Tapio Elomaa Coauthor index pubzone.org

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60Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Jaakko Hollmén, Heikki Mannila: Discovery Science - 14th International Conference, DS 2011, Espoo, Finland, October 5-7, 2011. Proceedings Springer 2011
59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Matti Kääriäinen: An Analysis of Reduced Error Pruning CoRR abs/1106.0668: (2011)
58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Petr Berka, Jan Rauch: Special issue on data analysis methodologies for intelligent systems: guest editor's introduction. J. Intell. Inf. Syst. 37(3): 291-292 (2011)
2010
57Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Heikki Mannila, Pekka Orponen: Algorithms and Applications, Essays Dedicated to Esko Ukkonen on the Occasion of His 60th Birthday Springer 2010
56Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Jussi Kujala: Covering Analysis of the Greedy Algorithm for Partial Cover. Algorithms and Applications 2010: 102-113
55Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMatti Saarela, Tapio Elomaa, Keijo Ruohonen: An Analysis of Relevance Vector Machine Regression. Advances in Machine Learning I 2010: 227-246
2009
54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Rauch, Zbigniew W. Ras, Petr Berka, Tapio Elomaa: Foundations of Intelligent Systems, 18th International Symposium, ISMIS 2009, Prague, Czech Republic, September 14-17, 2009. Proceedings Springer 2009
53Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJussi Kujala, Timo Aho, Tapio Elomaa: A Walk from 2-Norm SVM to 1-Norm SVM. ICDM 2009: 836-841
2008
52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTimo Aho, Tapio Elomaa, Jussi Kujala: Unsupervised Classifier Selection Based on Two-Sample Test. Discovery Science 2008: 28-39
51Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJussi Kujala, Tapio Elomaa: Ranking the Uniformity of Interval Pairs. ECML/PKDD (1) 2008: 640-655
50Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Petri Lehtinen, Matti Saarela: Obtaining Low-Arity Discretizations from Online Data Streams. ISMIS 2008: 90-99
49Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Petri Lehtinen: Maintaining Optimal Multi-way Splits for Numerical Attributes in Data Streams. PAKDD 2008: 544-553
48Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTimo Aho, Tapio Elomaa, Jussi Kujala: Reducing Splaying by Taking Advantage of Working Sets. WEA 2008: 1-13
47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJussi Kujala, Tapio Elomaa: The cost of offline binary search tree algorithms and the complexity of the request sequence. Theor. Comput. Sci. 393(1-3): 231-239 (2008)
2007
46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJussi Kujala, Tapio Elomaa: Following the Perturbed Leader to Gamble at Multi-armed Bandits. ALT 2007: 166-180
45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJussi Kujala, Tapio Elomaa: Improved Algorithms for Univariate Discretization of Continuous Features. PKDD 2007: 188-199
2006
44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHeidi Koivistoinen, Minna Ruuska, Tapio Elomaa: A Voronoi Diagram Approach to Autonomous Clustering. Discovery Science 2006: 149-160
43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJussi Kujala, Tapio Elomaa: Poketree: A Dynamically Competitive Data Structure with Good Worst-Case Performance. ISAAC 2006: 277-288
42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Jussi Kujala, Juho Rousu: Practical Approximation of Optimal Multivariate Discretization. ISMIS 2006: 612-621
2005
41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJussi Kujala, Tapio Elomaa: On Following the Perturbed Leader in the Bandit Setting. ALT 2005: 371-385
40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Jussi Kujala, Juho Rousu: Approximation Algorithms for Minimizing Empirical Error by Axis-Parallel Hyperplanes. ECML 2005: 547-555
39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Heidi Koivistoinen: On Autonomous k-Means Clustering. ISMIS 2005: 228-236
38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Tuomo Malinen: On look-ahead and pathology in decision tree learning. J. Exp. Theor. Artif. Intell. 17(1-2): 19-33 (2005)
2004
37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Matti Kääriäinen: The Difficulty of Reduced Error Pruning of Leveled Branching Programs. Ann. Math. Artif. Intell. 41(1): 111-124 (2004)
36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Juho Rousu: Efficient Multisplitting Revisited: Optima-Preserving Elimination of Partition Candidates. Data Min. Knowl. Discov. 8(2): 97-126 (2004)
35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMatti Kääriäinen, Tuomo Malinen, Tapio Elomaa: Selective Rademacher Penalization and Reduced Error Pruning of Decision Trees. Journal of Machine Learning Research 5: 1107-1126 (2004)
2003
34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMatti Kääriäinen, Tapio Elomaa: Rademacher Penalization over Decision Tree Prunings. ECML 2003: 193-204
33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Tuomo Malinen: On Lookahead Heuristics in Decision Tree Learning. ISMIS 2003: 445-453
32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Juho Rousu: On Decision Boundaries of Naïve Bayes in Continuous Domains. PKDD 2003: 144-155
31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRichard Nock, Tapio Elomaa, Matti Kääriäinen: Reduced Error Pruning of branching programs cannot be approximated to within a logarithmic factor. Inf. Process. Lett. 87(2): 73-78 (2003)
30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Juho Rousu: Necessary and Sufficient Pre-processing in Numerical Range Discretization. Knowl. Inf. Syst. 5(2): 162-182 (2003)
29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIlkka Autio, Tapio Elomaa: Flexible view recognition for indoor navigation based on Gabor filters and support vector machines. Pattern Recognition 36(12): 2769-2779 (2003)
2002
28no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Heikki Mannila, Hannu Toivonen: Machine Learning: ECML 2002, 13th European Conference on Machine Learning, Helsinki, Finland, August 19-23, 2002, Proceedings Springer 2002
27no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Heikki Mannila, Hannu Toivonen: Principles of Data Mining and Knowledge Discovery, 6th European Conference, PKDD 2002, Helsinki, Finland, August 19-23, 2002, Proceedings Springer 2002
26no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Matti Kääriäinen: Progressive Rademacher Sampling. AAAI/IAAI 2002: 140-145
25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Matti Kääriäinen: The Difficulty of Reduced Error Pruning of Leveled Branching Programs. AMAI 2002
24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Jussi T. Lindgren: Experiments with Projection Learning. Discovery Science 2002: 127-140
23no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Juho Rousu: Fast Minimum Training Error Discretization. ICML 2002: 131-138
22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Matti Kääriäinen: The Difficulty of Reduced Error Pruning of Leveled Branching Programs. ISAIM 2002
21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa: Partition-Refining Algorithms for Learning Finite State Automata. ISMIS 2002: 232-243
20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Juho Rousu: Linear-Time Preprocessing in Optimal Numerical Range Partitioning. J. Intell. Inf. Syst. 18(1): 55-70 (2002)
2001
19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Matti Kääriäinen: On the Practice of Branching Program Boosting. ECML 2001: 133-144
18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Juho Rousu: Preprocessing Opportunities in Optimal Numerical Range Partitioning. ICDM 2001: 115-122
17no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIlkka Autio, Tapio Elomaa, Teemu Kurppa: Robot Landmark Learning with SVMs. SCAI 2001: 157-158
16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Juho Rousu: On the Computational Complexity of Optimal Multisplitting. Fundam. Inform. 47(1-2): 35-52 (2001)
15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Matti Kääriäinen: An Analysis of Reduced Error Pruning. J. Artif. Intell. Res. (JAIR) 15: 163-187 (2001)
2000
14no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Juho Rousu: Generalizing Boundary Points. AAAI/IAAI 2000: 570-576
13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Juho Rousu: On the Complexity of Optimal Multisplitting. ISMIS 2000: 552-561
1999
12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa: The Biases of Decision Tree Pruning Strategies. IDA 1999: 63-74
11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJuho Rousu, Tapio Elomaa, Robert J. Aarts: Predicting the Speed of Beer Fermentation in Laboratory and Industrial Scale. IWANN (2) 1999: 893-901
10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Juho Rousu: Speeding Up the Search for Optimal Partitions. PKDD 1999: 89-97
9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Juho Rousu: General and Efficient Multisplitting of Numerical Attributes. Machine Learning 36(3): 201-244 (1999)
1998
8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Juho Rousu: Postponing the Evaluation of Attributes with a High Number of Boundary Points. PKDD 1998: 221-229
7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa: A Review of How the Mind Works. AI Magazine 19(3): 135 (1998)
1997
6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Juho Rousu: Well-Behaved Evaluation Functions for Numerical Attributes. ISMIS 1997: 147-156
5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Juho Rousu: Efficient Multisplitting on Numerical Data. PKDD 1997: 178-188
4no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Juho Rousu: On the Well-Behavedness of Important Attribute Evaluation Functions. SCAI 1997: 95-106
1995
3no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Niklas Holsti, Ilkka Hyvärinen: TELA: A Platform for Experimenting with Attribute-based Learning Programs. SCAI 1995: 392-395
1994
2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa, Esko Ukkonen: A Geometric Approach to Feature Selection. ECML 1994: 351-354
1no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTapio Elomaa: In Defense of C4.5: Notes Learning One-Level Decision Trees. ICML 1994: 62-69

