2018 International Workshop on Spatial and Temporal Modeling from Statistical, Machine Learning and Engineering Perspectives

2018 International Workshop on Spatial and Temporal Modeling from Statistical, Machine Learning and Engineering Perspectives

2018 International Workshop on Spatial and Temporal Modeling from Statistical, Machine Learning and Engineering Perspectives

http://www.ismvideo.org/STM2018/

The analysis of complex and massive data sets which display attributes of spatial and temporal characteristics is a growing field of research. Traditionally the two fields have been treated predominantly via a range of different approaches, depending on the discipline in which the applications are under study. There has been a range of recent developments in characterizing multivariate spatial and temporal processes which are either discrete (branching and counting processes) or continuous (heavy tailed processes such as Levy processes) and their sub-families the stable processes and Gaussian processes. In addition the study of such processes in practical applications has advanced significantly and the intention of the workshops is to present some recent developments in specification, estimation in high dimensional and complex structured models formed from such processes and application. The workshop aims to introduce these theory and methodology for a range of real applications in areas of machine learning, wireless communications, sensor networks, finance, insurance, earthquake dynamic modeling, environmental modeling, signal processing and speech and audio processing.

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