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PKDD
2009
Springer
170views Data Mining» more  PKDD 2009»
16 years 1 months ago
Statistical Relational Learning with Formal Ontologies
Abstract. We propose a learning approach for integrating formal knowledge into statistical inference by exploiting ontologies as a semantically rich and fully formal representation...
Achim Rettinger, Matthias Nickles, Volker Tresp
IAT
2007
IEEE
16 years 1 months ago
Network Intrusion Detection by Means of Community of Trusting Agents
We apply advanced agent trust modeling techniques to identify malicious traffic in computer networks. Our work integrates four state-of-the-art techniques from anomaly detection,...
Martin Rehák, Michal Pechoucek, Karel Barto...
IPPS
2003
IEEE
16 years 2 days ago
Architectural Frameworks for MPP Systems on a Chip
Advances in fabrication techniques are now enabling new hybrid CPU/FPGA computing resources to be integrated onto a single chip. While these new hybrids promise significant perfor...
David L. Andrews, Douglas Niehaus
IADIS
2004
15 years 8 months ago
Implementing Cognitive Modellig in CS Education: Aligning Theory and Practice of Learning to Program
It can be argued that although computer science may seem one of the best researched areas, it could also be one of the worst taught. In this research we examine the residual probl...
Des Traynor, J. Gibson
NIPS
2004
15 years 8 months ago
Outlier Detection with One-class Kernel Fisher Discriminants
The problem of detecting "atypical objects" or "outliers" is one of the classical topics in (robust) statistics. Recently, it has been proposed to address this...
Volker Roth