Perspectives of Neural-Symbolic Integration 2007

• Craig Saunders, Anthony Demco:
  Kernels for Strings and Graphs. 7-22
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• Fabrizio Costa, Sauro Menchetti, Paolo Frasconi:
  Comparing Sequence Classification Algorithms for Protein Subcellular Localization. 23-48
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• Tayfun Gürel, Luc De Raedt, Stefan Rotter:
  Mining Structure-Activity Relations in Biological Neural Networks using NeuronRank. 49-65
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• Barbara Hammer, Alessio Micheli, Alessandro Sperduti:
  Adaptive Contextual Processing of Structured Data by Recursive Neural Networks: A Survey of Computational Properties. 67-94
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• Peter Tino, Barbara Hammer, Mikael Bodén:
  Markovian Bias of Neural-based Architectures With Feedback Connections. 95-133
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• Guilherme A. Barreto:
  Time Series Prediction with the Self-Organizing Map: A Review. 135-158
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• Helge Ritter, Robert Haschke, Jochen J. Steil:
  A Dual Interaction Perspective for Robot Cognition: Grasping as a "Rosetta Stone". 159-178
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• Lokendra Shastri:
  SHRUTI: A Neurally Motivated Architecture for Rapid, Scalable Inference. 183-203
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• Sebastian Bader, Pascal Hitzler, Steffen Hölldobler, Andreas Witzel:
  The Core Method: Connectionist Model Generation for First-Order Logic Programs. 205-232
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• Helmar Gust, Kai-Uwe Kühnberger, Peter Geibel:
  Learning Models of Predicate Logical Theories with Neural Networks Based on Topos Theory. 233-264
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• Artur S. d'Avila Garcez:
  Advances in Neural-Symbolic Learning Systems: Modal and Temporal Reasoning. 265-282
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• Ekaterina Komendantskaya, Máire Lane, Anthony Karel Seda:
  Connectionist Representation of Multi-Valued Logic Programs. 283-313
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