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MLDM
2009
Springer
14 years 4 months ago
Regional Pattern Discovery in Geo-referenced Datasets Using PCA
Existing data mining techniques mostly focus on finding global patterns and lack the ability to systematically discover regional patterns. Most relationships in spatial datasets ar...
Oner Ulvi Celepcikay, Christoph F. Eick, Carlos Or...
SBACPAD
2008
IEEE
132views Hardware» more  SBACPAD 2008»
14 years 4 months ago
Aspect-Based Patterns for Grid Programming
The development of grid algorithms is frequently hampered by limited means to describe topologies and lack of support for the invasive composition of legacy components in order to...
Luis Daniel Benavides Navarro, Rémi Douence...
ECEASST
2006
96views more  ECEASST 2006»
13 years 10 months ago
Optimizing Pattern Matching Compilation by Program Transformation
Motivated by the promotion of rewriting techniques and their use in major industrial applications, we have designed Tom: a pattern matching layer on top of conventional programming...
Emilie Balland, Pierre-Etienne Moreau
ICML
2000
IEEE
14 years 2 months ago
Mutual Information in Learning Feature Transformations
We present feature transformations useful for exploratory data analysis or for pattern recognition. Transformations are learned from example data sets by maximizing the mutual inf...
Kari Torkkola, William M. Campbell
ANLP
1997
103views more  ANLP 1997»
13 years 11 months ago
Automatic Extraction of Subcategorization from Corpora
We describe a novel technique and implemented system for constructing a subcategorization dictionary from textual corpora. Each dictionary entry encodes the relative frequency of ...
Ted Briscoe, John Carroll