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IFSA
2007
Springer
102views Fuzzy Logic» more  IFSA 2007»
15 years 3 months ago
Strict Generalization in Multilayered Perceptron Networks
Typically the response of a multilayered perceptron (MLP) network on points which are far away from the boundary of its training data is not very reliable. When test data points ar...
Debrup Chakraborty, Nikhil R. Pal
CVPR
2007
IEEE
15 years 11 months ago
The Hierarchical Isometric Self-Organizing Map for Manifold Representation
We present an algorithm, Hierarchical ISOmetric SelfOrganizing Map (H-ISOSOM), for a concise, organized manifold representation of complex, non-linear, large scale, high-dimension...
Haiying Guan, Matthew Turk
AIME
2007
Springer
15 years 4 months ago
Using Semantic Web Technologies for Knowledge-Driven Querying of Biomedical Data
Software applications that work with biomedical data have significant knowledge-management requirements. Formal knowledge models and knowledge-based methods can be very useful in m...
Martin J. O'Connor, Ravi Shankar, Samson W. Tu, Cs...
CRV
2005
IEEE
225views Robotics» more  CRV 2005»
15 years 3 months ago
Distributed Multi-Robot Exploration and Mapping
— Efficient exploration of unknown environments is a fundamental problem in mobile robotics. In this paper we present an approach to distributed multi-robot mapping and explorat...
Dieter Fox
WISE
2007
Springer
15 years 4 months ago
Mapping Metadata for SWHi: Aligning Schemas with Library Metadata for a Historical Ontology
What are the possibilities of Semantic Web technologies for organizations which traditionally have lots of structured data, such as metadata, available? A library is such a particu...
Junte Zhang, Ismail Fahmi, Henk Ellermann, Gosse B...