Tapio Elomaa

Publication Activity (10 Years)

Years Active: 1990-2023
Publications (10 Years): 5

Top Topics

Top Venues

Int. J. Comput. Games Technol.

Publications

Ruiying Yang, María Santamaría, Francesco Cricri, Honglei Zhang, Jani Lainema, Ramin Ghaznavi Youvalari, Miska M. Hannuksela, Tapio Elomaa
Overfitting NN loop-filters in video coding. VCIP (2023)
Yi Zhou, Heikki Huttunen, Tapio Elomaa
using multiple losses for accurate facial age estimation. CoRR (2021)
Ilari Kampman, Tapio Elomaa
Hierarchical Clustering of High-Dimensional Data Without Global Dimensionality Reduction. ISMIS (2018)
Kati Stormi, Teemu Laine, Tapio Elomaa
Feasibility of B2C Customer Relationship Analytics in the B2B Industrial Context. ECIS (2018)
Tomi Äijö, Pekka Jääskeläinen, Tapio Elomaa, Heikki Kultala, Jarmo Takala
Integer Linear Programming-Based Scheduling for Transport Triggered Architectures. ACM Trans. Archit. Code Optim. 12 (4) (2016)
Teemu J. Heinimäki, Tapio Elomaa
Quality Measures for Improving Technology Trees. Int. J. Comput. Games Technol. 2015 (2015)
Teemu J. Heinimäki, Tapio Elomaa
Augmenting Technology Trees: Automation and Tool Support. VS-GAMES (2015)
Timo Aho, Bernard Zenko, Saso Dzeroski, Tapio Elomaa
Multi-target regression with rule ensembles. J. Mach. Learn. Res. 13 (2012)
Tapio Elomaa, Petr Berka, Jan Rauch
Special issue on data analysis methodologies for intelligent systems: guest editor's introduction. J. Intell. Inf. Syst. 37 (3) (2011)
Tapio Elomaa, Matti Kääriäinen
An Analysis of Reduced Error Pruning CoRR (2011)
Tapio Elomaa, Jussi Kujala
Covering Analysis of the Greedy Algorithm for Partial Cover. Algorithms and Applications (2010)
Jussi Kujala, Timo Aho, Tapio Elomaa
A Walk from 2-Norm SVM to 1-Norm SVM. ICDM (2009)
Jussi Kujala, Tapio Elomaa
The cost of offline binary search tree algorithms and the complexity of the request sequence. Theor. Comput. Sci. 393 (1-3) (2008)
Timo Aho, Tapio Elomaa, Jussi Kujala
Reducing Splaying by Taking Advantage of Working Sets. WEA (2008)
Tapio Elomaa, Petri Lehtinen, Matti Saarela
Obtaining Low-Arity Discretizations from Online Data Streams. ISMIS (2008)
Timo Aho, Tapio Elomaa, Jussi Kujala
Unsupervised Classifier Selection Based on Two-Sample Test. Discovery Science (2008)
Tapio Elomaa, Petri Lehtinen
Maintaining Optimal Multi-way Splits for Numerical Attributes in Data Streams. PAKDD (2008)
Jussi Kujala, Tapio Elomaa
Ranking the Uniformity of Interval Pairs. ECML/PKDD (1) (2008)
Jussi Kujala, Tapio Elomaa
Following the Perturbed Leader to Gamble at Multi-armed Bandits. ALT (2007)
Jussi Kujala, Tapio Elomaa
Improved Algorithms for Univariate Discretization of Continuous Features. PKDD (2007)
Heidi Koivistoinen, Minna Ruuska, Tapio Elomaa
A Voronoi Diagram Approach to Autonomous Clustering. Discovery Science (2006)
Jussi Kujala, Tapio Elomaa
Poketree: A Dynamically Competitive Data Structure with Good Worst-Case Performance. ISAAC (2006)
Tapio Elomaa, Jussi Kujala, Juho Rousu
Practical Approximation of Optimal Multivariate Discretization. ISMIS (2006)
Tapio Elomaa, Jussi Kujala, Juho Rousu
Approximation Algorithms for Minimizing Empirical Error by Axis-Parallel Hyperplanes. ECML (2005)
Tapio Elomaa, Heidi Koivistoinen
On Autonomous k-Means Clustering. ISMIS (2005)
Jussi Kujala, Tapio Elomaa
On Following the Perturbed Leader in the Bandit Setting. ALT (2005)
Tapio Elomaa, Tuomo Malinen
On look-ahead and pathology in decision tree learning. J. Exp. Theor. Artif. Intell. 17 (1-2) (2005)
Tapio Elomaa, Matti Kääriäinen
The Difficulty of Reduced Error Pruning of Leveled Branching Programs. Ann. Math. Artif. Intell. 41 (1) (2004)
