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SDM
2007
SIAM
162views Data Mining» more  SDM 2007»
13 years 10 months ago
Probabilistic Joint Feature Selection for Multi-task Learning
We study the joint feature selection problem when learning multiple related classification or regression tasks. By imposing an automatic relevance determination prior on the hypo...
Tao Xiong, Jinbo Bi, R. Bharat Rao, Vladimir Cherk...
CASCON
2004
129views Education» more  CASCON 2004»
13 years 10 months ago
Practical language-independent detection of near-miss clones
Previous research shows that most software systems contain significant amounts of duplicated, or cloned, code. Some clones are exact duplicates of each other, while others differ ...
James R. Cordy, Thomas R. Dean, Nikita Synytskyy
DAGSTUHL
2004
13 years 10 months ago
Information-Based Nonlinear Approximation: An Average Case Setting
Nonlinear approximation has usually been studied under deterministic assumptions and complete information about the underlying functions. In the present paper we assume only partia...
Leszek Plaskota
DICTA
2003
13 years 10 months ago
Unsupervised Segmentation of Moving MPEG Blocks Based on Classification of Temporal Information
Most codecs such as MPEG-1,2 are based on processing pixels in predetermined tiles of square blocks. The processing of each block is independent of the object-based contents that m...
Ofer Miller, Amir Averbuch, Yosi Keller
OMER
2001
13 years 10 months ago
Towards Service-Based Flexible Production Control Systems and their Modular Modeling and Simulation
Abstract: Modeling of modern production plants often requires that the system provides means to cope with frequent changes in topology and equipment and can easily be adapted to ne...
Holger Giese, Ulrich Nickel