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Timing is everything. Neurons fire in time-locked fashion to propagate signals and form memories. The cell division cycle, the process by which an adult cell divides into two daughter cells, is carefully orchestrated by rises and decays of regulating protein concentrations. Engineered systems, like data centers, also involve temporal coordination. A few months back, the music service Last.fm had to...
Kripke structures are important modeling formalisms to understand the behavior of reactive systems. We present an approach to automatically infer Kripke structures from time series datasets. Our algorithm bridges the continuous world of time profiles and the discrete symbols of Kripke structures by incorporating a segmentation algorithm as an intermediate step. This approach identifies, in an unsupervised...
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