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Metric indices support efficient similarity searches in metric spaces.
Yoon, C. E., O'Reilly, O., Bergen, K. J. & Beroza, G. C. Earthquake detection through computationally efficient similarity search.
The proposed signature allows, at the same time, memory saving and fast and efficient similarity calculation.
Then, compact binary codes are generated from hierarchical features for efficient similarity search.
After two decades of research, the techniques for efficient similarity search in metric spaces have combined virtually all the available tricks resulting in many structural index designs.
The main objective of this research is to first design an efficient similarity measure which essentially considers the distribution of the features over the entire input.
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Ph.D. Qualifying Examination : Efficient video similarity measurement and search [Proposal] [PowerPoint presentation].
The representation of the local atom environments as tries allows us to apply efficient recursive similarity computations.
For the implementation of ligand-based searching, iDrug adopts an efficient 3D similarity calculation method SHAFTS, which is designed to integrate the strength of pharmacophore matching and volumetric overlay approaches [7].
To analyze these important data resources, efficient structure similarity search tools are essential for retrieving chemical and bioactivity information from databases (Chen and Reynolds, 2002; Sheridan and Kearsley, 2002).
Even if they have greatly helped to automatically analyze full genomes, all the phylogenetic methods available are less efficient than similarity based methods [ 19, 20], suggesting a complex set of pitfalls in the phylogenetics approach that needs to be overcome.
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