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KDD
2008
ACM
174views Data Mining» more  KDD 2008»
16 years 6 months ago
Effective label acquisition for collective classification
Information diffusion, viral marketing, and collective classification all attempt to model and exploit the relationships in a network to make inferences about the labels of nodes....
Mustafa Bilgic, Lise Getoor
VLDB
2005
ACM
136views Database» more  VLDB 2005»
15 years 11 months ago
On k-Anonymity and the Curse of Dimensionality
In recent years, the wide availability of personal data has made the problem of privacy preserving data mining an important one. A number of methods have recently been proposed fo...
Charu C. Aggarwal
SIGECOM
2003
ACM
141views ECommerce» more  SIGECOM 2003»
15 years 11 months ago
Automated mechanism design for a self-interested designer
Often, an outcome must be chosen on the basis of the preferences reported by a group of agents. The key difficulty is that the agents may report their preferences insincerely to m...
Vincent Conitzer, Tuomas Sandholm
DIS
1999
Springer
15 years 10 months ago
The Melting Pot of Automated Discovery: Principles for a New Science
After two decades of research on automated discovery, many principles are shaping up as a foundation of discovery science. In this paper we view discovery science as automation of ...
Jan M. Zytkow
EMSOFT
2006
Springer
15 years 9 months ago
Analysis of the zeroconf protocol using UPPAAL
We report on a case study in which the model checker Uppaal is used to formally model parts of Zeroconf, a protocol for dynamic configuration of IPv4 link-local addresses that has...
Biniam Gebremichael, Frits W. Vaandrager, Miaomiao...