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Elomaa, Tapio

Co-Author Distance
Author ID: elomaa.tapio Recent zbMATH articles by "Elomaa, Tapio"
Published as: Elomaa, Tapio; Elomaa, T.
External Links: ORCID
Documents Indexed: 23 Publications since 1997
5 Contributions as Editor
Co-Authors: 21 Co-Authors with 27 Joint Publications
289 Co-Co-Authors
all top 5

Co-Authors

1 single-authored
5 Kääriäinen, Matti
5 Kujala, Jussi
4 Mannila, Heikki
4 Rousu, Juho
3 Malinen, Tuomo
2 Saarela, Matti
2 Toivonen, Hannu T. T.
1 Aho, Timo
1 Autio, Ilkka
1 Berka, Petr
1 Džeroski, Sašo
1 Hollmén, Jaakko
1 Koivistoinen, Heidi
1 Lehtinen, Petri
1 Lindgren, J. T.
1 Nock, Richard
1 Orponen, Pekka
1 Raś, Zbigniew W.
1 Rauch, Jan
1 Ruohonen, Keijo
1 Ženko, Bernard
all top 5

Serials

5 Lecture Notes in Computer Science
2 Journal of Machine Learning Research (JMLR)
1 Information Processing Letters
1 Theoretical Computer Science
1 Machine Learning
1 JETAI. Journal of Experimental & Theoretical Artificial Intelligence
1 Pattern Recognition
1 The Journal of Artificial Intelligence Research (JAIR)
1 Annals of Mathematics and Artificial Intelligence
1 Fundamenta Informaticae

Fields

28 Computer science (68-XX)
4 General and overarching topics; collections (00-XX)
1 Probability theory and stochastic processes (60-XX)
1 Statistics (62-XX)
1 Operations research, mathematical programming (90-XX)

Publications by Year

all cited Publications top 5 cited Publications

Citations contained in zbMATH Open

14 Publications have been cited 46 times in 41 Documents Cited by ▼ Year ▼
General and efficient multisplitting of numerical attributes. Zbl 0947.68081
Elomaa, Tapio; Rousu, Juho
10
1999
Multi-target regression with rule ensembles. Zbl 1433.68321
Aho, Timo; Ženko, Bernard; Džeroski, Sašo; Elomaa, Tapio
9
2012
Covering analysis of the greedy algorithm for partial cover. Zbl 1284.68715
Elomaa, Tapio; Kujala, Jussi
6
2010
An analysis of reduced error pruning. Zbl 0994.68137
Elomaa, T.; Kaariainen, M.
5
2001
On lookahead heuristic in decision tree learning. Zbl 1070.68537
Elomaa, Tapio; Malinen, Tuomo
3
2003
On following the perturbed leader in the bandit setting. Zbl 1168.68472
Kujala, Jussi; Elomaa, Tapio
2
2005
On the computational complexity of optimal multisplitting. Zbl 1004.68128
Elomaa, Tapio; Rousu, Juho
2
2001
The cost of offline binary search tree algorithms and the complexity of the request sequence. Zbl 1136.68020
Kujala, Jussi; Elomaa, Tapio
2
2008
On the well-behavedness of important attribute evaluation functions. Zbl 0890.68114
Elomaa, Tapio; Rousu, Juho
2
1997
On the practice of branching program boosting. Zbl 1007.68552
Elomaa, Tapio; Kääriäinen, Matti
1
2001
On autonomous \(k\)-means clustering. Zbl 1132.68541
Elomaa, Tapio; Koivistoinen, Heidi
1
2005
Selective Rademacher penalization and reduced error pruning of decision trees. Zbl 1222.68228
Kääriäinen, Matti; Malinen, Tuomo; Elomaa, Tapio
1
2004
Machine learning: ECML 2002. 13th European conference, Helsinki, Finland, August 19–23, 2002. Proceedings. Zbl 0997.00027
1
2002
The difficulty of reduced error pruning of leveled branching programs. Zbl 1062.68096
Elomaa, Tapio; Kääriäinen, Matti
1
2004
Multi-target regression with rule ensembles. Zbl 1433.68321
Aho, Timo; Ženko, Bernard; Džeroski, Sašo; Elomaa, Tapio
9
2012
Covering analysis of the greedy algorithm for partial cover. Zbl 1284.68715
Elomaa, Tapio; Kujala, Jussi
6
2010
The cost of offline binary search tree algorithms and the complexity of the request sequence. Zbl 1136.68020
Kujala, Jussi; Elomaa, Tapio
2
2008
On following the perturbed leader in the bandit setting. Zbl 1168.68472
Kujala, Jussi; Elomaa, Tapio
2
2005
On autonomous \(k\)-means clustering. Zbl 1132.68541
Elomaa, Tapio; Koivistoinen, Heidi
1
2005
Selective Rademacher penalization and reduced error pruning of decision trees. Zbl 1222.68228
Kääriäinen, Matti; Malinen, Tuomo; Elomaa, Tapio
1
2004
The difficulty of reduced error pruning of leveled branching programs. Zbl 1062.68096
Elomaa, Tapio; Kääriäinen, Matti
1
2004
On lookahead heuristic in decision tree learning. Zbl 1070.68537
Elomaa, Tapio; Malinen, Tuomo
3
2003
Machine learning: ECML 2002. 13th European conference, Helsinki, Finland, August 19–23, 2002. Proceedings. Zbl 0997.00027
1
2002
An analysis of reduced error pruning. Zbl 0994.68137
Elomaa, T.; Kaariainen, M.
5
2001
On the computational complexity of optimal multisplitting. Zbl 1004.68128
Elomaa, Tapio; Rousu, Juho
2
2001
On the practice of branching program boosting. Zbl 1007.68552
Elomaa, Tapio; Kääriäinen, Matti
1
2001
General and efficient multisplitting of numerical attributes. Zbl 0947.68081
Elomaa, Tapio; Rousu, Juho
10
1999
On the well-behavedness of important attribute evaluation functions. Zbl 0890.68114
Elomaa, Tapio; Rousu, Juho
2
1997
all cited Publications top 5 cited Publications
all top 5

