Output details
11 - Computer Science and Informatics
University of Birmingham
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Output 0 of 0 in the submission
Article title
Visualization of Tree-Structured Data Through Generative Topographic Mapping
Type
D - Journal article
Title of journal
IEEE Transactions on Neural Networks
Article number
-
Volume number
19
Issue number
8
First page of article
1468
ISSN of journal
1045-9227
Year of publication
2008
URL
-
Number of additional authors
1
Additional information
<24>Topographic mappings of structured data have been often performed in an ad-hoc manner. The paper offers a principled and rigorous framework for constructing such mappings. The paper constituted basis for a direct follow-up work by the group in Italy lead by Prof. A. Sperduti, University of Padova - one of the leading experts on neural-based learning from structured data. So far, two journal papers in IEEE Transactions on Neural Networks and Learning Systems - one of the leading journals of the field: vol. 23, no. 12, pp. 1987, 2002; vol. 24, no. 2, pp. 231 - 247, 2013.
Interdisciplinary
-
Cross-referral requested
-
Research group
B - Natural Computation
Citation count
13
Proposed double-weighted
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-
