Publicaciones en colaboración con investigadores/as de Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas (16)

2016

  1. Determination of the optimal number of clusters using a spectral clustering optimization

    Expert Systems with Applications, Vol. 65, pp. 304-314

  2. Unsupervised event characterization and detection in multichannel signals: An EEG application

    Sensors (Switzerland), Vol. 16, Núm. 4

  3. Unsupervised event detection and classification of multichannel signals

    Expert Systems with Applications, Vol. 54, pp. 294-303

2010

  1. Application of event-based sampling strategies for fusion research

    Fusion Science and Technology, Vol. 58, Núm. 2, pp. 666-674

2009

  1. Automated recognition system for ELM classification in JET

    Fusion Engineering and Design, Vol. 84, Núm. 2-6, pp. 712-715

  2. Dynamic clustering and modeling approaches for fusion plasma signals

    IEEE Transactions on Instrumentation and Measurement, Vol. 58, Núm. 9, pp. 2969-2978

2008

  1. Classifier based on support vector machine for JET plasma configurations

    Review of Scientific Instruments

  2. Data mining technique for fast retrieval of similar waveforms in Fusion massive databases

    Fusion Engineering and Design, Vol. 83, Núm. 1, pp. 132-139

  3. Structural pattern recognition methods based on string comparison for fusion databases

    Fusion Engineering and Design, Vol. 83, Núm. 2-3, pp. 421-424

2007

  1. Recent results on structural pattern recognition for Fusion massive databases

    2007 IEEE International Symposium on Intelligent Signal Processing, WISP

  2. Two criteria for on-line detection of oscillations in nuclear fusion experiments

    2007 15th IEEE-NPSS Real-Time Conference, RT

2006

  1. Automated clustering procedure for TJ-II experimental signals

    Fusion Engineering and Design, Vol. 81, Núm. 15-17 SPEC. ISS., pp. 1987-1991

  2. Search and retrieval of plasma wave forms: Structural pattern recognition approach

    Review of Scientific Instruments

  3. Searching for patterns in TJ-II time evolution signals

    Fusion Engineering and Design, Vol. 81, Núm. 15-17 SPEC. ISS., pp. 1993-1997

2005

  1. Application of intelligent classification techniques to the TJ-II thomson scattering diagnostic

    32nd EPS Conference on Plasma Physics 2005, EPS 2005, Held with the 8th International Workshop on Fast Ignition of Fusion Targets - Europhysics Conference Abstracts

2004

  1. TJ-II wave forms analysis with wavelets and support vector machines

    Review of Scientific Instruments