Open access peer-reviewed Edited Volume

Time Series Analysis

Young Kinh-Nhue Truong

University of North Carolina at Chapel Hill

Covering

bandlimited sampling non-bandlimited sampling multivariate time series state-space models Fourier analysis spectral analysis wavelet transformation time-varying frequencies signal detection image registration medical signal analysis financial modeling

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About the book

The objective of the book is to collect knowledge of the recent techniques and applications in time series analysis. The topics will cover basic theory from sampling theorem to Fourier and wavelet analysis and applications in signal and image analysis. The book should include diverse applications in signal and image analysis as medical signal analysis involving magnetic resonance imaging (MRI), positron emission tomography (PET) and neurophysiological neural spike trains, spatial and temporal data analysis, computer vision and financial modeling. It will also feature applications of machine learning to time series data such as independent component analysis (ICA), pattern recognition, supervised and unsupervised learning. The advance of computational tools or fast numerical methods will be highlighted in topics such as Fast Fourier Transform (FFT), spectral analysis in multivariate time series, principal component analysis (PCA), canonical correlation, singular value decomposition; discrete or continuous wavelet transforms, multiresolution analysis, especially based on open source software such as R, Python, and Julia.

Publishing process

Book initiated and editor appointed

Date completed: October 28th 2019

Applications to edit the book are assessed and a suitable editor is selected, at which point the process begins.

Chapter proposals submitted and reviewed

Deadline Extended: Open for Submissions

Potential authors submit chapter proposals ready for review by the academic editor and our publishing review team.

Approved chapters written in full and submitted

Deadline for full chapters: January 17th 2020

Once approved by the academic editor and publishing review team, chapters are written and submitted according to pre-agreed parameters

Full chapters peer reviewed

Review results due: April 6th 2020

Full chapter manuscripts are screened for plagiarism and undergo a Main Editor Peer Review. Results are sent to authors within 30 days of submission, with suggestions for rounds of revisions.

Book compiled, published and promoted

Expected publication date: June 5th 2020

All chapters are copy-checked and typesetted before being published. IntechOpen regularly submits its books to major databases for evaluation and coverage, including the Clarivate Analytics Book Citation Index in the Web of ScienceTM Core Collection. Other discipline-specific databases are also targeted, such as Web of Science's BIOSIS Previews.

About the editor

Young Kinh-Nhue Truong

University of North Carolina at Chapel Hill

Young Kinh-Nhue Truong, Ph.D., is a professor of Biostatistics at the University of North Carolina at Chapel Hill. His research expertise includes statistical learning, functional modeling, time series, Spatio-temporal data analysis, and event history analysis. He has contributed significantly in the areas of statistical time series/longitudinal modeling using splines, window or kernel-based smoothing methods, and wavelets. His current research focuses mainly on Spatio-temporal data analysis with the aim to spatially localize dynamic processes in the functional magnetic resonance imaging (fMRI) or electroencephalography (EEG) human brain data. He is also interested in developing statistical inference for group comparison based on human brain imaging data and methods for analyzing neuro-spike train data. His teaching and research experience in linear mixed modeling has provided new insights and approaches to many statistical analyses for handling between- and within-subject variability.

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Book chapters authored 0

Books edited 1

Introducing your Author Service Manager

Ms. Kristina Kardum

As an Author Service Manager my responsibilities include monitoring and facilitating all publishing activities for authors and editors. From chapter submission and review, to approval and revision, copyediting and design, until final publication, I work closely with authors and editors to ensure a simple and easy publishing process. I maintain constant and effective communication with authors, editors and reviewers, which allows for a level of personal support that enables contributors to fully commit and concentrate on the chapters they are writing, editing, or reviewing. I assist authors in the preparation of their full chapter submissions and track important deadlines and ensure they are met. I help to coordinate internal processes such as linguistic review, and monitor the technical aspects of the process. As an ASM I am also involved in the acquisition of editors. Whether that be identifying an exceptional author and proposing an editorship collaboration, or contacting researchers who would like the opportunity to work with IntechOpen, I establish and help manage author and editor acquisition and contact.

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