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In fact, this method yielded frequency plans that outperform the best previously published solutions.
These results represent a 59% decrease in error compared to the best previously published results for this dataset.
We were unable to detect the cells of our whole dataset using the best previously published method in the literature for segmenting complex cell shapes in bright field images [5], and we therefore had to leave it out of this comparison study.
The best previously published formula had an AUC of 0.81 (95% CI = 0.78 to 0.83), compared with an AUC of 0.78 (0.75 to 0.81) for the locally validated formula [ 1].
In this work, after finding the best composition of production medium among the best previously published and modified media, the optimization of physical factors for extracellular thermostable lipase production from a newly isolated Geobacillus sp. strain ARM (DSM 21496 = NCIMB 41583) was carried out using RSM and ANN.
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The fusion of machine-learning-type classifiers showed improved performance over the best results previously published in the literature.
The film won Oscars for best actor, best actress, best screenplay based on previously published material, best director and best picture.
The Li et al. model is the best-performing previously published model that depends on modeling competitive hybridization chemistry, while the Abdueva et al. model is the best-performing previously published model that uses a Langmuir isotherm based approach.
We also perform a single longer experiment with maximum allowed CPU 604 800 s to compare the spectral value found using the new heuristic with the best of the previously published one.
The results indicate the importance of constraint handling, and the best solution found exceeds previously published results.
A comparison was performed against three of the best skull stripping methods previously published: Brain Extraction Tool (BET), Brain Surface Extractor (BSE), and Hybrid Watershed Algorithm (HWA).
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CEO of Professional Science Editing for Scientists @ prosciediting.com