Towards a raw-data dynamic structural model with its descriptive applications
Sign Up to like & getrecommendations! Published in 2025 at "Econometric Reviews"
DOI: 10.1080/07474938.2025.2492611
Abstract: Abstract Regarding the current development in multivariate time series analysis, this article contributes to the theory of dynamic structural equation model (DSEM) with an estimation procedure performed on raw data and macroeconomic uses. The analytical… read more here.
Keywords: raw data; towards raw; data dynamic; dynamic structural ... See more keywords
On Robustification of Sampled-Data Dynamic Output-Feedback Stabilizers for Control-Affine Nonlinear Systems
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Control Systems Letters"
DOI: 10.1109/lcsys.2022.3184466
Abstract: In this letter, the robust sampled–data stabilization of nonlinear systems is investigated. In particular, a methodology for the design of robust sampled–data Dynamic Output Feedback Controllers (DOFCs) is provided for control–affine nonlinear systems affected by… read more here.
Keywords: methodology; data dynamic; dynamic output; nonlinear systems ... See more keywords
Efficient and Rapid Machine Learning Algorithms for Big Data and Dynamic Varying Systems
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2017.2741558
Abstract: With the exponential growth of data and complexity of systems, fast machine learning/artificial intelligence and computational intelligence techniques are highly required. Many conventional computational intelligence techniques face bottlenecks in learning (e.g., intensive human intervention and… read more here.
Keywords: machine; big data; machine learning; dynamic varying ... See more keywords