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IWANN
2005
Springer
15 years 9 months ago
Input and Structure Selection for k-NN Approximator
Abstract. This paper presents k-NN as an approximator for time series prediction problems. The main advantage of this approximator is its simplicity. Despite the simplicity, k-NN c...
Antti Sorjamaa, Nima Reyhani, Amaury Lendasse
DAS
2004
Springer
15 years 9 months ago
Rule-Based Structural Analysis of Web Pages
Structural analysis of web pages has been proposed several times and for a number of reasons and purposes, such as the re-flowing of standard web pages to fit a smaller PDA screen....
Fabio Vitali, Angelo Di Iorio, Elisa Ventura Campo...
GFKL
2004
Springer
107views Data Mining» more  GFKL 2004»
15 years 9 months ago
Hierarchical Mixture Models for Nested Data Structures
A hierarchical extension of the finite mixture model is presented that can be used for the analysis of nested data structures. The model permits a simultaneous model-based cluster...
Jeroen K. Vermunt, Jay Magidson
IJCNLP
2004
Springer
15 years 9 months ago
Combining Labeled and Unlabeled Data for Learning Cross-Document Structural Relationships
Multi-document discourse analysis has emerged with the potential of improving various NLP applications. Based on the newly proposed Cross-document Structure Theory (CST), this pap...
Zhu Zhang, Dragomir R. Radev
123
Voted
IWPEC
2004
Springer
15 years 9 months ago
A Structural View on Parameterizing Problems: Distance from Triviality
Based on a series of known and new examples, we propose the generalized setting of “distance from triviality” measurement as a reasonable and prospective way of determining use...
Jiong Guo, Falk Hüffner, Rolf Niedermeier