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Bianchi, Filippo Maria

Recurrent Neural Networks for Short-Term Load Forecasting

Bianchi, Filippo Maria - Recurrent Neural Networks for Short-Term Load Forecasting, e-kirja

66,10€

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ISBN: 9783319703381
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Table of contents

1. Introduction
Filippo Maria Bianchi, Enrico Maiorino, Michael C. Kampffmeyer, Antonello Rizzi, Robert Jenssen

2. Properties and Training in Recurrent NeuralNetworks
Filippo Maria Bianchi, Enrico Maiorino, Michael C. Kampffmeyer, Antonello Rizzi, Robert Jenssen

3. Recurrent Neural Network Architectures
Filippo Maria Bianchi, Enrico Maiorino, Michael C. Kampffmeyer, Antonello Rizzi, Robert Jenssen

4. Other Recurrent Neural Networks Models
Filippo Maria Bianchi, Enrico Maiorino, Michael C. Kampffmeyer, Antonello Rizzi, Robert Jenssen

5. Synthetic Time Series
Filippo Maria Bianchi, Enrico Maiorino, Michael C. Kampffmeyer, Antonello Rizzi, Robert Jenssen

6. Real-World Load Time Series
Filippo Maria Bianchi, Enrico Maiorino, Michael C. Kampffmeyer, Antonello Rizzi, Robert Jenssen

7. Experiments
Filippo Maria Bianchi, Enrico Maiorino, Michael C. Kampffmeyer, Antonello Rizzi, Robert Jenssen

8. Conclusions
Filippo Maria Bianchi, Enrico Maiorino, Michael C. Kampffmeyer, Antonello Rizzi, Robert Jenssen

Avainsanat: Computer Science, Artificial Intelligence (incl. Robotics), System Performance and Evaluation, Power Electronics, Electrical Machines and Networks, Energy Efficiency, Performance and Reliability

Tekijä(t)
 
 
 
 
Julkaisija
Springer
Julkaisuvuosi
2017
Kieli
en
Painos
1
Sarja
SpringerBriefs in Computer Science
Kategoria
Tietotekniikka, tietoliikenne
Tiedostomuoto
E-kirja
eISBN (PDF)
9783319703381
Painetun ISBN
978-3-319-70337-4

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