Editor: "Cagdas H. Aladag"

Advances in Time Series Forecasting

Volume 2

Personal Book: US $69 Special Offer (PDF + Printed Copy): US $153
Printed Copy: US $119
Library Book: US $276
ISSN: 2543-2796
eISSN: 2543-280X (Online)
ISBN: 978-1-68108-529-6
eISBN: 978-1-68108-528-9 (Online)
DOI: 10.2174/97816810852891170201

Introduction

This volume is a valuable source of recent knowledge about advanced time series forecasting techniques such as artificial neural networks, fuzzy time series, or hybrid approaches. New forecasting frameworks are discussed and their application is demonstrated. The second volume of the series includes applications of some powerful forecasting approaches with a focus on fuzzy time series methods. Chapters integrate these methods with concepts such as neural networks, high order multivariate systems, deterministic trends, distance measurement and much more. The chapters are contributed by eminent scholars and serve to motivate and accelerate future progress while introducing new branches of time series forecasting. This book is a valuable resource for MSc and PhD students, academic personnel and researchers seeking updated and critically important information on the concepts of advanced time series forecasting and its applications.

Contributors

Editor(s):
Cagdas H. Aladag
Department of Mechanical and Industrial Engineering
University of Toronto, Canada
Department of Statistics, Hacettepe University, Turkey





Contributor(s):
Ali Z. Dalar
Department of Statistics, Faculty of Arts and Sciences
Giresun University
Giresun
Turkey


Barıs Asıkgil
Department of Statistics, Faculty of Science and Letters
Mimar Sinan Fine Arts University
İstanbul
Turkey


Busenur Sarıca
Department of Statistics, Faculty of Arts and Science
Marmara University
İstanbul
Turkey


Cagdas Hakan Aladag
Knowledge/Intelligence Systems Laboratory, Department of Mechanical and Industrial Engineering
University of Toronto
Toronto
Canada
/
Department of Statistics, Faculty of Science
Hacettepe University
Ankara
Turkey


Eren Bas
Department of Statistics, Faculty of Arts and Sciences
Giresun University
Giresun
Turkey


Erol Egrioglu
Department of Statistics, Faculty of Arts and Sciences
Giresun University
Giresun
Turkey


Hilal Guney
Department of Statistics
Gazi University
Ankara
Turkey


I. Burhan Turksen
Department of Industrial Engineering
TOBB University of Economics and Technology
Ankara
Turkey
/
Department of Mechanical and Industrial Engineering
University of Toronto
Toronto
Canada


M. Yalinezhaad
Department of Industrial Engineering and Management Systems
Amirkabir University of Technology (Polytechnic of Tehran)
Tehran
Iran


M.H. Fazel Zarandi
Department of Industrial Engineering and Management Systems
Amirkabir University of Technology (Polytechnic of Tehran)
Tehran
Iran


Ozge Cagcag Yolcu
Department of Industrial Engineering, Faculty of Engineering
Giresun University
Giresun
Turkey


Ufuk Yolcu
Department of Statistics, Faculty of Science
Ankara University
Ankara
Turkey
/
Department of Econometrics, Faculty of Economics and Administrative Sciences
Giresun University
Giresun
Turkey




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