Advances in Intelligent Systems and Computing

Information Systems Architecture and Technology: Proceedings of 38th International Conference on Information Systems Architecture and Technology – ISAT 2017

Part I

Editors: Borzemski, Leszek, Świątek, Jerzy, Wilimowska, Zofia (Eds.)

  • Presents recent advances in Information Systems Architecture and Technology
  • Contains best papers presented at the 38th International Conference on Information Systems Architecture and Technology—ISAT 2017—Part I
  • Written by leading experts in the field
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eBook 166,59 €
price for Spain (gross)
  • ISBN 978-3-319-67220-5
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 207,99 €
price for Spain (gross)
  • ISBN 978-3-319-67219-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

This three-volume set of books presents advances in the development of concepts and techniques in the area of new technologies and contemporary information system architectures. It guides readers through solving specific research and analytical problems to obtain useful knowledge and business value from the data. Each chapter provides an analysis of a specific technical problem, followed by the numerical analysis, simulation and implementation of the solution to the problem. The books constitute the refereed proceedings of the 2017 38th International Conference “Information Systems Architecture and Technology,” or ISAT 2017, held on September 17–19, 2017 in Szklarska Poręba, Poland. The conference was organized by the Computer Science and Management Systems Departments, Faculty of Computer Science and Management, Wroclaw University of Technology, Poland. The papers have been organized into topical parts: Part I— includes discourses on topics including, but not limited to, Artificial Intelligence Methods, Knowledge Discovery and Data Mining, Big Data, Knowledge Discovery and Data Mining, Knowledge Based Management, Internet of Things, Cloud Computing and High Performance Computing, Distributed Computer Systems, Content Delivery Networks, and Service Oriented Computing. Part II—addresses topics including, but not limited to, System Modelling for Control, Recognition and Decision Support, Mathematical Modelling in Computer System Design, Service Oriented Systems and Cloud Computing and Complex Process Modeling. Part III—deals with topics including, but not limited to, Modeling of Manufacturing Processes, Modeling an Investment Decision Process, Management of Innovation, Management of Organization.

Table of contents (32 chapters)

  • A Deep Learning Approach for Valve Defect Recognition in Heart Acoustic Signal

    Kucharski, Dariusz (et al.)

    Pages 3-14

    Preview Buy Chapter 30,19 €
  • Population-Based Algorithm with Selectable Evolutionary Operators for Nonlinear Modeling

    Łapa, Krystian

    Pages 15-26

    Preview Buy Chapter 30,19 €
  • Evaluation of Gated Recurrent Neural Networks in Music Classification Tasks

    Jakubik, Jan

    Pages 27-37

    Preview Buy Chapter 30,19 €
  • Neuro-Fuzzy System for Medium-Term Electric Energy Demand Forecasting

    Pełka, Paweł (et al.)

    Pages 38-47

    Preview Buy Chapter 30,19 €
  • An Evolutionary Optimization Method Based on Scalarization for Multi-objective Problems

    Studniarski, Marcin (et al.)

    Pages 48-58

    Preview Buy Chapter 30,19 €

Buy this book

eBook 166,59 €
price for Spain (gross)
  • ISBN 978-3-319-67220-5
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 207,99 €
price for Spain (gross)
  • ISBN 978-3-319-67219-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Information Systems Architecture and Technology: Proceedings of 38th International Conference on Information Systems Architecture and Technology – ISAT 2017
Book Subtitle
Part I
Editors
  • Leszek Borzemski
  • Jerzy Świątek
  • Zofia Wilimowska
Series Title
Advances in Intelligent Systems and Computing
Series Volume
655
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-67220-5
DOI
10.1007/978-3-319-67220-5
Softcover ISBN
978-3-319-67219-9
Series ISSN
2194-5357
Edition Number
1
Number of Pages
XVIII, 358
Number of Illustrations and Tables
157 b/w illustrations
Topics