Recent Trends in Learning From Data (Heftet)

Tutorials from the INNS Big Data and Deep Learning Conference (INNSBDDL2019)

Serie: Studies in Computational Intelligence 896

Innbinding: Heftet
Utgivelsesår: 2021
Antall sider: 221
Forlag: Springer Nature Switzerland AG
Språk: Engelsk
Serie:
Serienummer: 896
ISBN/EAN: 9783030438852
Kategori: Teknologi, transport og landbruk og Data
Omtale Recent Trends in Learning From Data
This book offers a timely snapshot and extensive practical and theoretical insights into the topic of learning from data. Based on the tutorials presented at the INNS Big Data and Deep Learning Conference, INNSBDDL2019, held on April 16-18, 2019, in Sestri Levante, Italy, the respective chapters cover advanced neural networks, deep architectures, and supervised and reinforcement machine learning models. They describe important theoretical concepts, presenting in detail all the necessary mathematical formalizations, and offer essential guidance on their use in current big data research.

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