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» Constructing Ensembles from Data Envelopment Analysis
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SIGMOD
2006
ACM
131views Database» more  SIGMOD 2006»
14 years 5 months ago
An automatic construction and organization strategy for ensemble learning on data streams
As data streams are gaining prominence in a growing number of emerging application domains, classification on data streams is becoming an active research area. Currently, the typi...
Yi Zhang, Xiaoming Jin
ICDM
2009
IEEE
141views Data Mining» more  ICDM 2009»
13 years 2 months ago
Ensemble-Vis: A Framework for the Statistical Visualization of Ensemble Data
Scientists increasingly use ensemble data sets to explore relationships present in dynamic systems. Ensemble data sets combine spatio-temporal simulation results generated using mu...
Kristin Potter, Andrew Wilson, Peer-Timo Bremer, D...
MCS
2009
Springer
13 years 9 months ago
Random Ordinality Ensembles A Novel Ensemble Method for Multi-valued Categorical Data
Abstract. Data with multi-valued categorical attributes can cause major problems for decision trees. The high branching factor can lead to data fragmentation, where decisions have ...
Amir Ahmad, Gavin Brown
ICDAR
2007
IEEE
13 years 11 months ago
On the Applicability of Off-Line Signatures to the Fuzzy Vault Construction
In the present contribution, the applicability of off-line handwritten signatures to the fuzzy vault construction is studied. Feature extraction is based on quantized maxima and m...
Manuel R. Freire, Julian Fiérrez-Aguilar, M...
ISBI
2004
IEEE
14 years 5 months ago
Image Analysis of Doppler Echocardiography for Patients with Atrial Fibrillation
Image analysis tools are used for the extraction of clinical data from Doppler Echocardiography images. Currently, manual methods are subject to large inter- and intraobserver var...
Oron Shechner, Hayit Greenspan, Mickey Sheinovitz,...