Happy Holidays! Over 120,000 eBooks at just 19.99 each— Pick a favorite today

Contributions to Statistics

Advances in Time Series Analysis and Forecasting

Selected Contributions from ITISE 2016

Editors: Rojas, Ignacio, Pomares, Héctor, Valenzuela, Olga (Eds.)

  • Updates the reader on the latest findings in time series analysis and forecasting
  • Covers both theoretical aspects and real-world applications
  • Brings together experts from various disciplines, from statistics to econometrics to computer science
see more benefits

Buy this book

eBook $129.00
price for USA (gross)
  • ISBN 978-3-319-55789-2
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $179.00
price for USA
  • ISBN 978-3-319-55788-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This volume of selected and peer-reviewed contributions on the latest developments in time series analysis and forecasting updates the reader on topics such as analysis of irregularly sampled time series, multi-scale analysis of univariate and multivariate time series, linear and non-linear time series models, advanced time series forecasting methods, applications in time series analysis and forecasting, advanced methods and online learning in time series and high-dimensional and complex/big data time series. The contributions were originally presented at the International Work-Conference on Time Series, ITISE 2016, held in Granada, Spain, June 27-29, 2016.

The series of ITISE conferences provides a forum for scientists, engineers, educators and students to discuss the latest ideas and implementations in the foundations, theory, models and applications in the field of time series analysis and forecasting.  It focuses on interdisciplinary and multidisciplinary

research encompassing the disciplines of computer science, mathematics, statistics and econometrics.

About the authors

Ignacio Rojas is a full professor at the Department of Computer Architecture and Computer Technology, University of Granada, Spain. Throughout his research career, he has served as a principal investigator or participated in more than 20 research projects obtained in competitive calls including projects of the European Union, the I+D+I Spanish National Government and projects Excellence of the Ministry of Innovation, Science and Enterprise Junta de Andalucía. He has published more than 210 scientific contributions reflected in the database ISI Web of Knowledge, thereof 87 articles in JCR-indexed journals.

Héctor Pomares has been a full professor at the University of Granada in Spain since 2001. He has published more than 50 articles in JCR-indexed journals and contributed with more than 150 papers in international conferences. He has led or participated in 15 national projects, one autonomic R&D Excellence project and 13 contracts signed for

innovative research through the University of Granada Foundation Company and the Office of Transfer of Research Results. He has made 6 stays longer than one month in prestigious research centers outside of Spain, all of them with a competitive nature. He is a member of the editorial board of the Journal of Applied Mathematics (JCR-indexed) and is the coordinator of the Official Master's Degree in Computer & Network Engineering at the University of Granada.

Olga Valenzuela is an Associate Professor at the Department of Applied Mathematics, University of Granada, Spain, where she received her Ph.D. in 2003. She was an invited researcher at the Department of Statistics, University of Jaen, Spain, and at the Department of Computer and Information Science, University of Genova, Italy. Her current research interests include optimization theory and applications, statistical analysis, fuzzy systems, neural networks, time series forecasting using linear and non-line

ar methods, evolutionary computation and bioinformatics. She has made several stays longer than one month in prestigious research centers outside of Spain, all of them with a competitive nature. She has published more than 67 contributions reflected in the database ISI Web of Knowledge.

Table of contents (28 chapters)

  • Small Crack Fatigue Growth and Detection Modeling with Uncertainty and Acoustic Emission Application

    Smith, Reuel (et al.)

    Pages 3-17

  • Acanthuridae and Scarinae: Drivers of the Resilience of a Polynesian Coral Reef

    Martin, Alizée (et al.)

    Pages 19-34

  • Using Time Series Analysis for Estimating the Time Stamp of a Text

    Chiru, Costin-Gabriel (et al.)

    Pages 35-47

  • Using LDA and Time Series Analysis for Timestamping Documents

    Chiru, Costin-Gabriel (et al.)

    Pages 49-61

  • Fractal Complexity of the Spanish Index IBEX 35

    Navascués, M. A. (et al.)

    Pages 65-76

Buy this book

eBook $129.00
price for USA (gross)
  • ISBN 978-3-319-55789-2
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $179.00
price for USA
  • ISBN 978-3-319-55788-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Advances in Time Series Analysis and Forecasting
Book Subtitle
Selected Contributions from ITISE 2016
Editors
  • Ignacio Rojas
  • Héctor Pomares
  • Olga Valenzuela
Series Title
Contributions to Statistics
Copyright
2017
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-55789-2
DOI
10.1007/978-3-319-55789-2
Hardcover ISBN
978-3-319-55788-5
Series ISSN
1431-1968
Edition Number
1
Number of Pages
XV, 414
Number of Illustrations and Tables
112 b/w illustrations
Topics