New Computing Paradigms and Heterogeneous Parallel Architectures for High-Performance and Energy Efficiency of Classification and Optimization Tasks on Biomedical Engineering Applications (HPEE-COBE)

PUBLICATIONS

Relación de publicaciones realizadas por el grupo investigador:

 

  1. Escobar J.J.; Ortega J.; Díaz A.F; González J; Damas M. 2019. Time‑energy analysis of multilevel parallelism in heterogeneous clusters: the case of EEG classification in BCI tasks. Journal of Supercomputing, 75(7), 3397-3425. DOI:10.1007/s11227-019-02908-4.
  2. González J; Ortega J; Damas M; Martín-Smith P; Gan JQ. 2019. A new multi-objective wrapper method for feature selection – accuracy and stability analysis for BCI. Neurocomputing, 333, 407-418. DOI: 10.1016/j.neucom.2019.01.017.
  3. Escobar JJ; Ortega J; Díaz AF; González J; Damas M. 2019. Energy-aware load balancing of parallel evolutionary algorithms with heavy fitness functions in heterogeneous CPU-GPU architectures. Concurrency Computat Pract Exper 31 (6), 1-15. DOI: 10.1002/cpe.4688.
  4. Bailon C; Damas M; Pomares H; Banos O. 2019. SPIRA: an automatic system to support lower limb injury assessment. Journal of Ambient Intelligence and Humanized Computing 10 (6), 2111-2123. DOI: 10.1007/s12652-018-0722-6.
  5. Bailon C; Damas M; Pomares H; Sanabria D; Perakakis P; Goicoechea C; Banos O. Smartphone-Based Platform for Affect Monitoring through Flexibly Managed Experience Sampling Methods. Sensors, 19(15), 3430. DOI: 10.3390/s19153430
  6. Escobar JJ; Ortega J; Díaz AF; González J; Damas M. Energy-Time Analysis of Heterogeneous Clusters for EEG Classification. 3rd Workshop on Power-Aware Computing (PACO 2019), Magdeburg, Alemania, 2019.
  7. González J; Ortega J; Damas M; Martin-Smith P. Selección de características cooperativa y co-evolutiva con múltiples objetivos. Una aproximación lexicográfica. IV Jornadas Andaluzas de Informática, Málaga, 2019
  8. Escobar JJ; Ortega J; Damas M; Savran-Kizilatepe R; Gan JQ. Análisis Energía-Tiempo de Redes Neuronales Convolucionales Distribuidas en Clusters Heterogéneos para clasificación de EEGs. XXX Jornadas de Paralelismo, Sociedad de Arquitectura y Tecnología de Computadores (SARTECO), Cáceres, 2019.
  9. Marcillo F; Díaz AF; Palacios RH; Ortega J; Damas M; Escobar JJ. Reliable Fast Multidatacenter Data Storage. 19th International Conference on Mathematical Methods in Science and Engineering, Cádiz, 2019.