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SDM
2009
SIAM
140views Data Mining» more  SDM 2009»
15 years 6 months ago
Straightforward Feature Selection for Scalable Latent Semantic Indexing.
Latent Semantic Indexing (LSI) has been validated to be effective on many small scale text collections. However, little evidence has shown its effectiveness on unsampled large sca...
Jun Yan, Shuicheng Yan, Ning Liu, Zheng Chen
82
Voted
KYOTODL
2000
51views more  KYOTODL 2000»
14 years 11 months ago
Self-Maintained Folder Hierarchies as Document Repositories
This paper presents a novel approach for the management of large collections of electronic documents. The major technical contribution of our approach is the seamless integration ...
Johann Eder, Alexander Krumpholz, Alexandros Bilir...
ERCIMDL
2001
Springer
132views Education» more  ERCIMDL 2001»
15 years 2 months ago
A Combined Phrase and Thesaurus Browser for Large Document Collections
A hierarchical browsing interface to a document collection can be constructed by identifying the phrases that recur in the full text of the documents and structuring them into a h...
Gordon W. Paynter, Ian H. Witten
85
Voted
ICMCS
2006
IEEE
142views Multimedia» more  ICMCS 2006»
15 years 3 months ago
Hierarchical Genre Classification for Large Music Collections
The rapid progress in digital music distribution has lead to the creation of large collections of music. There is a need for content-based music classification methods to organiz...
Stefan Brecheisen, Hans-Peter Kriegel, Peter Kunat...