Advances in big data : proceedings of the 2nd INNS Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece

• Corporate Author: International Neural Network Society. Conference on Big Data
• Other Authors: Angelov, Plamen P. (Editor), Manolopoulos, Yannis, 1957- (Editor), Iliadis, Lazaros S. (Editor), Roy, Asim (Editor), Vellasco, Marley Maria B. R. (Editor)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer, [2017]
• Series: Advances in intelligent systems and computing ; 529.
• Subjects: Big data > Congresses.; elektronické knihy; electronic books
• ISBN: 9783319478982; 9783319478975
• ISSN: 2194-5357 ;
• Physical Description: 1 online resource : illustrations (chiefly color)
• Item Description: International conference proceedings.
• Access: Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty

The book offers a timely snapshot of neural network technologies as a significant component of big data analytics platforms. It promotes new advances and research directions in efficient and innovative algorithmic approaches to analyzing big data (e.g. deep networks, nature-inspired and brain-inspired algorithms); implementations on different computing platforms (e.g. neuromorphic, graphics processing units (GPUs), clouds, clusters); and big data analytics applications to solve real-world problems (e.g. weather prediction, transportation, energy management). The book, which reports on the second edition of the INNS Conference on Big Data, held on October 23-25, 2016, in Thessaloniki, Greece, depicts an interesting collaborative adventure of neural networks with big data and other learning technologies.