Publications in JCR-indexed journals

Núñez M, T. Nieves-Chinchilla  and A. Pulkkinen (2019). Predicting well-connected SEP events from observations of solar EUVs and energetic protons. J. Space Weather Space Clim., 9, A27, doi: 10.1051/swsc/2019025.  []

Verbeke, C., L. Mays, M. Temmer, S. Bingham, R. Steenburgh, M. Dumbovic, M. Núñez, L. Jian, P. Hess, A. Taktakishvili, J. Andries (2019), Benchmarking CME Arrival Time and Impact: Progress on Metadata, Metrics, and Events, Space Weather, 17, SWE20800, doi: 10.1029/2018SW002046.  [] 

Riley P., Mays L., Andries J., Amerstorfer T., Delouille V., Dumbovic M., Feng X., Linker J.A., Möstl C., Núñez M., Temmer M., Tobiska W.K., Verbeke C., Zhao X. (2018), Forecasting the Arrival Time of Coronal Mass Ejections: Analysis of the CCMC CME Scoreboard, Space Weather, 16, doi: 10.1029/2018SW001962.  []

Núñez, M., P. J. Reyes-Santiago, O. E. Malandraki (2017), Real-time prediction of the occurrence of GLE events, Space Weather, 15, 7, pp 861-873, Preprint (PDF).  []

Zucca, P., M. Núñez and K. Klein (2017), Exploring the potential of microwave diagnostics in SEP forecasting: The occurrence of SEP events, Journal of Space Weather and Space Climate, vol. 7, A13, 2017.  []

Núñez, M., T. Nieves-Chinchilla, and A. Pulkkinen (2016), Prediction of Shock Arrival Times from CME and Flare Data, Space Weather, 14, 8, 2016, Preprint (PDF).   []

García-Rigo A., M. Núñez, R. Qahwaji, O. W. Ashamari, M. Hernández-Pajares, P. Jiggens, A. Hilgers, G. Pérez (2016), Prediction and Warning system of SEP events and Solar Flares for Risk Estimation in Space Launch Operations, Journal of Space Weather and Space Climate, 6 (2016) A28, doi:   []

Núñez, M. (2015), Real-time prediction of the occurrence and intensity of the first hours of > 100 MeV solar energetic proton events, Space Weather, 13, 11, See Space Weather Quarterly (the cover headline is about this model; paper's full text is in pages 22-34).  []

Tsagouri I., A. Belehaki, N. Bergeot, C. Cid, M. Núñez, et al. (2013), Progress in space weather modeling in an operational environment, J. Space Weather Space Climate, 3, A17, 2013, doi:10.1051/swsc/2013037.  []

Núñez, M. (2011), Predicting solar energetic proton events (E > 10 MeV), Space Weather, 9, S07003, doi:10.1029/2010SW000640. Preprint (PDF).  []

Fidalgo-Merino, R., Núñez, M. (2011), Self-Adaptive Induction of Regression Trees, in IEEE Transactions on Pattern Analysis and Machine Intelligence, 33, 8, pp.1659-1672, Aug. 2011, doi: 10.1109/TPAMI.2011.19.  []

Nuñez M., R. Fidalgo-Merino, R.Morales, (2007), Learning in Environments with Unknown Dynamics: Towards more Robust Concept Learners, Journal of Machine Learning Research, 8, (2007) 2595-2628, pp 2595 - 2628.  []

Núñez M., Morales R. (2006) , Extreme value dependence in problems with a changing causation structureLecture Notes in Computer Sciences, 4093, pp 899-910, 2016, doi: 10.1007/11811305_98.  []
Núñez M., R. Fidalgo, M. Baena, R.Morales, (2005), The influence of active region information in the prediction of solar flares: an empirical model using Data Mining, Annales Geophysicae, 23, 9, pp 3129 - 3138, doi: 10.5194/angeo-23-3129-2005.  []

Núñez M., R. Fidalgo, R.Morales (2005), On-Line Learning of Decision Trees in Problems with Unknown Dynamics, Lecture Notes in Computer Sciences (Proceedings of MICAI-2005), vol 3789, doi 10.1007/11579427_4, Springer, pp 443-4533789, pp 443 - 453.  []

Núñez M., R.Morales, F.Triguero (2002), Automatic Discovery of Rules for Predicting Network Management Events, IEEE Journal on Selected Areas in Communications Special Issue: Recent Advances in Fundamentals of Network Management,  20, 4, doi: 10.1109/JSAC.2002.1003040.  []

Núñez M. (2000), Learning Patterns of Behavior by Observing System Events, Lecture Notes in Computer Science, 2000, Volume 1810/2000, 323-330, doi: 10.1007/3-540-45164-1_34.  []

Núñez, M. (1991), The Use of Background Knowledge in Decision Tree Induction, Machine Learning, Vol 6, 3, DOI: 10.1007/BF00114778,, Pags: 231-250.  []

Selected conference papers and book chapters

Núñez M., P. J. Reyes-Santiago and O. E. Malandraki (2018), Prediction of Ground Level Enhancements, in Proceedings of the International Astronomical Union, Volume 13, Issue S335, Cambridge University Press, pp 300-302, doi:10.1017/S174392131700713X.  ]

Núñez M., Fidalgo-Merino R. and Morales R. (2018), An Event-Based Predictive Modelling Approach: an Application in Macroeconomics, in Proceedings of the 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC2018), Miyazaki, Japan, doi:10.1109/SMC.2018.00206   []

Núñez, M. (2018), The use of observations of Soft X-Rays and protons in the UMASEP Scheme for making real-time predictions of the SEP Events that took place in July and September 2017, presented in the Solar Heliospheric and INterplanetary Environment Workshop (SHINE-2018), Cocoa Beach, FL, August, 2018.

