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JMLR
2002
157views more  JMLR 2002»
13 years 7 months ago
Cluster Ensembles --- A Knowledge Reuse Framework for Combining Multiple Partitions
This paper introduces the problem of combining multiple partitionings of a set of objects into a single consolidated clustering without accessing the features or algorithms that d...
Alexander Strehl, Joydeep Ghosh
SIGMETRICS
2002
ACM
13 years 7 months ago
Full-system timing-first simulation
Computer system designers often evaluate future design alternatives with detailed simulators that strive for functional fidelity (to execute relevant workloads) and performance fi...
Carl J. Mauer, Mark D. Hill, David A. Wood
TSE
1998
116views more  TSE 1998»
13 years 7 months ago
A Framework-Based Approach to the Development of Network-Aware Applications
— Modern networks provide a QoS (quality of service) model to go beyond best-effort services, but current QoS models are oriented towards low-level network parameters (e.g., band...
Jürg Bolliger, Thomas R. Gross
TSMC
2002
112views more  TSMC 2002»
13 years 7 months ago
An efficient algorithm for automatically generating multivariable fuzzy systems by Fourier series method
By exploiting the Fourier series expansion, we have developed a new constructive method of automatically generating a multivariable fuzzy inference system from any given sample set...
Liang Chen, Naoyuki Tokuda
NECO
2007
129views more  NECO 2007»
13 years 6 months ago
Variational Bayes Solution of Linear Neural Networks and Its Generalization Performance
It is well-known that, in unidentifiable models, the Bayes estimation provides much better generalization performance than the maximum likelihood (ML) estimation. However, its ac...
Shinichi Nakajima, Sumio Watanabe
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