It is well-known that time series analysis is time-consuming when large data sets are used, soft computing methods being recommended for obtaining a balance between the models' accuracy and speed of solving the problem at hand. Therefore, this special session aims to present the advances in the fields of time series modeling and forecast of large series issued from measurements and experiments in different engineering fields. Submissions are expected to reflect theoretical methods and experimental works in statistical analysis and applications to modeling such time series.
Suggested topics of this special session include but are not limited to:
- - Parametrical versus non-parametric approaches for data series modeling in engineering sciences
- - Critical evaluation and comparisons of alternative approaches for experimental time series modeling
- - New techniques for spatial data analysis
- - New software for data analysis – development and applications for solving engineering problems
- - Soft computing and fuzzy techniques for engineering time series modeling
- - Environmental time series modeling (precipitation, temperature, pollution)
The participants will be invited to submit their extended articles to the following journals:
Toxics – indexed WOS – IF 4.472 (Q1), Special issue:
Advances in Water, Air and Soil Pollution Monitoring, Modeling and Restoration
Based on reviewers' evaluations, reduced or total publication fees will be awarded based on the reviewers’ evaluations.
Hydrology (MDPI) - indexed within Scopus, ESCI (Web of Science) – tracked for Impact Factor - CiteScore 3.6 - https://www.mdpi.com/journal/hydrology
A discount fee of 10-20% will be granted based on the reviewers’ evaluations.
Organizers:
Prof. Dr. Hab. Alina Bărbulescu, Transilvania University of Brașov, Romania, alina.barbulescu@unitbv.ro
https://scholar.google.ro/citations?user=zogmvKIAAAAJ&hl=ro
Assoc. Prof. Dr. Eng. Hab. Cristian Ștefan Dumitriu, Technical University of Civil Engineering of Bucharest, Romania, cris.dum.stef@gmail.com
https://scholar.google.ro/citations?hl=ro&user=s9pWUXQAAAAJ&view_op=list_works