@inbook {Cano2005, title = {Strategies for Scaling Up Evolutionary Instance Reduction Algorithms for Data Mining}, booktitle = {Evolutionary Computation in Data Mining}, year = {2005}, pages = {21{\textendash}39}, publisher = {Springer Berlin Heidelberg}, organization = {Springer Berlin Heidelberg}, address = {Berlin, Heidelberg}, abstract = {Evolutionary algorithms are adaptive methods based on natural evolution that may be used for search and optimization. As instance selection can be viewed as a search problem, it could be solved using evolutionary algorithms.}, isbn = {978-3-540-32358-7}, doi = {10.1007/3-540-32358-9_2}, url = {https://doi.org/10.1007/3-540-32358-9_2}, author = {J. R. Cano and F. Herrera and Lozano, Manuel}, editor = {Ghosh, Ashish and Jain, Lakhmi C.} }