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ICWE
2007
Springer
15 years 9 months ago
The Use of a Bayesian Network for Web Effort Estimation
The objective of this paper is to describe the use of a probabilistic approach to Web effort estimation by means of a Bayesian Network. A Bayesian Network is a model that embodies ...
Emilia Mendes
108
Voted
NSDI
2007
15 years 6 months ago
X-Trace: A Pervasive Network Tracing Framework
Modern Internet systems often combine different applications (e.g., DNS, web, and database), span different administrative domains, and function in the context of network mechanis...
Rodrigo Fonseca, George Porter, Randy H. Katz, Sco...
152
Voted
ICGA
1993
145views Optimization» more  ICGA 1993»
15 years 4 months ago
Genetic Programming of Minimal Neural Nets Using Occam's Razor
A genetic programming method is investigated for optimizing both the architecture and the connection weights of multilayer feedforward neural networks. The genotype of each networ...
Byoung-Tak Zhang, Heinz Mühlenbein
120
Voted
GCC
2003
Springer
15 years 8 months ago
P2P Overlay Networks of Constant Degree
This paper proposes an abstract and generic topological model that captures the essence of P2P architecture. Such model should in return facilitate the exploitation of the new desi...
Guihai Chen, Cheng-Zhong Xu, Haiying Shen, Daoxu C...
130
Voted
AI
2007
Springer
15 years 9 months ago
Improving Importance Sampling by Adaptive Split-Rejection Control in Bayesian Networks
Importance sampling-based algorithms are a popular alternative when Bayesian network models are too large or too complex for exact algorithms. However, importance sampling is sensi...
Changhe Yuan, Marek J. Druzdzel