A WEB-BASED ARCHITECTURE FOR INDUCTIVE LOGIC PROGRAMMING IN BIOLOGY

Andrei Doncescu, Katsumi Inoue, Muhammad Farmer, Gilles Richard

Abstract

In this paper, we present a current cooperative work involving different institutes around the world. Our aim is to provide an online Inductive Logic Programming tool. This is the first step in a more complete structure for enabling e-technology for machine learning and bio-informatics. We describe the main architecture of the project and how the data will be formatted for being sent to the ILP machinery. We focus on a biological application (yeast fermentation process) due to its importance for high added value end products.

References

  1. Farmer M., Zakariya M,.2004 : Enabling e-Technology for bio-informatics. In: UK-Japan High Technology Industry Forum, London.
  2. Inoue, K. 2004, Induction as Consequence Finding. In: Machine Learning, 55(2):109-135.
  3. Inoue, K., Saito, H.2004: Circumscription Policies for Induction. In: Proceedings of 14th Conf. on Inductive Logic Programming, LNAI 3194, pp.164-179, Springer.
  4. Serrurier M, Prade D, Richard G.2004: A simulated annealing framework for ILP. In: Proceedings of 14th Conf. on Inductive Logic Programming, LNAI 3194, pp.288-304, Springer, September 2004.
  5. Manyri L., Doncescu A., Benchaban F., Urribelarea J.L. 2005 : Parallel Differential Evolutionary Algorithms for Parameters Estimation in Fermentation Process. In: Journal of Parallel and Distributed Computing Practice-SIAM
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Paper Citation


in Harvard Style

Doncescu A., Inoue K., Farmer M. and Richard G. (2005). A WEB-BASED ARCHITECTURE FOR INDUCTIVE LOGIC PROGRAMMING IN BIOLOGY . In Proceedings of the Seventh International Conference on Enterprise Information Systems - Volume 2: ICEIS, ISBN 972-8865-19-8, pages 357-361. DOI: 10.5220/0002516903570361


in Bibtex Style

@conference{iceis05,
author={Andrei Doncescu and Katsumi Inoue and Muhammad Farmer and Gilles Richard},
title={A WEB-BASED ARCHITECTURE FOR INDUCTIVE LOGIC PROGRAMMING IN BIOLOGY},
booktitle={Proceedings of the Seventh International Conference on Enterprise Information Systems - Volume 2: ICEIS,},
year={2005},
pages={357-361},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002516903570361},
isbn={972-8865-19-8},
}


in EndNote Style

TY - CONF
JO - Proceedings of the Seventh International Conference on Enterprise Information Systems - Volume 2: ICEIS,
TI - A WEB-BASED ARCHITECTURE FOR INDUCTIVE LOGIC PROGRAMMING IN BIOLOGY
SN - 972-8865-19-8
AU - Doncescu A.
AU - Inoue K.
AU - Farmer M.
AU - Richard G.
PY - 2005
SP - 357
EP - 361
DO - 10.5220/0002516903570361