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1996 International Workshop on Neural Networks for Identification, Control, Robotics, and Signal/Image Processing (NICROSP '96)
Looking for Analogies in Structural Safety Management through Connectionist Associative Memories
Venice, ITALY
August 21-August 23
ISBN: 0-8186-7456-3
ASCII Text
x 
 
M. Lazzari, P. Salvaneschi, L. Brembilla, "Looking for Analogies in Structural Safety Management through Connectionist Associative Memories," Neural Networks for Identification, Control, and Robotics, International Workshop, pp. 0392, 1996 International Workshop on Neural Networks for Identification, Control, Robotics, and Signal/Image Processing (NICROSP '96), 1996.
 
 
BibTex
x
 
@article{ 10.1109/NICRSP.1996.542783,
author = {M. Lazzari and P. Salvaneschi and L. Brembilla},
title = {Looking for Analogies in Structural Safety Management through Connectionist Associative Memories},
journal ={Neural Networks for Identification, Control, and Robotics, International Workshop},
volume = {0},
year = {1996},
isbn = {0-8186-7456-3},
pages = {0392},
doi = {http://doi.ieeecomputersociety.org/10.1109/NICRSP.1996.542783},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Neural Networks for Identification, Control, and Robotics, International Workshop
TI - Looking for Analogies in Structural Safety Management through Connectionist Associative Memories
SN - 0-8186-7456-3
SP
EP
A1 - M. Lazzari,
A1 - P. Salvaneschi,
A1 - L. Brembilla,
PY - 1996
KW - structural engineering computing; content-addressable storage; associative processing; neural nets; knowledge based systems; query processing; data structures; case-based reasoning; safety; structural safety management; connectionist associative memories; analogical reasoning; retrieve; case base; safety management; Greene associative memory; complex data structure; compositional algorithm; structured keywords; knowledge based system; dam
VL - 0
JA - Neural Networks for Identification, Control, and Robotics, International Workshop
ER -
 
M. Lazzari, ISMES, Italy
P. Salvaneschi, ISMES, Italy
L. Brembilla, ISMES, Italy
Abstract: This paper describes the first successful achievements of an experimental application of connectionist hashed associative memories for realising analogical reasoning. The application field is the management of structural safety, where analogical reasoning is used to retrieve, given the qualitative description of the state of a structure, the closest-matching cases stored in a case base, which can help safety managers to interpret the current situation. This work extends the use of Greene's associative memories by proposing a complex data structure and a compositional algorithm which is able to access the case base through structured keywords.
Index Terms:
structural engineering computing; content-addressable storage; associative processing; neural nets; knowledge based systems; query processing; data structures; case-based reasoning; safety; structural safety management; connectionist associative memories; analogical reasoning; retrieve; case base; safety management; Greene associative memory; complex data structure; compositional algorithm; structured keywords; knowledge based system; dam
Citation:
M. Lazzari, P. Salvaneschi, L. Brembilla, "Looking for Analogies in Structural Safety Management through Connectionist Associative Memories," nicrosp, pp.0392, 1996 International Workshop on Neural Networks for Identification, Control, Robotics, and Signal/Image Processing (NICROSP '96), 1996
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