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In this paper, we propose a scheme to accelerate the Probabilistic Latent Semantic Indexing (PLSI), which is an automated document indexing method based on a statistical latent semantic model, exploiting the high parallelism of Graphics Processing Unit (GPU).
This way, the suitability of our framework depends on the relaxation of the indexing method.
A fast indexing method dedicated to lattice vector quantization (LVQ), called stack indexing (SI), is presented.
In this paper, we present a hierarchical indexing method based on texture characterization for image retrieval.
The problematic exposed here is the utilization of the standard VSM method with our indexing method.
In this study, a clustering technique is introduced that removes some of the subjectivity associated with the indexing method.
Similar(25)
Even searching by song title, musician name or musical genre, to name a few standard indexing methods, often becomes fairly useless when that search yields hundreds if not thousands of songs.
In this paper, we present three indexing methods deployed on commodity computers.
However, in many cases, multidimensional access methods outperform one-dimensional indexing methods.
Cuil failed to deliver good enough results to drive anyone to change their search behavior, and quickly became the subject of backlash and criticism because of their poor performance and indexing methods that actually took websites down in the process.
However, in some cases, these simple histogram-based indexing methods fail to match perceptual (dis)similarity [16].
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