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UAI
1998
13 years 10 months ago
A Multivariate Discretization Method for Learning Bayesian Networks from Mixed Data
In this paper we address the problem of discretization in the context of learning Bayesian networks (BNs) from data containing both continuous and discrete variables. We describe ...
Stefano Monti, Gregory F. Cooper
NIPS
1994
13 years 10 months ago
Active Learning with Statistical Models
For many types of machine learning algorithms, one can compute the statistically optimal" way to select training data. In this paper, we review how optimal data selection tec...
David A. Cohn, Zoubin Ghahramani, Michael I. Jorda...
AAAI
2011
12 years 9 months ago
Coordinated Multi-Agent Reinforcement Learning in Networked Distributed POMDPs
In many multi-agent applications such as distributed sensor nets, a network of agents act collaboratively under uncertainty and local interactions. Networked Distributed POMDP (ND...
Chongjie Zhang, Victor R. Lesser
SRDS
2007
IEEE
14 years 3 months ago
RandSys: Thwarting Code Injection Attacks with System Service Interface Randomization
Code injection attacks are a top threat to today’s Internet. With zero-day attacks on the rise, randomization techniques have been introduced to diversify software and operation...
Xuxian Jiang, Helen J. Wang, Dongyan Xu, Yi-Min Wa...
IAJIT
2010
193views more  IAJIT 2010»
13 years 7 months ago
Performance of OCDMA Systems Using Random Diagonal Code for Different Decoders Architecture Schemes
: In this paper, new code families are constructed for spectral-amplitude coding optical code division multiple access, called random diagonal code for spectral amplitude coding op...
Hilal Adnan Fadhil, Syed Alwee Aljunid, Badlished ...