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AUSAI
2005
Springer
16 years 8 days ago
Conditioning Graphs: Practical Structures for Inference in Bayesian Networks
Abstract. Programmers employing inference in Bayesian networks typically rely on the inclusion of the model as well as an inference engine into their application. Sophisticated inf...
Kevin Grant, Michael C. Horsch
CRYPTO
2005
Springer
103views Cryptology» more  CRYPTO 2005»
16 years 7 days ago
Pebbling and Proofs of Work
We investigate methods for providing easy-to-check proofs of computational effort. Originally intended for discouraging spam, the concept has wide applicability as a method for co...
Cynthia Dwork, Moni Naor, Hoeteck Wee
ICES
2005
Springer
138views Hardware» more  ICES 2005»
16 years 7 days ago
A Flexible On-Chip Evolution System Implemented on a Xilinx Virtex-II Pro Device
Abstract. There have been introduced a number of systems with evolvable hardware on a single chip. To overcome the lack of flexibility in these systems, we propose a single-chip e...
Kyrre Glette, Jim Torresen
MCS
2005
Springer
16 years 6 days ago
Cluster-Based Cumulative Ensembles
Abstract. In this paper, we propose a cluster-based cumulative representation for cluster ensembles. Cluster labels are mapped to incrementally accumulated clusters, and a matching...
Hanan Ayad, Mohamed S. Kamel
184
Voted
PKDD
2005
Springer
142views Data Mining» more  PKDD 2005»
16 years 6 days ago
Speeding Up Logistic Model Tree Induction
Logistic Model Trees have been shown to be very accurate and compact classifiers [8]. Their greatest disadvantage is the computational complexity of inducing the logistic regressi...
Marc Sumner, Eibe Frank, Mark A. Hall