148 search results - page 25 / 30 » Context-Based Distance Learning for Categorical Data Cluster... |
119
Voted
ICDM
2005
IEEE
15 years 6 months ago
2005
IEEE
The problem of record linkage focuses on determining whether two object descriptions refer to the same underlying entity. Addressing this problem effectively has many practical ap...
125
Voted
NPL
2006
15 years 9 days ago
2006
In multi-instance learning, the training examples are bags composed of instances without labels, and the task is to predict the labels of unseen bags through analyzing the training...
106
Voted
DIS
2009
Springer
15 years 7 months ago
2009
Springer
Abstract. Group comparison per se is a fundamental task in many scientific endeavours but is also the basis of any classifier. Contrast sets and emerging patterns contrast betwee...
109
Voted
PR
2006
15 years 8 days ago
2006
The performance of many supervised and unsupervised learning algorithms is very sensitive to the choice of an appropriate distance metric. Previous work in metric learning and ada...
115
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ICRA
2008
IEEE
15 years 6 months ago
2008
IEEE
— This paper presents a novel human detection method based on a Bayesian fusion approach using laser range data and camera images. Laser range data analysis groups data points wi...