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SDM
2010
SIAM
156views Data Mining» more  SDM 2010»
15 years 8 months ago
Co-selection of Features and Instances for Unsupervised Rare Category Analysis
Rare category analysis is of key importance both in theory and in practice. Previous research work focuses on supervised rare category analysis, such as rare category detection an...
Jingrui He, Jaime G. Carbonell
FIW
2007
123views Communications» more  FIW 2007»
15 years 8 months ago
Composing Features by Managing Inconsistent Requirements
Abstract. One approach to system development is to decompose the requirements into features and specify the individual features before composing them. A major limitation of deferri...
Robin C. Laney, Thein Than Tun, Michael Jackson, B...
IIWAS
2008
15 years 8 months ago
Using conditional transformations for semantic user interface adaptation
The rapid growth of mobile Internet use requires highly flexible and adaptable user interfaces for web applications. Contextual data from various sources as for example device HMI...
Pascal Bihler, Merlin Fotsing, Günter Kniesel...
190
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LKR
2008
15 years 8 months ago
Order Retrieval
Abstract. Extensive work has been done in recent years on automatically grouping words into categories. For example, {Wednesday, Monday, Tuesday} could be grouped into a `days of w...
Neil Rubens, Vera Sheinman, Takenobu Tokunaga, Mas...
NIPS
2008
15 years 7 months ago
Clustered Multi-Task Learning: A Convex Formulation
In multi-task learning several related tasks are considered simultaneously, with the hope that by an appropriate sharing of information across tasks, each task may benefit from th...
Laurent Jacob, Francis Bach, Jean-Philippe Vert