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Unsupervised graph-based topic labelling using dbpedia
Automated topic labelling brings benefits for users aiming at analysing and understanding
document collections, as well as for search engines targetting at the linkage between groups …
document collections, as well as for search engines targetting at the linkage between groups …
Analytical comparison of clustering techniques for the recognition of communication patterns
The systematic processing of unstructured communication data as well as the milestone of
pattern recognition in order to determine communication groups in negotiations bears many …
pattern recognition in order to determine communication groups in negotiations bears many …
Query expansion based on clustered results
Z Liu, S Natarajan, Y Chen - ar** similar documents together automatically. Labels of
the clusters, usually edited manually, are helpful for users to quickly grasp the major …
the clusters, usually edited manually, are helpful for users to quickly grasp the major …
What was the query? generating queries for document sets with applications in cluster labeling
We deal with the task of generating a query that retrieves a given set of documents. In its
abstract form, this can be seen as a “compression” of the document set to a short query. But …
abstract form, this can be seen as a “compression” of the document set to a short query. But …
On the use of consensus clustering for incremental learning of topic hierarchies
Incremental learning of topic hierarchies is very useful to organize and manage growing text
collections, thereby summarizing the implicit knowledge from textual data. However …
collections, thereby summarizing the implicit knowledge from textual data. However …
Kernel bandwidth selection for svdd: The sampling peak criterion method for large data
S Peredriy, D Kakde… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
Support vector data description (SVDD) provides a useful approach, with various practical
applications, for constructing a description of multivariate data for single-class classification …
applications, for constructing a description of multivariate data for single-class classification …
Semantic query expansion using cluster based domain ontologies
S Chawla - International Journal of Information Retrieval Research …, 2012 - igi-global.com
Abstract Information on the web has been growing at a very rapid pace and has become
quite voluminous over the past few years. The users search query on the web could not …
quite voluminous over the past few years. The users search query on the web could not …