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To conduct predictions over many years, a stationary demographic structure is required throughout the simulated period.
In this case, we conduct predictions starting froma sufficient number of motif candidates randomly picked from motif space.
The larger sample size makes it possible to conduct predictions concerning events with a relatively low prevalence like disability pension.
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We conduct prediction every 10, 60, 180, and 300 s, which are equivalent to the aggregation period of traffic data.
Then, several sparse PLS (SPLS) methods are proposed to simultaneously conduct prediction and variable selection via sparsely combining original predictors.
The proposed approach utilizes orbital debris modeling techniques to effectively conduct prediction, detection, and classification of breakup fragments.
In order to evaluate the prediction accuracy of the proposed models, we run simulations in a microscopic simulator SUMO [11], conduct prediction using the proposed models, and analyze the prediction errors under the effect of varied prediction interval.
In this study an adaptive neuro-fuzzy inference system (ANFIS) was used as soft computing methodology to conduct prediction of the grasping objects weight.
Therefore, in using Plant-PLoc to conduct prediction, the accession number of a query protein would be indispensable as a part of input.
(3) Although a web-server for Euk-mPLoc has been established at http://www.csbio.sjtu.edu.cn/bioinf/euk-multi-2/, only one query protein sequence at a time is allowed when using the web-server to conduct prediction; for the convenience of users in handling many query protein sequences, such a rigid limit should be improved.
We investigated the importance of the reference category by conducting predictions based on a random reference category.
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