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IEEE Transactions on Knowledge and Data Engineering
March/April 2001 (vol. 13 no. 2)
ISSN: 1041-4347
Table of Contents
SPECIAL SECTON ON CONNECTIONIST MODELS FOR LEARNING IN STRUCTURED DOMAINS
Guest Editors' Introduction: Special Section on Connectionist Models for Learning in Structured Domains
(Abstract)
Paolo Frasconi
Marco Gori
Alessandro Sperduti
pp. 145-147
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Simple Strategies to Encode Tree Automata in Sigmoid Recursive Neural Networks
(Abstract)
Rafael C. Carrasco
Mikel L. Forcada
pp. 148-156
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Integrating Linguistic Primitives in Learning Context-Dependent Representation
(Abstract)
Samuel W.K. Chan
pp. 157-175
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Symbolic vs. Connectionist Learning: An Experimental Comparison in a Structured Domain
(Abstract)
Pasquale Foggia
Roberto Genna
Mario Vento
pp. 176-195
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Generalization Ability of Folding Networks
(Abstract)
Barbara Hammer
pp. 196-206
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Hierarchical Growing Cell Structures: TreeGCS
(Abstract)
Victoria J. Hodge
Jim Austin
pp. 207-218
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Incremental Syntactic Parsing of Natural Language Corpora with Simple Synchrony Networks
(Abstract)
Peter C.R. Lane
James B. Henderson
pp. 219-231
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Learning Distributed Representations of Concepts Using Linear Relational Embedding
(Abstract)
Alberto Paccanaro
Geoffrey E. Hinton
pp. 232-244
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Clustering and Classification in Structured Data Domains Using Fuzzy Lattice Neurocomputing (FLN)
(Abstract)
Vassilios Petridis
Vassilis G. Kaburlasos
pp. 245-260
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Representation and Processing of Structures with Binary Sparse Distributed Codes
(Abstract)
Dmitri A. Rachkovskij
pp. 261-276
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REGULAR PAPERS
Global Viewing of Heterogeneous Data Sources
(Abstract)
Silvana Castano
Valeria De Antonellis
Sabrina De Capitani di Vimercati
pp. 277-297
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Optimizing Large Join Queries Using A Graph-Based Approach
(Abstract)
Chiang Lee
Chi-Sheng Shih
Yaw-Huei Chen
pp. 298-315
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Hyperlog: A Graph-Based System for Database Browsing, Querying, and Update
(Abstract)
Alexandra Poulovassilis
Stefan G. Hild
pp. 316-333
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ERRATUM
Correction to 'MPGS: An Interactive Tool for the Specification and Generation of Multimedia Presentations'
(Abstract)
Elisa Bertino
Elena Ferrari
Marco Stolf
pp. 334
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