%0 Conference Paper %1 Computer03towardseffective %A Computer, Ioannis Sarafis %A Sarafis, Ioannis A. %A Trinder, Phil W. %A Zalzala, Ali M. S. %B in: Proceedings of the IEEE Congress on Evolutionary Computation (CEC’03 %D 2003 %K 2009 clustering seminar %T Towards Effective Subspace Clustering with an Evolutionary Algorithm %U http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.5.1512 %X This paper proposes a new evolutionary algorithm for subspace clustering in very large and high dimensional databases. The design includes task-specific coding and genetic operators, along with a non-random initialization procedure. Reported experimental results show the algorithm scales almost linearly with the size and dimensionality of the database as well as the dimensionality of the hidden clusters.

@inproceedings{Computer03towardseffective, abstract = {This paper proposes a new evolutionary algorithm for subspace clustering in very large and high dimensional databases. The design includes task-specific coding and genetic operators, along with a non-random initialization procedure. Reported experimental results show the algorithm scales almost linearly with the size and dimensionality of the database as well as the dimensionality of the hidden clusters.}, added-at = {2009-11-12T15:48:29.000+0100}, author = {Computer, Ioannis Sarafis and Sarafis, Ioannis A. and Trinder, Phil W. and Zalzala, Ali M. S.}, biburl = {https://www.bibsonomy.org/bibtex/28f79a52a5f18f8d3f11485b0b59c29b2/k.e.}, booktitle = {in: Proceedings of the IEEE Congress on Evolutionary Computation (CEC’03}, description = {Towards Effective Subspace Clustering with an Evolutionary Algorithm}, interhash = {483fd442bc4d0b185cf61074eedb06f5}, intrahash = {8f79a52a5f18f8d3f11485b0b59c29b2}, keywords = {2009 clustering seminar}, timestamp = {2009-11-12T15:48:29.000+0100}, title = {Towards Effective Subspace Clustering with an Evolutionary Algorithm}, url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.5.1512}, year = 2003 }