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# NeSy'07
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