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» Probabilistic models for pattern statistics
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121
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PKDD
2005
Springer
110views Data Mining» more  PKDD 2005»
15 years 9 months ago
k-Anonymous Patterns
It is generally believed that data mining results do not violate the anonymity of the individuals recorded in the source database. In fact, data mining models and patterns, in orde...
Maurizio Atzori, Francesco Bonchi, Fosca Giannotti...
127
Voted
FOSSACS
2005
Springer
15 years 9 months ago
Branching Cells as Local States for Event Structures and Nets: Probabilistic Applications
We study the concept of choice for true concurrency models such as prime event structures and safe Petri nets. We propose a dynamic variation of the notion of cluster previously in...
Samy Abbes, Albert Benveniste
129
Voted
AAAI
2010
15 years 5 months ago
Efficient Lifting for Online Probabilistic Inference
Lifting can greatly reduce the cost of inference on firstorder probabilistic graphical models, but constructing the lifted network can itself be quite costly. In online applicatio...
Aniruddh Nath, Pedro Domingos
CCS
2009
ACM
15 years 10 months ago
A probabilistic approach to hybrid role mining
Role mining algorithms address an important access control problem: configuring a role-based access control system. Given a direct assignment of users to permissions, role mining...
Mario Frank, Andreas P. Streich, David A. Basin, J...
101
Voted
ICPADS
2005
IEEE
15 years 9 months ago
A Hint-Based Probabilistic Protocol for Unicast Communications in MANETs
Point-to-point transmissions represent a fundamental primitive in any communication network. Despite many proave appeared in the literature, providing an efficient implementation ...
Roberto Beraldi, Leonardo Querzoni, Roberto Baldon...