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» Regularized Learning with Networks of Features
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ICITA
2005
IEEE
15 years 5 months ago
WiFiAdmin: An Intelligent Web-Based Management Environment for Wireless Networks
Wireless network communities face a number of difficulties due to lack of integration between network and community resources management. In this work, we present a novel solution...
Eythimios Dimopoulos, Athanasios Panousis, Evangel...
ICPR
2010
IEEE
15 years 1 days ago
Detection of Salient Image Points Using Principal Subspace Manifold Structure
—This paper presents a method to find salient image points in images with regular patterns based on deviations from the overall manifold structure. The two main contributions ar...
António R. C. Paiva, Tolga Tasdizen
ICIP
2010
IEEE
14 years 9 months ago
Fast semantic scene segmentation with conditional random field
In this paper, we present a fast approach to obtain semantic scene segmentation with high precision. We employ a two-stage classifier to label all image pixels. First, we use the ...
Wen Yang, Dengxin Dai, Bill Triggs, Gui-Song Xia, ...
JMLR
2010
144views more  JMLR 2010»
14 years 6 months ago
Practical Approaches to Principal Component Analysis in the Presence of Missing Values
Principal component analysis (PCA) is a classical data analysis technique that finds linear transformations of data that retain the maximal amount of variance. We study a case whe...
Alexander Ilin, Tapani Raiko
KES
2007
Springer
14 years 11 months ago
An Application of Machine Learning Methods to PM10 Level Medium-Term Prediction
The study described in this paper, analyzed the urban and suburban air pollution principal causes and identified the best subset of features (meteorological data and air pollutants...
Giovanni Raimondo, Alfonso Montuori, Walter Moniac...