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DICTA
2003
15 years 8 months ago
Learning Semantic Concepts from Visual Data Using Neural Networks
For content-based image retrieval techniques, query image is used to pick up and rank some relevant images from a database using some certain similarity metric. If semantic feature...
Xiaohang Ma, Dianhui Wang
ICML
2010
IEEE
15 years 7 months ago
Active Risk Estimation
We address the problem of evaluating the risk of a given model accurately at minimal labeling costs. This problem occurs in situations in which risk estimates cannot be obtained f...
Christoph Sawade, Niels Landwehr, Steffen Bickel, ...
CORR
2010
Springer
105views Education» more  CORR 2010»
15 years 6 months ago
Human Speed-Accuracy Tradeoffs in Search
When foraging for information, users face a tradeoff between the accuracy and value of the acquired information and the time spent collecting it, a problem which also surfaces whe...
Christina Aperjis, Bernardo A. Huberman, Fang Wu
CORR
2010
Springer
157views Education» more  CORR 2010»
15 years 6 months ago
Efficient Clustering with Limited Distance Information
Given a point set S and an unknown metric d on S, we study the problem of efficiently partitioning S into k clusters while querying few distances between the points. In our model ...
Konstantin Voevodski, Maria-Florina Balcan, Heiko ...
IJMC
2008
70views more  IJMC 2008»
15 years 6 months ago
Applying the theory of task-technology fit to mobile technology: the role of user mobility
In this paper, we apply the theory of task technology fit to mobile technology, focusing specifi-cally on the role of user mobility. We describe the results of an empirical study ...
Judith Gebauer, Ya Tang