These results not only provide a variety of alternative estimates but also can lead to tighter estimates than the traditional Gerschgorin circle theorem. Below, we state some of the main results of [39] that will be useful to us presently. The proofs of these results can be found in the ...
For reference we in- clude the result for parametric models (both with GT calib. and est. using [21]). Best result for each category highlighted in bold. Reg. kNN Intr. Mean Median Calib. rms rms < 1px Diff. Linear Quadratic 1 4 4 Huber Huber Huber Alg.1 Alg.1 Alg....
We decided not to include the estimations for the end of the first, second and third weeks of the epidemic in our set of fixed dates, since we were already in month two of the epidemic, for sake of brevity, and considering the less robust nature of the predictions as early as the firs...
(13) 5 Improved scattering model for rendering Scattering models for real scenes require parameters that guarantee a realistic result when rendering the aerial per- spective effect. For this purpose, we propose an improved scattering model based on real data of [16] about weather conditions via ...
Continued population growth, rapid urbanization and the public perception of paddy fields as tools for only food production, ignoring their high value ES, such as carbon fixation and oxygen release, climate regulation and air purification, result in the continuous reduction of paddy planting area. ...
This means that alternatives to the currently reported trend estimates would result in less variable trend estimates. This observation was also found in the empirical application using the PISA trend from PISA 2006 to PISA 2009. Importantly, a linking based on only link items can be more ...
(t) 2 from t1 to t2 and then obtaining the average after dividing the result by t2 b t1 or 1 pavg e t2 b t1 t2 f2(t) dt t1 (6a) 1 e T f2(t) dt T0 (6b) where T is the period of the signal Having established the definitions of this section energy can now be ...
As a result, the left and right foot GRFi(t) signals cannot be determined from the force equilibrium conditions alone, and an additional mathematical or statistical method is required to solve the indeterminacy problem. Several methods have been proposed to estimate the left and right foot GRFv...
It can be observed that MSEs by the different ANN models did not vary significantly, giving the maximum relative difference of about 22% between ANN-3 and ANN-8. Based on the training result, ANN-3 is selected as it provides the smallest test MSE among the ten ANN models. ANN-3 ...
More detailed information on the theoretical resolvability of parameters can be found in Gu et al. [2]. In practice, all of the measurements are subject to measurement errors (Appendix A). Therefore, the measured points lie near to, but not on, the theoretical curve. A number of techniques...