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GECCO
2006
Springer
168views Optimization» more  GECCO 2006»
15 years 4 months ago
Crossover gene selection by spatial location
Spatial based gene selection for division of chromosomes used by crossover operators is proposed for three-dimensional problems. This spatial selection is shown to preserve more g...
David M. Cherba, William F. Punch
98
Voted
ACL
2006
15 years 2 months ago
Unsupervised Induction of Modern Standard Arabic Verb Classes Using Syntactic Frames and LSA
We exploit the resources in the Arabic Treebank (ATB) and Arabic Gigaword (AG) to determine the best features for the novel task of automatically creating lexical semantic verb cl...
Neal Snider, Mona T. Diab
90
Voted
ESANN
2006
15 years 2 months ago
An algorithm for fast and reliable ESOM learning
The training of Emergent Self-organizing Maps (ESOM ) with large datasets can be a computationally demanding task. Batch learning may be used to speed up training. It is demonstrat...
Mario Nöcker, Fabian Mörchen, Alfred Ult...
59
Voted
CORR
2006
Springer
66views Education» more  CORR 2006»
15 years 25 days ago
MDL Denoising Revisited
We refine and extend an earlier MDL denoising criterion for wavelet-based denoising. We start by showing that the denoising problem can be reformulated as a clustering problem, whe...
Teemu Roos, Petri Myllymäki, Jorma Rissanen
92
Voted
DAM
2006
86views more  DAM 2006»
15 years 24 days ago
Sub-dominant theory in numerical taxonomy
Sub-dominant theory provides efficient tools for clustering. However it classically works only for ultrametrics and ad hoc extensions like Jardine and Sibson's 2ultrametrics....
François Brucker