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APIN
2010
107views more  APIN 2010»
15 years 7 months ago
Extracting reduced logic programs from artificial neural networks
Artificial neural networks can be trained to perform excellently in many application areas. While they can learn from raw data to solve sophisticated recognition and analysis prob...
Jens Lehmann, Sebastian Bader, Pascal Hitzler
DATASCIENCE
2006
105views more  DATASCIENCE 2006»
15 years 7 months ago
Data publication in the open access initiative
The `Berlin Declaration' was published in 2003 as a guideline to policy makers to promote the Internet as a functional instrument for a global scientific knowledge base. Beca...
Jens Klump, Roland Bertelmann, Jan Brase, Michael ...
DKE
2007
95views more  DKE 2007»
15 years 7 months ago
Strategies for improving the modeling and interpretability of Bayesian networks
One of the main factors for the knowledge discovery success is related to the comprehensibility of the patterns discovered by applying data mining techniques. Amongst which we can...
Ádamo L. de Santana, Carlos Renato Lisboa F...
KES
2008
Springer
15 years 7 months ago
Application Study in Decision Support with Fuzzy Cognitive Map
Fuzzy cognitive map is an approach to knowledge representation and inference; it emphasizes the connections of concepts as basic units for storing knowledge, and the structure that...
Yue He
CVPR
2008
IEEE
16 years 9 months ago
A mobile vision system for robust multi-person tracking
We present a mobile vision system for multi-person tracking in busy environments. Specifically, the system integrates continuous visual odometry computation with tracking-bydetect...
Andreas Ess, Bastian Leibe, Konrad Schindler, Luc ...