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JMLR
2012
13 years 6 months ago
Multi-label Subspace Ensemble
A challenging problem of multi-label learning is that both the label space and the model complexity will grow rapidly with the increase in the number of labels, and thus makes the...
Tianyi Zhou, Dacheng Tao
ICDM
2008
IEEE
113views Data Mining» more  ICDM 2008»
15 years 10 months ago
Online Reliability Estimates for Individual Predictions in Data Streams
Several predictive systems are nowadays vital for operations and decision support. The quality of these systems is most of the time defined by their average accuracy which has lo...
Pedro Pereira Rodrigues, João Gama, Zoran B...
CDC
2009
IEEE
112views Control Systems» more  CDC 2009»
15 years 8 months ago
Model predictive control for wind power generation smoothing with controlled battery storage
The aim of this study is to design a controller based on model predictive control (MPC) theory to smooth wind power generation along with the controlled storage of the wind energy ...
Muhammad Khalid, Andrey V. Savkin
SDM
2010
SIAM
192views Data Mining» more  SDM 2010»
15 years 5 months ago
Fast and Accurate Gene Prediction by Decision Tree Classification
Gene prediction is one of the most challenging tasks in genome analysis, for which many tools have been developed and are still evolving. In this paper, we present a novel gene pr...
Rong She, Jeffrey Shih-Chieh Chu, Ke Wang, Nanshen...
ISIPTA
2005
IEEE
140views Mathematics» more  ISIPTA 2005»
15 years 10 months ago
Conservative Rules for Predictive Inference with Incomplete Data
This paper addresses the following question: how should we update our beliefs after observing some incomplete data, in order to make credible predictions about new, and possibly i...
Marco Zaffalon