Discovering Hidden Temporal Patterns in Behavior and Interaction

Name: Discovering Hidden Temporal Patterns in Behavior and Interaction
Brand: Springer Nature
SKU: 9781493932481
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Springer Nature

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9781493932481

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Discovering hidden recurring patterns in observable behavioral processes is an important issuefrequently faced by numerous advanced students and researchers across many research areas, includingpsychology, biology, sports, robotics, media, finance, and medicine. As generally, themany powerful methods included in statistical software packages were not developed for this kind ofanalysis, discovering such patterns has proven a particularly difficult task, due to a lack of a) adequateformalized models of the kinds of patterns to look for, b) corresponding detection algorithms and c)their implementation in available software.The research described in this book is based on the application of such pattern types, algorithms andsoftware developed from the late seventies to the present in the context of researchin collaboration with human and animal behavioral research teams at internationally leadinguniversities in the US and Europe, thus testing the usefulness and validity of the pattern types,algorithms and software in numerous research areas. With the (scale independent statistical hierarchical and fractal-like) T-Pattern at its heart, a set ofproposed pattern types, called the T-System, forms the basis for the search algorithms implemented asthe software THEME (TM) (vs. 6), which is easily available in free educational and full commercialversions.

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