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» Dimensionality Reduction for Text using Domain Knowledge
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WSDM
2010
ACM
215views Data Mining» more  WSDM 2010»
15 years 7 months ago
GeoFolk: Latent spatial semantics in Web 2.0 social media
We describe an approach for multi-modal characterization of social media by combining text features (e.g. tags as a prominent example of short, unstructured text labels) with spat...
Sergej Sizov
DMIN
2008
190views Data Mining» more  DMIN 2008»
14 years 11 months ago
Optimization of Self-Organizing Maps Ensemble in Prediction
The knowledge discovery process encounters the difficulties to analyze large amount of data. Indeed, some theoretical problems related to high dimensional spaces then appear and de...
Elie Prudhomme, Stéphane Lallich
84
Voted
TMRA
2005
Springer
15 years 3 months ago
Collaborative Software Development and Topic Maps
This work-in-progress report subsumes our ongoing research to develop a Topic Maps centric, modularised system which supports collaborative software development by combining the me...
Markus Ueberall, Oswald Drobnik
82
Voted
EACL
2010
ACL Anthology
14 years 11 months ago
Generating Approximate Geographic Descriptions
Georeferenced data sets are often large and complex. Natural Language Generation (NLG) systems are beginning to emerge that generate texts from such data. One of the challenges th...
Ross Turner, Somayajulu Sripada, Ehud Reiter
LREC
2010
189views Education» more  LREC 2010»
14 years 11 months ago
Extracting Surface Realisation Templates from Corpora
In Natural Language Generation (NLG), template-based surface realisation is an effective solution to the problem of producing surface strings from a given semantic representation,...
Thiago D. Tadeu, Eder M. de Novais, Ivandré...