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Müller and Röder [34] used DTW to build semantically interpretable action models by extracting relational features that encode temporal dynamics.
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Nor can they be used to align adaptation plans with the timing of particular outcomes or thresholds predicted by the models (for example by extracting model projections for the 2040s).
While past business models succeeded by extracting value from employees and customers, future business models will succeed by partnering with employees and customers to create new wealth together.
The complex modeling of time series can be tackled by using highly specialised tools such as hidden Markov modeling or by extracting features from the time series that will be of help to classify unseen data sets which is thus a method of feature extraction.
They generated different datasets by either implanting transcription factor binding site (TFBS) occurrences into a background generated from a third-order Markov model or by extracting their original neighborhood from the respective genome.
This OP-based model is refined by extracting new model coefficients from 3D DEM simulations of homogeneous shear flow.
Interpretability of the models was possible by extracting the SAR(s) encoded by these predictive models.
We have used time automata framework to model this system by extracting real time constraints from this safety critical system.
Overall more than 400 SAR-tables with Topomer CoMFA models were found by extracting trends from the PubChem and ChemBank [5] database.
The Pauses system models each user by extracting prosodic features from a larger recording segment, and thus requires at least 1 min of audio for enrollment and verification.
The adequacy of the model was confirmed by extracting the protein under optimum values given by the model.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com