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SLSFS
2005
Springer
16 years 10 days ago
Generalization Bounds for Subspace Selection and Hyperbolic PCA
We present a method which uses example pairs of equal or unequal class labels to select a subspace with near optimal metric properties in a kernel-induced Hilbert space. A represen...
Andreas Maurer
VLDB
2005
ACM
86views Database» more  VLDB 2005»
16 years 10 days ago
One-Pass Wavelet Synopses for Maximum-Error Metrics
We study the problem of computing waveletbased synopses for massive data sets in static and streaming environments. A compact representation of a data set is obtained after a thre...
Panagiotis Karras, Nikos Mamoulis
SIGIR
2004
ACM
16 years 9 days ago
The document as an ergodic markov chain
In recent years, statistical language models are being proposed as alternative to the vector space model. Viewing documents as language samples introduces the issue of defining a...
Eduard Hoenkamp, Dawei Song
ACRI
2004
Springer
16 years 8 days ago
Applying Cell-DEVS in 3D Free-Form Shape Modeling
Modeling free-form shapes in 3D spaces based on strict physical laws require a considerable amount of computation time. Previous experiences with Cellular Automata demonstrated sub...
Pengfei Wu, Xiuping Wu, Gabriel A. Wainer
CW
2003
IEEE
16 years 5 days ago
Webspace Surfing Patterns and Their Impact on Web Prefetching
The paper presents an interesting study that how the user surfing behavior with respect to the organization of a web space affects the performance of a prefetch enabled proxy. We ...
Javed I. Khan, Qingping Tao