Combining instance selection methods based on data characterization: An approach to increase their effectiveness

UCI Machine Learning Repository

Arthur Asuncion · Medical Entomology and Zoology · 2007 · 24.4K citations

Computing, Computer Science, Artificial Intelligence +10

Nearest neighbor pattern classification

Thomas M. Cover, Peter E. Hart · IEEE Transactions on Information Theory · 1967 · 16.1K citations

Computing, Computer Science, Data Mining +11

Statistical Comparisons of Classifiers over Multiple Data Sets

Janez Demšar · 2006 · 11.2K citations

Computing, Computer Science, Data Science +17

Proceedings of the 25th international conference on Machine learning

William W. Cohen, Andrew McCallum, Sam T. Roweis · 2008 · 5.5K citations

Computing, Computer Science, Artificial Intelligence +6

On the shortest spanning subtree of a graph and the traveling salesman problem

Joseph B. Kruskal · Proceedings of the American Mathematical Society · 1956 · 5.1K citations · Full text

Natural Sciences, Mathematics, Algebra +11