We consider the Contextual Recursive Cascade Correlation model (CRCC), a model able to learn contextual mappings in structured domains. We propose a formal characterization of the "context window", i.e., given a state variable, the "context window" is the set of state variables that directly or indirectly contribute to its determination. On the basis of this definition, a formal and compact expression describing the "context windows" for the CRCC, and RCC model, are derived. © Springer-Verlag Berlin Heidelberg 2003.
CITATION STYLE
Micheli, A., Sona, D., & Sperduti, A. (2003). Formal determination of context in contextual recursive cascade correlation networks. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2714, 173–180. https://doi.org/10.1007/3-540-44989-2_22
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