Sciweavers

CCS
2008
ACM
13 years 7 months ago
A class of probabilistic models for role engineering
Role Engineering is a security-critical task for systems using role-based access control (RBAC). Different role-mining approaches have been proposed that attempt to automatically ...
Mario Frank, David A. Basin, Joachim M. Buhmann
AAAI
2008
13 years 7 months ago
Learning and Inference with Constraints
Probabilistic modeling has been a dominant approach in Machine Learning research. As the field evolves, the problems of interest become increasingly challenging and complex. Makin...
Ming-Wei Chang, Lev-Arie Ratinov, Nicholas Rizzolo...
CEC
2003
IEEE
13 years 8 months ago
Playing in continuous spaces: some analysis and extension of population-based incremental learning
- As an alternative to traditional Evolutionary Algorithms (EAs), Population-Based Incremental Learning (PBIL) maintains a probabilistic model of the best individual(s). Originally...
Bo Yuan, Marcus Gallagher
CMSB
2006
Springer
13 years 8 months ago
Probabilistic Model Checking of Complex Biological Pathways
Abstract. Probabilistic model checking is a formal verification technique that has been successfully applied to the analysis of systems from a broad range of domains, including sec...
John Heath, Marta Z. Kwiatkowska, Gethin Norman, D...
CAV
2006
Springer
132views Hardware» more  CAV 2006»
13 years 8 months ago
Symmetry Reduction for Probabilistic Model Checking
We present an approach for applying symmetry reduction techniques to probabilistic model checking, a formal verification method for the quantitative analysis of systems with stocha...
Marta Z. Kwiatkowska, Gethin Norman, David Parker
KDD
1998
ACM
101views Data Mining» more  KDD 1998»
13 years 9 months ago
Probabilistic Modeling for Information Retrieval with Unsupervised Training Data
We apply a well-known Bayesian probabilistic model to textual information retrieval: the classification of documents based on their relevance to a query. This model was previously...
Ernest P. Chan, Santiago Garcia, Salim Roukos
ESEC
1999
Springer
13 years 9 months ago
A Probabilistic Model for Software Projects
A probabilistic model for software development projects is constructed. The model can be applied to compute an estimate for the development time of a project. The chances of succee...
Frank Padberg
ARTS
1999
Springer
13 years 9 months ago
ProbVerus: Probabilistic Symbolic Model Checking
Model checking can tell us whether a system is correct; probabilistic model checking can also tell us whether a system is timely and reliable. Moreover, probabilistic model checkin...
Vicky Hartonas-Garmhausen, Sérgio Vale Agui...
SSS
2009
Springer
128views Control Systems» more  SSS 2009»
13 years 9 months ago
Dependability Engineering of Silent Self-stabilizing Systems
Self-stabilization is an elegant way of realizing non-masking fault-tolerant systems. Sustained research over last decades has produced multiple self-stabilizing algorithms for man...
Abhishek Dhama, Oliver E. Theel, Pepijn Crouzen, H...
ACIIDS
2010
IEEE
204views Database» more  ACIIDS 2010»
13 years 10 months ago
An Unsupervised Learning and Statistical Approach for Vietnamese Word Recognition and Segmentation
There are two main topics in this paper: (i) Vietnamese words are recognized and sentences are segmented into words by using probabilistic models; (ii) the optimum probabilistic mo...
Hieu Le Trung, Vu Le Anh, Kien Le Trung