Elomaa, Tapio

16 publications

JMLR 2012 Multi-Target Regression with Rule Ensembles Timo Aho, Bernard Ženko, Sašo Džeroski, Tapio Elomaa

ECML-PKDD 2008 Ranking the Uniformity of Interval Pairs Jussi Kujala, Tapio Elomaa

ALT 2007 Following the Perturbed Leader to Gamble at Multi-Armed Bandits Jussi Kujala, Tapio Elomaa

ECML-PKDD 2005 Approximation Algorithms for Minimizing Empirical Error by Axis-Parallel Hyperplanes Tapio Elomaa, Jussi Kujala, Juho Rousu

ALT 2005 On Following the Perturbed Leader in the Bandit Setting Jussi Kujala, Tapio Elomaa

JMLR 2004 Selective Rademacher Penalization and Reduced Error Pruning of Decision Trees Matti Kääriäinen, Tuomo Malinen, Tapio Elomaa

ECML-PKDD 2003 Rademacher Penalization over Decision Tree Prunings Matti Kääriäinen, Tapio Elomaa

ICML 2002 Fast Minimum Training Error Discretization Tapio Elomaa, Juho Rousu

ECML-PKDD 2002 Machine Learning: ECML 2002, 13th European Conference on Machine Learning, Helsinki, Finland, August 19-23, 2002, Proceedings Tapio Elomaa, Heikki Mannila, Hannu Toivonen

AAAI 2002 Progressive Rademacher Sampling Tapio Elomaa, Matti Kääriäinen

JAIR 2001 An Analysis of Reduced Error Pruning Tapio Elomaa, Matti Kääriäinen

ECML-PKDD 2001 On the Practice of Branching Program Boosting Tapio Elomaa, Matti Kääriäinen

AAAI 2000 Generalizing Boundary Points Tapio Elomaa, Juho Rousu

MLJ 1999 General and Efficient Multisplitting of Numerical Attributes Tapio Elomaa, Juho Rousu

ECML-PKDD 1994 A Geometric Approach to Feature Selection Tapio Elomaa, Esko Ukkonen

ICML 1994 In Defense of C4.5: Notes in Learning One-Level Decision Trees Tapio Elomaa