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DATAMINE
2006
166views more  DATAMINE 2006»
15 years 4 months ago
Accelerated EM-based clustering of large data sets
Motivated by the poor performance (linear complexity) of the EM algorithm in clustering large data sets, and inspired by the successful accelerated versions of related algorithms l...
Jakob J. Verbeek, Jan Nunnink, Nikos A. Vlassis
GPEM
2006
117views more  GPEM 2006»
15 years 4 months ago
Introducing lateral thinking in search engines
Abstract. Too much information kills information. This common statement applies to huge databases, where state of the art search engines may retrieve hundreds of very similar docum...
Yann Landrin-Schweitzer, Pierre Collet, Evelyne Lu...
IWC
2006
62views more  IWC 2006»
15 years 4 months ago
Clover: Connecting technology and character education using personally-constructed animated vignettes
Schools are increasingly integrating character education to facilitate improved moral thinking and pro social behavior among students. An effective method for delivering character...
Brian P. Bailey, Sharon Tettegah, Terry J. Bradley
JMLR
2006
103views more  JMLR 2006»
15 years 4 months ago
Pattern Recognition for Conditionally Independent Data
In this work we consider the task of relaxing the i.i.d. assumption in pattern recognition (or classification), aiming to make existing learning algorithms applicable to a wider r...
Daniil Ryabko
ML
2008
ACM
128views Machine Learning» more  ML 2008»
15 years 4 months ago
QG/GA: a stochastic search for Progol
Most search techniques within ILP require the evaluation of a large number of inconsistent clauses. However, acceptable clauses typically need to be consistent, and are only found ...
Stephen Muggleton, Alireza Tamaddoni-Nezhad