Núñez M., K.-L. Klein, B. Heber, O. E. Malandraki, P. Zucca, J. Labrens, P. Reyes, P. Kuehl and E. Pavlos (2018), HESPERIA forecasting tools: Real-time and post-event, in Solar Particle Radiation Storms Forecasting and AnalysisDOI: International Publishing AG, Berlin, Germany.  ]

Malandraki, O. K.-L. Klein, R. Vainio, N. Agueda, M. Nuñez, et al. (2015), High Energy Solar Particle Events foRecastIng and Analysis: The HESPERIA Project’. In: Proceedings of the  34th International Cosmic Ray Conference, PoS (ICRC2015), 2015.

García-Rigo A., M. Núñez, R. Qahwaji, et al. (2015), Prediction system for the anticipation of Space Weather events affecting ionosphere and GNSS satellite systems, 5th International Colloquium Scientific and Fundamental Aspects of the Galileo Programme, 27-29 October 2015, Braunschweig, Germany.

Núñez M., R Fidalgo, R Morales (2006), On forecasting the onset of solar proton events, Proceedings of the International Astronomical Union, Volume 2, Issue S233, doi 10.1017/S1743921306001529, 81-82.  ]

Núñez M., R Fidalgo, R Morales (2006), Discovering temporal patterns from events and other multivariate data, Proceedings of the Congress Euro Electromagnetics (EUROEM 2004.

Núñez M., R Fidalgo, R Morales (2004), Reducing potential risks by preventing events: A case study, in IPV/IFAC Proceedings Volume Management and Control of Production and Logistics 2004, ISBN 9780080444840, Elsevier.
M Núñez, R Morales (2004), Incorporating prediction facilities to autonomous systems, Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS '04), Vol. 3, Pages 1224-1225 DOI: 10.1109/AAMAS.2004.146, 2004.  []

Núñez M. (2000), Generalized regression trees, Proceedings  of the 14th Computational Statistics COMPSTAT 2000, The Netherlands Springer, 367-372, doi: 10.1007/978-3-642-57678-2_48

Núñez M., F. Alcaraz, A. Hernández, Jose L. Blazquez, (1992), "Automatic Monitoring and Maintenance of Network Elements", Proceedings of the First International Conference on Computer Communications and Networks, Paper 192-127, ISMM Press, June, 1992, San Diego, California. ]

Núñez M., F. Alcaraz, A. Hernández, Jose L. Blazquez (1992), "Monitoring and Maintenance of Telephone Exchanges using Real-time Expert Systems", Proceedings of IEEE Global Telecommunications Conference, Vol.2, Paper 36B4, 1992, DOI: 10.1109/GLOCOM.1992.276593. ]

Alcaraz F., M. Núñez, A. Hernández, J.L. Blázquez (1992), Two real-time expert systems for the monitoring and maintenance of digital exchanges, Proceedings of the Fourth IEEE International Conference on Software Engineering and Knowledge Engineering, Capri, Italy, DOI: 10.1109/SEKE.1992.227967.

Núñez, M. (1990), Decision tree induction using domain knowledge, in Wielinga B et al (eds) Current Trends in Knowledge Acquisition, IOS Press, ISBN: 978-90-5199-036-2, pp. 276-288.

Núñez, M. (1988). Economic induction: A case study. Proceedings of the Third European Working Session on Learning, EWSL-88, Glasgow, 3-5 October 1988, eds. D. Sleeman, ISBN-10: 0273088009, Morgan Kaufmann Publishers, pp. 139-145.

Recent invited talks

"Empirical SEP modeling: state of the field", NSF / Solar Heliospheric and INterplanetary Environment (SHINE) Workshop 2018, July 30 - August 3, 2018, Cocoa Beach, Florida, USA.
"Exploring the use of EUV measurements for making real-time SEP event predictions", Solar Transient Events Forum, NASA/Goddard Space Flight Center (GSFC) B21, December 5, 2017, Greenbelt, USA.

"Prediction of the Occurrence and Intensity of SEP Events with Energies >100 MeV and >500 MeV Using the UMASEP Scheme", SEPRAD Expert Workshop - Forecasting of Solar Energetic Particle Radiation Effects, September 18-19, 2017, Seibersdorf, Austria.

"Use of the UMASEP scheme for predicting >100 MeV and >500 MeV SEP events", BBC-SWS International Conference on Solar Variability and its Heliospheric Effects, November 1-5, 2015, Athens, Greece.

"Prediction of >100 MeV SEP events", European Radiation Dosimetry Group - Anual Meeting, WG11 session, 2013, Barcelona, Spain.

Bio CV

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