Πλοήγηση Επιστημονικές Δημοσιεύσεις ανά Συγγραφέα "Varsamis, D. N."

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Πλοήγηση Επιστημονικές Δημοσιεύσεις ανά Συγγραφέα "Varsamis, D. N."

Ταξινόμηση κατά: Σειρά: Αποτελέσματα:

  • A dynamic fuzzy model for processing lung sounds 
    Mastorocostas, P. A.; Varsamis, D. N.; Mastorocostas, C. A.; Hilas, C. S. (2007-03)
    A dynamic fuzzy filter is proposed that performs the task of separation of lung sounds obtained from patients with pulmonary pathology. The consequent parts of the fuzzy rules are dynamic, consisting of block-diagonal ...
  • A Simulated Annealing-based Learning Algorithm for Block-Diagonal Recurrent Neural Networks 
    Mastorocostas, P. A.; Varsamis, D. N.; Mastorocostas, C. A. (2006)
    The RPROP algorithm was originally developed in [5] for static networks and constitutes one of the best performing first order learning methods for neural networks [6]. However, in RPROP the problem of poor convergence to ...
  • A telecommunications call volume forecasting system based on a recurrent fuzzy neural network 
    Mastorocostas, P. A.; Hilas, C. S.; Varsamis, D. N.; Dova, S. C. (2013)
    The problem of telecommunications call volume forecasting is addressed to in this work. In particular, a foreacasting system is proposed, that is based on a dynamic fuzzy-neural model, where the consequent parts of the ...
  • A TSK-based fuzzy system for telecommunications time-series forecasting 
    Mastorocostas, P. A.; Hilas, C. S.; Dova, S. C.; Varsamis, D. N. (2012)
    A two-stage model-building process for generating a Takagi-Sugeno-Kang fuzzy forecasting system is proposed in this paper. Particularly, the Subtractive Clustering (SC) method is first employed to partition the input space ...