That is, although the environment data representation in the input X space is non-linear, after the data are processed by the ϕ mapping, the data characterized by this mapping is linear in H, with the happy result that linear techniques may be used on the mapped data while preserving the non-linear properties represented in the input space.
The chapter describes that a long-term analysis is based on data characterized by uniform survey methods on the same sampling grid.
The errors in the evaluation of Hd from data characterized by a coarse temporal aggregation, ta, and a procedure to reduce the non-homogeneity of the Hd series are here investigated.
The presented technique was evaluated with plasma etch data, characterized by a statistical experimental design.
A major contribution of this article is the assessment of Wyner-Ziv coding for endoscopic video data, characterized by its unique content.
The second task takes advantage of the ability of ML paradigms to deal with multidimensional data characterized by complex relationships, which are learned from examples using a training algorithm.
Suitable processing methods are needed able to deal with noisy, dynamic, heterogeneous, and untrustworthy data as well data characterized by complex relations.
The advantage of this refined algorithm is that we can satisfactorily use MODIS data, characterized by four overpasses per day to monitor our target volcano, i.e., a rather satisfying temporal resolution for near-real-time volcano surveillance.
Big data, characterized by huge volumes of continuously varying streams of information, present formidable challenges in terms of acquisition, processing, and transmission, especially when one considers novel technology platforms such as the Internet-of-Things and Wireless Sensor Networks.
