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CIVR
2008
Springer
245views Image Analysis» more  CIVR 2008»
15 years 1 months ago
Probabilistic optimized ranking for multimedia semantic concept detection via RVM
We present a probabilistic ranking-driven classifier for the detection of video semantic concept, such as airplane, building, etc. Most existing concept detection systems utilize ...
Yantao Zheng, Shi-Yong Neo, Tat-Seng Chua, Qi Tian
COLT
2008
Springer
15 years 1 months ago
An Information Theoretic Framework for Multi-view Learning
In the multi-view learning paradigm, the input variable is partitioned into two different views X1 and X2 and there is a target variable Y of interest. The underlying assumption i...
Karthik Sridharan, Sham M. Kakade
COLT
2008
Springer
15 years 1 months ago
On the Margin Explanation of Boosting Algorithms
Much attention has been paid to the theoretical explanation of the empirical success of AdaBoost. The most influential work is the margin theory, which is essentially an upper bou...
Liwei Wang, Masashi Sugiyama, Cheng Yang, Zhi-Hua ...
CSCW
2008
ACM
15 years 1 months ago
Understanding the implications of social translucence for systems supporting communication at work
In this paper we describe a study that explored the implications of the Social Translucence framework for designing systems that support communications at work. Two systems design...
Agnieszka Matysiak Szóstek, Evangelos Karap...
DSVIS
2008
Springer
15 years 1 months ago
Multi-fidelity User Interface Specifications
Specifying user interfaces consists in a fundamental activity in the user interface development life cycle as it informs the subsequent steps. Good quality specifications could lea...
Thomas Memmel, Jean Vanderdonckt, Harald Reiterer