[CEUR Workshop Proceedings] Vol-230

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Neural-Symbolic Learning and Reasoning
3rd International Workshop

Proceedings of the 3rd International Workshop on Neural-Symbolic Learning and Reasoning, NeSy'07, held at IJCAI-07, Hyderabad, India, January 8, 2007.

Edited by

Artur S. d'Avila Garcez *
Pascal Hitzler #
Guglielmo Tamburrini +

* City University London, UK
# AIFB, Universität Karlsruhe (TH), Germany
+ Università di Napoli, Italy

Table of Contents

  1. Editorial
    Artur S. d'Avila Garcez, Pascal Hitzler, Guglielmo Tamburrini
  2. A neural architecture for reasoning, decision-making, and episiodic memory: Taking a cue from the brain (abstract of invited talk)
    Lokendra Shastri
  3. Statistical Relational Learning - A Logical Approach (abstract of invited talk)
    Luc de Raedt
  4. Extracting Propositional Rules from Feed-forward Neural Networks - A New Decompositional Approach
    Sebastian Bader, Steffen Hölldobler, Valentin Mayer-Eichberger
  5. Towards reasoning about the past in neural-symbolic systems
    Rafael V. Borges, Luis C. Lamb, Artur S. d'Avila Garcez
  6. HCP with PSMA: A Robust Spoken Language Parser
    Monirul Hasan, Venkatesh Manian, Christel Kemke
  7. Integration of Hybrid Bio-Ontologies using Bayesian Networks for Knowledge Discovery
    Ken McGarry, Sheila Garfield, Nick Morris, Stefan Wermter
  8. Using Neural Network Models to Model Cerebral Hemispheric Differences in Processing Ambiguous Words
    Orna Peleg, Zohar Eviatar, Larry Manevitz, Hananel Hazan
  9. A Cortex-Inspired Neural-Symbolic Network for Knowledge Representation
    Florian Röhrbein, Julian Eggert, Edgar Körner
  10. Encoding Closure Operators into Neural Networks
    Sebastian Rudolph
  11. A Bayesian Computational Cognitive Model
    Zhiwei Shi, Hong Hu, Zhongzhi Shi

submitted by P. Hitzler, 15-Jan-2007
published on CEUR-WS.org, 16-Jan-2007