KI-Beratung Beta
Vor Ort
Merkzettel Warenkorb
  • Produktbild: Theory and Applications of Time Series Analysis
  • Produktbild: Theory and Applications of Time Series Analysis

Theory and Applications of Time Series Analysis Selected Contributions from ITISE 2018

Aus der Reihe Contributions to Statistics

148,99 €

inkl. gesetzl. MwSt., Versandkostenfrei

Beschreibung

This book presents selected peer-reviewed contributions from the International Conference on Time Series and Forecasting, ITISE 2018, held in Granada, Spain, on September 19-21, 2018. The first three parts of the book focus on the theory of time series analysis and forecasting, and discuss statistical...

Beschreibung

This book presents selected peer-reviewed contributions from the International Conference on Time Series and Forecasting, ITISE 2018, held in Granada, Spain, on September 19-21, 2018. The first three parts of the book focus on the theory of time series analysis and forecasting, and discuss statistical methods, modern computational intelligence methodologies, econometric models, financial forecasting, and risk analysis. In turn, the last three parts are dedicated to applied topics and include papers on time series analysis in the earth sciences, energy time series forecasting, and time series analysis and prediction in other real-world problems. The book offers readers valuable insights into the different aspects of time series analysis and forecasting, allowing them to benefit both from its sophisticated and powerful theory, and from its practical applications, which address real-world problems in a range of disciplines.


The ITISE conference series provides avaluable forum for scientists, engineers, educators and students to discuss the latest advances and implementations in the field of time series analysis and forecasting. It focuses on interdisciplinary and multidisciplinary research encompassing computer science, mathematics, statistics and econometrics.


Portrait


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 has worked as 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 research interests include optimization theory and applications, statistical analysis, fuzzy systems, neural networks, time series forecasting using linear and non-linear methods, evolutionary computation and bioinformatics. She has published more than 60 papers listed in the Web of Science.

Fernando Rojas
is an Associate Professor at the University of Granada, Spain, where he received his Ph.D. in 2004. His research focuses on signal processing, artificial intelligence techniques for optimization, including evolutionary computation, fuzzy logic, neural networks etc., and the study of computer architectures for parallel processing in complex problems, such as time series prediction. He has published 26 articles in JCR-indexed journals. A former coordinator of the Master’s Degree in Computer and Network Engineering at the University of Granada, he has been the secretary of the Master’s Degree in Data Science and Computer Engineering since 2014, and the secretary of the Department of Architecture and Computer Technology at the University of Granada since 2018.

Héctor Pomares
 has been a Full Professor at the University of Granada, Spain, since 2001. He has published more than 50 articles in JCR-indexed journals and contributed over 150 papers to international conferences. He has led or participated in 15 national projects, one independent R&D Excellence project and 13 contracts for innovative research through the University of Granada Foundation Company and the Office of Transfer of Research Results. He has been a visitor at numerous prestigious research centers outside Spain. He is currently a member of the editorial board of the Journal of Applied Mathematics (JCR-indexed) and the coordinator of the official Master’s Degree in Computer & Network Engineering at the University of Granada.

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 otherwise participated in more than 20 research projects obtained in competitive tenders, including projects for the European Union, the I+D+I Spanish National Government and the Unit of Excellence of the Ministry of Innovation, Science and Enterprise Junta de Andalucía. He has published more than 250 scientific contributions listed in the Web of Science, including 90 articles in JCR-indexed journals.

Produktdetails

Einband

Taschenbuch
Erscheinungsdatum

19.10.2020
Abbildungen

XV, 380 p. 152 illus., 116 illus. in color.
Herausgeber Olga Valenzuela + weitere

Produktdetails

Einband

Taschenbuch
Erscheinungsdatum

19.10.2020
Abbildungen

XV, 380 p. 152 illus., 116 illus. in color.
Herausgeber
Verlag Springer
Seitenzahl

380
Maße (L/B/H)

23,5/15,5/2,2 cm
Gewicht

598 g
Auflage

20001 Auflage 1st ed. 2019
Sprache

Englisch
ISBN

978-3-030-26038-5
Herstelleradresse

Springer-Verlag KG
Sachsenplatz 4-6
1201 Wien
AT

Email: ProductSafety@springernature.com

Noch keine Bewertungen vorhanden

Verfassen Sie die erste Bewertung zu diesem Artikel

Helfen Sie anderen Kundinnen und Kunden durch Ihre Meinung.

Kundinnen und Kunden meinen

Bewertungen (0)
  • Produktbild: Theory and Applications of Time Series Analysis
  • Produktbild: Theory and Applications of Time Series Analysis
  • Preface.- Advanced Statistical Methods for Time Series Analysis and Forecasting.- Advanced Computational Intelligence Methods for Time Series Analysis and Forecasting.- Econometric Models, Financial Forecasting and Risk Analysis.- Time Series Analysis in Earth Sciences.- Energy Time Series Forecasting.- Time Series Analysis and Prediction in Other Real Problems.