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GECCO
2008
Springer
160views Optimization» more  GECCO 2008»
15 years 7 months ago
An estimation distribution algorithm with the spearman's rank correlation index
This article arguments that rank correlation coefficients are powerful association measures and how can they be adopted by EDAs. A new EDA implements the proposed ideas: the Non-P...
Arturo Hernández Aguirre, Enrique Raú...
ICML
2010
IEEE
15 years 7 months ago
Deep networks for robust visual recognition
Deep Belief Networks (DBNs) are hierarchical generative models which have been used successfully to model high dimensional visual data. However, they are not robust to common vari...
Yichuan Tang, Chris Eliasmith
ICASSP
2010
IEEE
15 years 7 months ago
Searching with expectations
Handling large amounts of data, such as large image databases, requires the use of approximate nearest neighbor search techniques. Recently, Hamming embedding methods such as spec...
Harsimrat Sandhawalia, Herve Jegou
ICA
2010
Springer
15 years 6 months ago
SMALLbox - An Evaluation Framework for Sparse Representations and Dictionary Learning Algorithms
SMALLbox is a new foundational framework for processing signals, using adaptive sparse structured representations. The main aim of SMALLbox is to become a test ground for explorati...
Ivan Damnjanovic, Matthew E. P. Davies, Mark D. Pl...
AES
2007
Springer
141views Cryptology» more  AES 2007»
15 years 6 months ago
Numerical methods for modelling leaching of pollutants in soils
Pesticides used in crop production and herbicides used for weed control are the major source of nonpoint-source pollutants to groundwater. The movement and degradation of pesticid...
M. Isabel Asensio, B. Ayuso, Luis Ferragut, G. San...