Mathematical Problems in Engineering

Advances in Time Series Analysis and its Applications


Publishing date
01 Jan 2016
Status
Published
Submission deadline
14 Aug 2015

Lead Editor

1Tianjin University, Tianjin, China

2University of Western Australia, Crawley, Australia

3Potsdam Institute for Climate Impact Research, Potsdam, Germany

4Tianjin University of Science and Technology, Tianjin, China

5University of Toronto, Toronto, Canada


Advances in Time Series Analysis and its Applications

Description

Characterizing dynamical processes in a time-dependent complex system from observed time series of just one or at most a few variables is a fundamental problem of significant importance in many research fields. Time series analysis has been broadly adopted in scientific research and engineering applications. Many theoretical developments and new methods for time series analysis have significantly contributed to the understanding of complex systems. However, when the system complexity increases, it becomes difficult to describe the dynamic behavior from time series and traditional time series analysis methods have difficulties to cope with the specific requirements induced by this complexity. There still exist many challenges in further developing time series analysis methods addressing such problems. Advanced methods of time series analysis provide new prospects for investigating complex systems and will result in substantial and sustainable deepening of our knowledge in a broad variety of fields of science.

This special issue aims to foster dissemination of high quality research in time series analysis and its applications. Original research articles are solicited in all aspects that are related to time series analysis and its applications, with a special emphasis on new theories and applications of time series analysis. We cordially invite researchers and practitioners to submit their original papers to this special issue.

Potential topics include, but are not limited to:

  • New algorithms and applications
  • Feature extraction and modeling of time series
  • Nonlinear and chaotic time series analysis
  • Recurrence plot and recurrence quantification analysis
  • Complex network analysis of time series
  • Fractal, reversal, and complexity about time series
  • Multidimensional time series analysis
  • Intelligent time series processing
  • Biological information analysis
  • Time series forecasting and identification
  • Financial time series processing
  • Medical signal analysis
  • Time series analysis in and geology
  • Real-world applications and other applications
  • Diagnosis in engineering
  • Acoustic and image time series analysis

Articles

  • Special Issue
  • - Volume 2016
  • - Article ID 9717281
  • - Editorial

Advances in Time Series Analysis and Its Applications

Zhong-Ke Gao | Michael Small | ... | Hamed O. Ghaffari
  • Special Issue
  • - Volume 2016
  • - Article ID 2879524
  • - Research Article

Time Irreversibility from Time Series for Analyzing Oil-in-Water Flow Transition

Du Meng | Chen Xiao-yan | ... | Li Zewei
  • Special Issue
  • - Volume 2016
  • - Article ID 5035160
  • - Research Article

Intuitionistic Fuzzy Time Series Forecasting Model Based on Intuitionistic Fuzzy Reasoning

Ya’nan Wang | Yingjie Lei | ... | Yi Wang
  • Special Issue
  • - Volume 2015
  • - Article ID 940624
  • - Research Article

Transportation Mode Detection Based on Permutation Entropy and Extreme Learning Machine

Lei Zhang | LeiJun Liu | ... | XiaoMei Zou
  • Special Issue
  • - Volume 2015
  • - Article ID 842406
  • - Research Article

Relationship between Chinese and International Crude Oil Prices: A VEC-TARCH Approach

Changming Song | Chongguang Li
  • Special Issue
  • - Volume 2015
  • - Article ID 687313
  • - Research Article

Parallel kd-Tree Based Approach for Computing the Prediction Horizon Using Wolf’s Method

J. J. Águila | E. Arias | ... | J. J. Miralles
  • Special Issue
  • - Volume 2015
  • - Article ID 618061
  • - Research Article

Applying Data Mining Techniques to Identify Suitable Activities

Yu-Fang Yeh | Ching-Pao Chang
  • Special Issue
  • - Volume 2015
  • - Article ID 371578
  • - Research Article

Application of Passivity-Based Control and Time-Frequency Representation in a Doubly Fed Induction Generator System

Yingpei Liu | Haiping Liang
  • Special Issue
  • - Volume 2015
  • - Article ID 646239
  • - Research Article

Low-Frequency Volatility in China’s Gold Futures Market and Its Macroeconomic Determinants

Song Liu | Tingfei Tang | ... | Yibin Liu
  • Special Issue
  • - Volume 2015
  • - Article ID 676090
  • - Research Article

Human Activity Recognition as Time-Series Analysis

Hyesuk Kim | Incheol Kim
Mathematical Problems in Engineering
 Journal metrics
Acceptance rate28%
Submission to final decision75 days
Acceptance to publication38 days
CiteScore1.130
Impact Factor1.179
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