Coauthor Index

1Robert J. Aarts [11]
2Timo Aho [48] [52] [53]
3Ilkka Autio [17] [29]
4Petr Berka [54] [58]
5Jaakko Hollmén [60]
6Niklas Holsti [3]
7Ilkka Hyvärinen [3]
8Matti Kääriäinen [15] [19] [22] [25] [26] [31] [34] [35] [37] [59]
9Heidi Koivistoinen [39] [44]
10Jussi Kujala [40] [41] [42] [43] [45] [46] [47] [48] [51] [52] [53] [56]
11Teemu Kurppa [17]
12Petri Lehtinen [49] [50]
13Jussi T. Lindgren [24]
14Tuomo Malinen [33] [35] [38]
15Heikki Mannila [27] [28] [57] [60]
16Richard Nock [31]
17Pekka Orponen [57]
18Zbigniew W. Ras [54]
19Jan Rauch [54] [58]
20Juho Rousu [4] [5] [6] [8] [9] [10] [11] [13] [14] [16] [18] [20] [23] [30] [32] [36] [40] [42]
21Keijo Ruohonen [55]
22Minna Ruuska [44]
23Matti Saarela [50] [55]
24Hannu Toivonen [27] [28]
25Esko Ukkonen [2]

Colors in the list of coauthors

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