rafael Morales Bueno (J. Mach. Learn. Res., 2007)

Self-Adaptive Induction of Regression Trees. - Raul Fidalgo-Merino; Marlon Núñez (IEEE Trans. Pattern Anal. Mach. Intell., 2011)

An Event-Based Predictive Modelling Approach: An Application in Macroeconomics. - Marlon Núñez; Raul Fidalgo-Merino; Rafael Morales Bueno (SMC, 2018)

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)