[CEUR Workshop Proceedings] Vol-366

Copyright © 2008 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. Re-publication of material from this volume requires permission by the copyright owners.

Neural-Symbolic Learning and Reasoning

Proceedings of the Fourth International Workshop on Neural-Symbolic Learning and Reasoning

Patras, Greece, July 21, 2008.

Edited by

Artur D'Avila Garcez *
Pascal Hitzler **

* City University London, UK
** AIFB, University of Karlsruhe (TH), Germany

Table of Contents


  1. Modeling Reasoning Mechanisms by Neural-Symbolic Learning
    Kai-Uwe Kühnberger
  2. Unification by Error-Correction
    Ekaterina Komendantskaya
  3. The Reusable Symbol Problem (Position Paper)
    Matthew Cook
  4. Symbolic Computing with Incremental Mind-maps to Manage and Mine Data Streams - Some Applications
    Claudine Brucks, Michael Hilker, Christoph Schommer, Cynthia Wagner, Ralph Weires
  5. Guiding Backprop by Inserting Rules
    Sebastian Bader, Steffen Hölldobler, Nuno C. Marques
  6. Hybrid Classification and Symbolic-Like Manipulation Using Self-Regulatory Feedback Networks
    Tsvi Achler, Eyal Amir

1-Jul-2008: submitted by Pascal Hitzler
2-Jul-2008: published on CEUR-WS.org