The International Conference on Deep Learn...

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Sprache: Englisch

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Beschreibung

The role of deep learning for the analysis and learning of massive amounts of data from all aspects of daily-life has dramatically changed over the last few years. It is increasingly helping uncover trends leading to great successes. This book includes a collection of research manuscripts presenting state-of-the-art work in the areas of deep learning, blockchain and big data. All the manuscripts included in this book have been peer-reviewed based on aspects of novelty, originality and rigour. The main topics covered in the book include machine learning and time series, blockchain technologies and applications, data security, deep learning, and Internet of Things.

Zusammenfassung

Presents recent advances on deep learning, big data, and blockchain

Includes proceedings of the 2nd International Conference on Deep Learning, Big Data, and Blockchain

Has been written by experts in the field

Inhaltsverzeichnis

Chapter 1: This book covers machine learning and time series, blockchain technologies and applications, data security, deep learning and Internet of Thing.- Chapter 2: A three-step machine learning pipeline for detecting and explaining anomalies in the time series of industrial process plants.- Chapter 3: Detecting Phishing Websites using Neural Network and Bayes Classifier.- Chapter 4: A Blockchain Framework for On-demand Intermodal Interlining: Blocklining.- Chapter 5: Intersection of AI and Blockchain Technology: Concerns and Prospects.

Details

Erscheinungsjahr:	2021
Fachbereich:	Technik allgemein
Genre:	Mathematik , Medizin , Naturwissenschaften , Technik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Reihe:	Lecture Notes in Networks and Systems
Inhalt:	xi 175 S. 28 s/w Illustr. 38 farbige Illustr. 175 p. 66 illus. 38 illus. in color.
ISBN-13:	9783030843366
ISBN-10:	303084336X
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Redaktion:	Awan, Irfan Benbernou, Salima Younas, Muhammad Aleksy, Markus
Herausgeber:	Irfan Awan/Salima Benbernou/Muhammad Younas et al
Hersteller:	Springer Lecture Notes in Networks and Systems
Verantwortliche Person für die EU:	Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße:	235 x 155 x 11 mm
Von/Mit:	Irfan Awan (u. a.)
Erscheinungsdatum:	08.08.2021
Gewicht:	0,295 kg