A key task of data science is to identify relevant features linked certain output variables that are supposed be modeled or predicted. To obtain a small but meaningful model, it important find stochastically independent capturing all the information necessary model predict sufficiently. Therefore, we introduce in this work framework detect linear and non-linear dependencies between different fe...

Drawing on research on narrative theory (Baker, 2006, 2014) in translation and interpretation studies, on the interdisciplinary relationship between translation studies and the visual and performing arts, and on the principal diversities between media discourse representations and aesthetic constructions on the topic of the migration crisis, this study addresses the issue of transferring cultur...

Molecular dynamics simulations provide vast amount of information about a protein’s dynamics. To interpret a protein’s dynamics and how it may relate to its function, traditionally, two-way analysis techniques such as principal component analysis have been used. However, two-way analysis techniques are usually limited by the fact that they have to be done post-process, i.e., after the simulatio...

Train passenger door is the key system for operation and maintenance on urban rail train. In this paper, we analysis passenger door system of urban rail train working process and establish the mathematical model. Firstly, we use the method of parameter estimation to get physical parameters of doors on different working condition. Then fault diagnosis experiment is done to train passenger door w...

Working papers of the Federal Reserve Bank of Cleveland are preliminary materials circulated to stimulate discussion and critical comment on research in progress. They may not have been subject to the formal editorial review accorded official Federal Reserve Bank of Cleveland publications. The views stated herein are those of the authors and are not necessarily those of the Federal Reserve Bank...

Nested Petri nets (NP-nets) is an extension of the Petri nets formalism within the “nets-within-nets” approach, when tokens in a marking are themselves Petri nets which have autonomous behavior and synchronize with the system net. The formalism of NP-nets allows modeling multi-level multi-agent systems with a dynamic structure in a natural way. In this paper we define branching processes and un...