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» Isomorphic Fuzzy Sets and Fuzzy Approximation Space
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NN
1998
Springer
148views Neural Networks» more  NN 1998»
13 years 7 months ago
ARTMAP-IC and medical diagnosis: Instance counting and inconsistent cases
For complex database prediction problems such as medical diagnosis, the ARTMAP-IC neural network adds distributed prediction and category instance counting to the basic fuzzy ARTM...
Gail A. Carpenter, Natalya Markuzon
PODS
2012
ACM
281views Database» more  PODS 2012»
11 years 9 months ago
Mergeable summaries
We study the mergeability of data summaries. Informally speaking, mergeability requires that, given two summaries on two data sets, there is a way to merge the two summaries into ...
Pankaj K. Agarwal, Graham Cormode, Zengfeng Huang,...
EH
2000
IEEE
156views Hardware» more  EH 2000»
13 years 11 months ago
Evolution of Analog Circuits on Field Programmable Transistor Arrays
Evolvable Hardware (EHW) refers to HW design and selfreconfiguration using evolutionary/genetic mechanisms. The paper presents an overview of some key concepts of EHW, describing ...
Adrian Stoica, Didier Keymeulen, Ricardo Salem Zeb...
IJIT
2004
13 years 8 months ago
Mobile Robot Navigation Using Local Model Networks
Developing techniques for mobile robot navigation constitutes one of the major trends in the current research on mobile robotics. This paper develops a local model network (LMN) fo...
Hamdi A. Awad, Mohamed A. Al-Zorkany
NN
2006
Springer
163views Neural Networks» more  NN 2006»
13 years 7 months ago
Machine learning approaches for estimation of prediction interval for the model output
A novel method for estimating prediction uncertainty using machine learning techniques is presented. Uncertainty is expressed in the form of the two quantiles (constituting the pr...
Durga L. Shrestha, Dimitri P. Solomatine