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On top of these issues, the ability of hierarchical planning to truly cope with the requirements of real-world applications has been often questioned.
Despite the ability of hierarchical clustering to indicate important specific similarities between GEM models and human subtypes of breast cancer, significant differences in gene expression exist, even between mouse and human tumors considered to represent the same subtype of mammary cancer.
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The increased JSC profits from superior light-scattering ability of branched hierarchical TiO2 nanowires for enhanced light-harvesting efficiency and the prominent charge-collection efficiency benefited from additional growth of branches for efficient and effective electron injection.
When applied as anode in lithium ion batteries, our materials exhibit capacity of 770 mAh g−1 even after 100 cycles with a Columbic efficiency in excess of 97%, reflecting the ability of the hierarchical network to accommodate the extreme volume changes of metal anodes that occur during the lithiation/delithiation reactions.
Compared with traditional diagnostic approaches where feature extraction is needed, the presented approach has the ability of learning hierarchical representations, which are suitable for fault classification, directly from frequency distribution of the measurement data.
The first one is the hierarchy which has the ability of taking the hierarchical structures into account.
The main advantage of hierarchical methods is their ability to extract a hierarchy of clusters (dendrogram) which is not helpful in our target problem.
The empirical evaluation confirms the promising ability of the proposed technique for hierarchical multi-label classification task.
In this work, we discovered the unique ability of moss to produce 3D hierarchical, hollow metal oxide nanostructures using a general, one-pot approach.
The factors enhancing the photocatalytic performance were the high electron-withdraing ability and high conductivity of goethite and improved visible light-harvesting ability of C-GOF with a hierarchical architecture due to the surface scatring and reflecting effect.
The performance of the algorithm is encouraging as compared to the existing methods based on the statistically significant Student's t-test (keeping in view, prediction accuracy and specificity) and thus confirm the promising ability of the proposed technique for hierarchical classification task.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com