| 2023 | VCIP | Overfitting NN loop-filters in video coding. | Ruiying Yang, Mara Santamara, Francesco Cricri, Honglei Zhang, Jani Lainema, Ramin Ghaznavi Youvalari, Miska M. Hannuksela, Tapio Elomaa |
| 2018 | ISMIS | Hierarchical Clustering of High-Dimensional Data Without Global Dimensionality Reduction. | Ilari Kampman, Tapio Elomaa |
| 2009 | ICDM | A Walk from 2-Norm SVM to 1-Norm SVM. | Jussi Kujala, Timo Aho, Tapio Elomaa |
| 2008 | DIS | Unsupervised Classifier Selection Based on Two-Sample Test. | Timo Aho, Tapio Elomaa, Jussi Kujala |
| 2008 | ISMIS | Obtaining Low-Arity Discretizations from Online Data Streams. | Tapio Elomaa, Petri Lehtinen, Matti Saarela |
| 2008 | PAKDD | Maintaining Optimal Multi-way Splits for Numerical Attributes in Data Streams. | Tapio Elomaa, Petri Lehtinen |
| 2007 | ALT | Following the Perturbed Leader to Gamble at Multi-armed Bandits. | Jussi Kujala, Tapio Elomaa |
| 2006 | DIS | A Voronoi Diagram Approach to Autonomous Clustering. | Heidi Koivistoinen, Minna Ruuska, Tapio Elomaa |
| 2006 | ISAAC | Poketree: A Dynamically Competitive Data Structure with Good Worst-Case Performance. | Jussi Kujala, Tapio Elomaa |
| 2006 | ISMIS | Practical Approximation of Optimal Multivariate Discretization. | Tapio Elomaa, Jussi Kujala, Juho Rousu |
| 2005 | ALT | On Following the Perturbed Leader in the Bandit Setting. | Jussi Kujala, Tapio Elomaa |
| 2005 | ISMIS | On Autonomous k-Means Clustering. | Tapio Elomaa, Heidi Koivistoinen |
| 2003 | ISMIS | On Lookahead Heuristics in Decision Tree Learning. | Tapio Elomaa, Tuomo Malinen |
| 2002 | AAAI | Progressive Rademacher Sampling. | Tapio Elomaa, Matti Kriinen |
| 2002 | DIS | Experiments with Projection Learning. | Tapio Elomaa, Jussi T. Lindgren |
| 2002 | ICML | Fast Minimum Training Error Discretization. | Tapio Elomaa, Juho Rousu |
| 2002 | ISAIM | The Difficulty of Reduced Error Pruning of Leveled Branching Programs. | Tapio Elomaa, Matti Kriinen |
| 2002 | ISMIS | Partition-Refining Algorithms for Learning Finite State Automata. | Tapio Elomaa |
| 2001 | ICDM | Preprocessing Opportunities in Optimal Numerical Range Partitioning. | Tapio Elomaa, Juho Rousu |
| 2000 | AAAI | Generalizing Boundary Points. | Tapio Elomaa, Juho Rousu |
| 2000 | ISMIS | On the Complexity of Optimal Multisplitting. | Tapio Elomaa, Juho Rousu |
| 1999 | IDA | The Biases of Decision Tree Pruning Strategies. | Tapio Elomaa |
| 1999 | IWANN | Predicting the Speed of Beer Fermentation in Laboratory and Industrial Scale. | Juho Rousu, Tapio Elomaa, Robert J. Aarts |
| 1997 | ISMIS | Well-Behaved Evaluation Functions for Numerical Attributes. | Tapio Elomaa, Juho Rousu |
| 1994 | ICML | In Defense of C4.5: Notes in Learning One-Level Decision Trees. | Tapio Elomaa |
| 1991 | ICTAI | Extending the learnability of decision trees. | Tapio Elomaa |
| 1990 | ICTAI | On inducing topologically minimal decision trees. | Tapio Elomaa, Jyrki Kivinen |