126
Voted
BLISS
15 years 7 months ago
2008 IEEE 
Counting (identical) objects in images is a simple yet fundamental recognition task that requires exhaustive human effort. Automation of this task would reduce the human load sign...
138
Voted
ICML
16 years 1 months ago
2008 IEEE
Bayesian network classifiers have been widely used for classification problems. Given a fixed Bayesian network structure, parameters learning can take two different approaches: ge...
141
Voted
ML
15 years 13 days ago
2008 ACM 
Feature selection is an important aspect of solving data-mining and machine-learning problems. This paper proposes a feature-selection method for the Support Vector Machine (SVM) l...
135
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ICMLA
15 years 1 months ago
2008
Time-series segmentation in the fully unsupervised scenario in which the number of segment-types is a priori unknown is a fundamental problem in many applications. We propose a Ba...
100
Voted
ICML
16 years 1 months ago
2008 IEEE  |
Machine Learning