Sentence examples for categorization algorithm from inspiring English sources
The MEDLINE categorization algorithm may have several uses in bibliometrics: To categorize the scientific production of one scientist (or a group of scientists or an entire laboratory): for example, to check if its main fields of research are correlated with the top-rated metaterms generated by the algorithm.
We did not explicitly include word fragments or common misspellings, as Crimson Hexagon's 'guided' categorization algorithm accounts for partial word mentions and detects misspellings.
We designed a text categorization algorithm and a filtering user interface to address the problem.
We also propose a rule categorization algorithm that partitions an input ruleset by considering the field features of rules to minimize the memory requirement.
This paper briefly describes a general framework for the extraction and systematic storage of low-level visual features, and demonstrates its applicability in image categorization using a linear categorization algorithm originally developed for the characterization of text documents.
Following steps in Figure 4, a multi-level NB categorization algorithm is constructed.
Most categorization algorithms are sensitive to noise, architecture configuration, Bellman's curse of dimensionality, instability, and complex shapes.
The categorization algorithms explore optimal integration of visual features (such as color, texture, spatial layout) and text features (such as associated html tags, captions, and articles).
Voting-based categorization algorithms also known as classifier committees can adjust the number and professional level of "experts" in the committees to find a balance between performance and time-computational consumption.
Such approaches have been analysed and compared [ 10]; essentially, these approaches consist of a sequence similarity comparison with tools like BLAST [ 11] along with specific categorization algorithms and processing pipelines that exploit the results of the sequence similarity.
AdaBoost is an efficacious classification algorithm especially in text categorization (TC) tasks.
