Time Series Analysis and Forecasting: Selected Contributions from the ITISE Conference

Author:   Ignacio Rojas ,  Héctor Pomares
Publisher:   Springer International Publishing AG
Edition:   Softcover reprint of the original 1st ed. 2016
Volume:   0
ISBN:  

9783319804118


Pages:   384
Publication Date:   30 May 2018
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Time Series Analysis and Forecasting: Selected Contributions from the ITISE Conference


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Overview

This volume presents selected peer-reviewed contributions from The International Work-Conference on Time Series, ITISE 2015, held in Granada, Spain, July 1-3, 2015. It discusses topics in time series analysis and forecasting, advanced methods and online learning in time series, high-dimensional and complex/big data time series as well as forecasting in real problems. The International Work-Conferences on Time Series (ITISE) provide 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.

Full Product Details

Author:   Ignacio Rojas ,  Héctor Pomares
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   Softcover reprint of the original 1st ed. 2016
Volume:   0
Dimensions:   Width: 15.50cm , Height: 2.10cm , Length: 23.50cm
Weight:   6.146kg
ISBN:  

9783319804118


ISBN 10:   3319804111
Pages:   384
Publication Date:   30 May 2018
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Main Topics: Time Series Analysis and Forecasting.- Advanced method and on-Line Learning in time series.- High Dimension and Complex/Big Data.- Forecasting in real problem.

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Author Information

Ignacio Rojas is a full professor at the Department of Computer Architecture and Computer Technology and Director of the  Information and Communications Technology Centre (CITIC-UGR), 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 204 scientific contributions reflected in the database ISI Web of Science, thereof 85 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 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.

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