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These values were selected based on prior data from young controls, indicating that an ~\n50% failure rate should be expected for stop-signal trials with this offset.
To accomplish that, his team is working on data-mining algorithms that can pick out useful information, as well as machine learning algorithms that can predict which information will be useful based on prior data.
Based on prior data presented, we postulated that Hispanic and NHW women with breast cancer that have chronic hyperglycemia, may have increased risk of breast cancer-specific and all-cause mortality.
The tuning procedure of a fuzzy controller represents a quite difficult and meticulous task, being based on prior data regarding good knowledge of the controlled plant.
Another example of what machine learning brings to the table is the ability to model scenarios based on prior data.
However, GreenHadoop achieves real-time energy estimates based on prior data center workload.
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In the first step, the proposed approach solves for an optimal input spectrum that minimizes the expected closed-loop error based on prior information given by data already available.
A simple reaction mechanism for the conversion of Fe(CO 5 to Fe2O3 was suggested, based on prior experimental data along with estimated transport properties for the species considered in this system.
In predicting the exhaust air temperature output parameter, which reflects the tablets moisture content, PLSR was employed based on prior measured data (such as batch records of other products rather than design of experiments), leading to minimal new experiments.
Out of these 19 patients, 2 patients had previously known OSA but were noncompliant with therapy and were optimized on CPAP based on prior polysomnographic data; 17 patients underwent PSGs following enrolment into the study.
Allowing the user to reorder the data delivery on the fly increases the interactivity in several contexts such as online aggregation and large-scale spreadsheets; it allows the user to control the processing of data by dynamically specifying preferences for different data items based on prior feedback, so that data of interest is prioritized for early processing.
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based on prior collected
based on preceding data
based on advanced data
based on prior images
based on solid data
based on prior elections
based on prior experiments
based on clear data
based on fragmentary data
based on prior actions
based on prior trials
based on prior claims
based on false data
based on prior years
based on prior interactions
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