SOFTWARE DOWNLOAD

   Click HERE to see the complet  list of available files for download

RESEARCH GROUP

• Researchers:
• Fernando S. Osório
• Bernard Amy  (Lab. Leibniz - France)
• Loïc Decloedt (DEA France - Lab. Leibniz))
• Gerardo Reyes Salgado (DEA France - Lab. Leibniz)
• Rafael G. Jeffmann (HTML Project)
• Carla Barros (HTML Project)

RELATED PUBLICATIONS

• Ph.D. Thesis - Fernando Osório
  "INSS : Un Système Hybride Neuro-Symbolique pour l'Apprentissage Automatique Constructif"
  Laboratoire Leibniz - IMAG - INPG. Grenoble, France. 1998
  (alternative site)
  
  
• OSÓRIO, Fernando Santos, AMY, Bernard, CECHIN, Adelmo. 
  Hybrid Machine Learning Tools - INSS: A Neuro-Symbolic System for Constructive Machine Learning.
  FURUHASHI, T., TANO, S., JACOBSEN, H.-A. (Eds.) In: Deep fusion of computational and symbolic processing. Springer Verlag: Berlin, 2000, v.1, p.1-23. 
  
  
• OSÓRIO, Fernando Santos, AMY, Bernard. 
  INSS: A Hybrid System for Constructive Machine Learning. Neurocomputing, Elsevier Press. Netherlands, v.1999, n.28, p.191-205, 1999. 
  
  
• OSÓRIO, Fernando Santos, AMY, Bernard. 
  INSS - A Hybrid System for Constructive Machine Learning. NEURAP'98 – International Conference on Neural Applications. 1998,
  Marselha - França. p.369-376. 
  Download:     PDF File
  
  
• DECLOEDT, Loïc, OSÓRIO, Fernando Santos, AMY, Bernard. 
  Rule_Out Method: A New Approcah for Knowledge Explicitation from Trained ANN. 
  ANDREWS, Robert, DIEDERICH, Joachim. (Eds.) In: Rules and networks. Queensland University - Brisbane - Austrália, 1996, v.1, p.25-33. 
  Download:     Postcript Zipped      -    PDF File
  
  
• OSÓRIO, Fernando Santos, AMY, Bernard. 
  Aprendizado de Máquinas: Métodos para Inserção de Regras Simbólicas em Redes Neurais Artificiais Aplicados ao Controle em Robótiva Autônoma. 
  Revista SCIENTIA, Vol. 12, Nro. 1, p.1-20. Editora da Unisinos, Out. 2001. 
  Download:     PDF File      (Paper in Portuguese!)

 

WEB Links...

• Hybrid Systems (In: Softcomputing Guidebook - NUS / PRIS)
• HMLT Project (Hybrid Machine Learning Tools)