Algorithms and Applications of Time Series Analysis
A special issue of Algorithms (ISSN 1999-4893).
Deadline for manuscript submissions: closed (15 January 2021) | Viewed by 20744
Special Issue Editor
Special Issue Information
Dear Colleagues,
We live in a world of big data where such distant activities as sales, politics, economics, and research are driven and directed by the ever-growing data stream. In fact, by the time you finish reading this summary, more than 1 MB of data will have been created for every person on Earth, potentially containing useful information. The effort devoted to time series analysis is supposed to answer a simple question: How does the past influence the future? Ever growing computational power together with faster and more robust algorithms may find the answer one day.
This Special Issue of Algorithms, entitled “Algorithms and Applications of Time Series Analysis”, will be mainly devoted (but not limited to) the problems of analysis of data chronologically organized in time. We invite you to submit your latest research on both theoretical issues and practical applications, such as time and frequency domain analysis, stationarity, modeling, classification, complexity, and pattern recognition, to name but a few.
Dr. Lukasz Machura
Guest Editor
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Algorithms is an international peer-reviewed open access monthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 1600 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.
Keywords
- time series analysis
- forecasting
- classification
- pattern recognition
- statistical modeling
- information entropy
- stationarity
- complexity
- wavelets
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