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TIP
2002
126views more  TIP 2002»
13 years 9 months ago
A generic approach to simultaneous tracking and verification in video
In this paper, a generic approach to simultaneous tracking and verification in video data is presented. The approach is based on posterior density estimation using sequential Monte...
Baoxin Li, Rama Chellappa
ALT
2009
Springer
14 years 6 months ago
Learning Unknown Graphs
Motivated by a problem of targeted advertising in social networks, we introduce and study a new model of online learning on labeled graphs where the graph is initially unknown and...
Nicolò Cesa-Bianchi, Claudio Gentile, Fabio...
WEBI
2009
Springer
14 years 4 months ago
Deriving Customized Integrated Web Query Interfaces
— Given a set of query interfaces from providers in the same domain (e.g., car rental), the goal is to build automatically an integrated interface that makes the access to indivi...
Eduard Constantin Dragut, Fang Fang, Clement T. Yu...
ICDM
2006
IEEE
182views Data Mining» more  ICDM 2006»
14 years 4 months ago
Active Learning to Maximize Area Under the ROC Curve
In active learning, a machine learning algorithm is given an unlabeled set of examples U, and is allowed to request labels for a relatively small subset of U to use for training. ...
Matt Culver, Kun Deng, Stephen D. Scott
GECCO
2004
Springer
14 years 3 months ago
Improving the Locality Properties of Binary Representations
Abstract. Choosing representations and operators that preserve locality between genotype and phenotype space is an important goal in EA design. In the GA literature there has been ...
Adrian Grajdeanu, Kenneth A. De Jong