Tapio Elomaa, Juho Rousu
Efficient Multisplitting Revisited: Optima-Preserving Elimination of Partition Candidates. Data Min. Knowl. Discov. 8 (2) (2004)
Matti Kääriäinen, Tuomo Malinen, Tapio Elomaa
Selective Rademacher Penalization and Reduced Error Pruning of Decision Trees. J. Mach. Learn. Res. 5 (2004)
Richard Nock, Tapio Elomaa, Matti Kääriäinen
Reduced Error Pruning of branching programs cannot be approximated to within a logarithmic factor. Inf. Process. Lett. 87 (2) (2003)
Matti Kääriäinen, Tapio Elomaa
Rademacher Penalization over Decision Tree Prunings. ECML (2003)
Ilkka Autio, Tapio Elomaa
Flexible view recognition for indoor navigation based on Gabor filters and support vector machines. Pattern Recognit. 36 (12) (2003)
Tapio Elomaa, Tuomo Malinen
On Lookahead Heuristics in Decision Tree Learning. ISMIS (2003)
Tapio Elomaa, Juho Rousu
On Decision Boundaries of Naïve Bayes in Continuous Domains. PKDD (2003)
Tapio Elomaa, Juho Rousu
Necessary and Sufficient Pre-processing in Numerical Range Discretization. Knowl. Inf. Syst. 5 (2) (2003)
Tapio Elomaa, Juho Rousu
Linear-Time Preprocessing in Optimal Numerical Range Partitioning. J. Intell. Inf. Syst. 18 (1) (2002)
Tapio Elomaa, Matti Kääriäinen
Progressive Rademacher Sampling. AAAI/IAAI (2002)
Tapio Elomaa
Partition-Refining Algorithms for Learning Finite State Automata. ISMIS (2002)
Tapio Elomaa, Juho Rousu
Fast Minimum Training Error Discretization. ICML (2002)
Tapio Elomaa, Matti Kääriäinen
The Difficulty of Reduced Error Pruning of Leveled Branching Programs. AI&M (2002)
Tapio Elomaa, Jussi T. Lindgren
Experiments with Projection Learning. Discovery Science (2002)
Tapio Elomaa, Matti Kääriäinen
An Analysis of Reduced Error Pruning. J. Artif. Intell. Res. 15 (2001)
Tapio Elomaa, Juho Rousu
On the Computational Complexity of Optimal Multisplitting. Fundam. Informaticae 47 (1-2) (2001)
Tapio Elomaa, Matti Kääriäinen
On the Practice of Branching Program Boosting. ECML (2001)
Tapio Elomaa, Juho Rousu
Preprocessing Opportunities in Optimal Numerical Range Partitioning. ICDM (2001)
Ilkka Autio, Tapio Elomaa, Teemu Kurppa
Robot Landmark Learning with SVMs. SCAI (2001)
Tapio Elomaa, Juho Rousu
Generalizing Boundary Points. AAAI/IAAI (2000)
Tapio Elomaa, Juho Rousu
On the Complexity of Optimal Multisplitting. ISMIS (2000)
Juho Rousu, Tapio Elomaa, Robert J. Aarts
Predicting the Speed of Beer Fermentation in Laboratory and Industrial Scale. IWANN (2) (1999)
Tapio Elomaa, Juho Rousu
General and Efficient Multisplitting of Numerical Attributes. Mach. Learn. 36 (3) (1999)
Tapio Elomaa, Juho Rousu
Speeding Up the Search for Optimal Partitions. PKDD (1999)
Tapio Elomaa
The Biases of Decision Tree Pruning Strategies. IDA (1999)
Tapio Elomaa, Juho Rousu
Postponing the Evaluation of Attributes with a High Number of Boundary Points. PKDD (1998)
Tapio Elomaa
A Review of How the Mind Works. AI Mag. 19 (3) (1998)
Tapio Elomaa, Juho Rousu
On the Well-Behavedness of Important Attribute Evaluation Functions. SCAI (1997)
Tapio Elomaa, Juho Rousu
Well-Behaved Evaluation Functions for Numerical Attributes. ISMIS (1997)
Tapio Elomaa, Juho Rousu
Efficient Multisplitting on Numerical Data. PKDD (1997)
Tapio Elomaa, Niklas Holsti, Ilkka Hyvärinen
TELA: A Platform for Experimenting with Attribute-based Learning Programs. SCAI (1995)
Tapio Elomaa
In Defense of C4.5: Notes in Learning One-Level Decision Trees. ICML (1994)
Tapio Elomaa, Esko Ukkonen
A Geometric Approach to Feature Selection. ECML (1994)
Tapio Elomaa
Extending the learnability of decision trees. ICTAI (1991)
Tapio Elomaa, Jyrki Kivinen
On inducing topologically minimal decision trees. TAI (1990)