Publications

The work carried out during this research has produced the following publications. They include international journal papers, some international and national conference papers, book chapters and PhD. Thesis.

JCR Journals

  1. I. Marín, E. Arias, M. M. Artigao, J. J. Águila, J. J. Miralles, "A Thread-based implementations of the False Nearest Neighbors Method", ISSN:0167-8191, Parallel Computing 35, p.p. 523-534, 2009.

  2. I Marín, E. Arias, M. M. Artigao, J. J. Miralles, "Parallel implementations of the False Nearest Neighbors method for distributed memory architectures", Concurrency and Computation: Practice and Experience. To appear.

  3. I Marín, E. Arias, M. M. Artigao, J. J. Miralles, "Parallel implementations of the False Nearest Neighbors method to study the behavior of dynamical models", Mathematical and Computer Modelling. To appear.

  4. J. J. Águila, E. Arias, M. M. Artigao, J. J. Miralles, "Sequential and Parallel kd-tree Based Approaches for Computing the Maximal Lyapunov Exponent Applied to Real-world Data", Nonlinear Analysis: Real World Applications. Submitted.

  5. I Marín, E. Arias, M. M. Artigao, J. J. Miralles, "A distributed memory architecture implementation of the False Nearest Neighbors method based on distribution of dimensions", Journal of Supercomputing. To appear.

Non JCR Journals

  1. I. Marín, J. J. Águila, E. Arias, M. M. Artigao, J. J. Miralles, "Nonlinear Time Series Analysis: A High Performance Computing Approach", ERCIM News, n. 81, pp. 31-32, April 2010.

  2. J. J. Águila, I. Marín, E. Arias, M. M. Artigao, J. J. Miralles, "A Comparative Study of Box-assisted and Kd-tree Approaches for the False Nearest Neighbors Method", IAENG International Journal of Computer Science, Volume 37 Issue 4, Pages 394-401, 2011.

International Conferences

  1. I. Marín, E. Arias, M. M. Artigao, J. J. Miralles, "Parallel implementation of the False Nearest Neighbors method focused to embedding dimension for distributed memory architectures", The 2008 International Conference on Computational and Mathematical Methods in Science and Engineering, 2008.

  2. I. Marín, E. Arias, M. M. Artigao, J. J. Miralles, "An MPI and Pthread paradigms on cluster of SMP architectures for Computing the False Nearest Neighbors Method", Mathematical Models in Medicine, Business and Engineering 2009 (IM2), 2009.

  3. I. Marín, E. Arias, M. M. Artigao, J. J. Miralles, "A high performance implementation for computing the lyapunov exponent on distributed memory architectures", Seventh International Conference of Computational Methods in Sciences and Engineering 2009 (ICCMSE 2009), 2009.

  4. J. J. Águila, E. Arias, M. M. Artigao, J. J. Miralles, "A distributed memory implementation of the False Nearest Neighbors method based on kd-tree applied to electrocardiography", Procedia Computer Science, Volume 1, Issue 1, May 2010, p.p. 2579-2587. The International Conference on Computational Science 2010 (ICCS), May 2010, Amsterdam, The Netherlands.

  5. J. J. Águila, I. Marín, E. Arias, M. M. Artigao, J. J. Miralles, "Distributed Memory Implementation of the False Nearest Neighbors Method: Kd-tree approach versus Box-assisted approach", Lecture Notes in Engineering and Computer Science, Volume 2183, p.p. 493-498. Best Paper Award of The 2010 International Conference of Parallel and Distributed Computing (WCE), June 2010, London, England.

  6. J. J. Águila, I. Marín, E. Arias, M. M. Artigao, J. J. Miralles, "A Hybrid MPI-OpenMP Approach for the False Nearest Neighbors Method", PDPTA 2010: 746-751. The 2010 World Congress in Computer Science, Computer Engineering, and Applied Computing (PDPTA), July 2010, Las Vegas, USA.

  7. J. J. Águila, E. Arias, M. M. Artigao, J. J. Miralles, "A Prediction of Electrocardiography Signals by Combining ARMA Model with Nonlinear Analysis Methods", The 10th WSEAS International Conference on Applied Computer and Applied Computational Science (ACACOS), March 2011, Venice, Italy. Accepted for publication in the conference proceedings.

  8. I. Marín, E. Arias, M. M. Artigao, J. J. Miralles, "A prediction method for nonlinear time series analysis of air temperature data by combining the false neares neightbors and subspace identification methods", The 10th WSEAS International Conference on Applied Computer and Applied Computational Science (ACACOS), March 2011, Venice, Italy. Accepted for publication in the conference proceedings.

National Conferences

  1. J. J. Águila, I. Marín, E. Arias, M. M. Artigao, J. J. Miralles, "Implementaciones para memoria distribuida del método de los falsos vecinos más cercanos: enfoque usando kd-tree versus enfoque usando boxes", Actas de las XXI Jornadas de Paralelismo, Valencia, Septiembre 2010, p.p. 69-76.

Technical Reports

  1. I. Marín, E. Arias, M. M. Artigao, J. J. Miralles, "An hybrid MPI+PTHREAD implementation for computing the false nearest neighbors method on cluster of smp architectures", Technical Report DIAB-09-07-1, Computing Systems Dept., University of Castilla-La Mancha, July, 2009.

Book Chapters

  1. I. Marín, E. Arias, M. M. Artigao, J. J. Miralles, "Parallel Implementations for Computing the False Nearest Neighbors Method", Recent Advances of Computational Intelligence in Nonlinear Dynamics and Synchronization, Atlantis Press, 2009.

  2. J. J. Águila, I. Marín, E. Arias, M. M. Artigao, J. J. Miralles, "High Performance Computing Applied to the False Nearest Neighbors Method: Box-assisted and Kd-tree Approaches", Lecture Notes in Electrical Engineering and Applied Computing, 2011. Submitted.

PhD. Thesis

  1. I. Marín, E. Arias, M. M. Artigao, "High Performance Computing Applied to Non Linear Time Series Analysis", Universidad de Castilla-La Mancha, Escuela Superior de Ingeniería Informática de Albacete, 14 de Abril de 2010, Sobresaliente Cum Laude.

  2. J. J. Águila, E. Arias, M. M. Artigao, "Programación de Altas Prestaciones para Análisis no lineal de series temporales con kd-tree", Universidad de Castilla-La Mancha, Escuela Superior de Ingeniería Informática de Albacete, Pendiente de Defensa.


  
Last change: February 16th, 2011.
© 2011 by Julio José Águila Guerrero et al.