CLANN: Concept Lattice-based Artificial Neural Network for Supervised Classification

@inproceedings{Tsopz2007CLANNCL,
  title={CLANN: Concept Lattice-based Artificial Neural Network for Supervised Classification},
  author={Norbert Tsopz{\'e} and Engelbert Mephu Nguifo and Gilbert Tindo},
  booktitle={CLA},
  year={2007}
}
Multi-layer neural networks have been successfully applied in a wide range of supervised and unsupervised learning applications. As they often produce incomprehensible models they are not widely used in data mining applications. To avoid such limitations, comprehensive models have been previously introduced making use of an apriori knowledge to build the network architecture. They permit to neural network methods to deserve a place in the tool boxes of data mining specialists. However, as the… CONTINUE READING

References

Publications referenced by this paper.
Showing 1-10 of 14 references

Apprentissage Connexionniste, Editions

  • Y. Benani
  • Herms Science,
  • 2006
Highly Influential
5 Excerpts

G

  • J. W. Shavlik
  • Towell. Kbann: Knowledge based articial neural…
  • 1994
Highly Influential
5 Excerpts

Datamining: Concepts and Techniques

  • J. Han, M. Hamber
  • Morgan Kauffman Publishers, London,
  • 2001
Highly Influential
3 Excerpts

Similar Papers

Loading similar papers…