Cited by 89 Authors

4 Damaschke, Peter
3 Elomaa, Tapio
2 Fujito, Toshihiro
2 Hu, Yichung
2 Kimura, Kei
2 Liu, Han
2 Mizuno, Yuki
2 Nock, Richard
1 Almirall, Daniel
1 Anagnostopoulos, Georgios C.
1 Bartos, Karel
1 Ben-Gal, Irad
1 Berthold, Michael R.
1 Boulle, Marc
1 Breskvar, Martin
1 Brijs, Tom
1 Cano, Alberto
1 Chen, Shyiming
1 Cocea, Mihaela
1 Dembczyński, Krzysztof
1 Diez-Pastor, José F.
1 Džeroski, Sašo
1 Fikar, Ondrej
1 Fillbrunn, Alexander
1 Franc, Vojtěch
1 Fredman, Michael L.
1 García-Osorio, César
1 Georgiopoulos, Michael
1 Groves, William
1 Gu, Jason J.
1 Hammer, Barbara
1 Hullermeier, Eyke
1 Ishibuchi, Hisao
1 Janssens, Davy
1 Kääriäinen, Matti
1 Kecman, Vojislav
1 Kocev, Dragi
1 Kothari, Ravi
1 Kujala, Jussi
1 Levy, Caleb C.
1 Li, Enying
1 Li, Zifan
1 Linero, Antonio R.
1 Lipsitz, Stuart R.
1 Liu, Fei
1 Malinen, Tuomo
1 Melki, Gabriella
1 Meusel, Robert
1 Mielikäinen, Taneli
1 Nielsen, Frank
1 Nojima, Yusuke
1 Pardo, Carlos
1 Paul, Pallath
1 Paulheim, Heiko
1 Qi, Xiaomei
1 Ran, Yingli
1 Ritter, Gerhard X.
1 Rodríguez, Juan J.
1 Schleif, Frank-Michael
1 Scott, Stephen D.
1 Siebes, Arno P. J. M.
1 Sinha, Debajyoti
1 Sofka, Michal
1 Spyromitros-Xioufis, Eleftherios
1 Tao, Qingping
1 Tao, Yebin
1 Tarjan, Robert Endre
1 Tewari, Ambuj
1 Trister, Chavazelet
1 Tseng, Fang-Mei
1 Tsoumakas, Grigorios
1 Urcid, Gonzalo
1 Valdiviezo-N., Juan-Carlos
1 Vanhoof, Koen
1 Varghese, P. Paul
1 Ventura, Sebastián
1 Vlahavas, Ioannis P.
1 Waegeman, Willem
1 Wang, Hu
1 Wang, Lu
1 Wang, Ying
1 Wei, Hechen
1 Wen, Ziming
1 Wets, Geert
1 Zhang, Chengjin
1 Zhang, Yubai
1 Zhang, Zhao
1 Zhong, Mingyu
1 Zhu, Xibin
all top 5

Cited in 23 Serials

7 Machine Learning
6 Information Sciences
2 Information Processing Letters
2 Algorithmica
2 Data Mining and Knowledge Discovery
1 Discrete Applied Mathematics
1 Applied Mathematics and Computation
1 Biometrics
1 Theoretical Computer Science
1 Computers & Operations Research
1 International Journal of Approximate Reasoning
1 JETAI. Journal of Experimental & Theoretical Artificial Intelligence
1 Pattern Recognition
1 Journal of Mathematical Imaging and Vision
1 Annals of Mathematics and Artificial Intelligence
1 Journal of Combinatorial Optimization
1 Journal of Graph Algorithms and Applications
1 Applied Stochastic Models in Business and Industry
1 Journal of Machine Learning Research (JMLR)
1 Optimization Letters
1 The Annals of Applied Statistics
1 International Journal of Information Technology & Decision Making
1 Journal of Control Science and Engineering
all top 5

Cited in 9 Fields

33 Computer science (68-XX)
16 Statistics (62-XX)
7 Operations research, mathematical programming (90-XX)
3 Combinatorics (05-XX)
1 General and overarching topics; collections (00-XX)
1 Probability theory and stochastic processes (60-XX)
1 Numerical analysis (65-XX)
1 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
1 Systems theory; control (93-XX)

Citations by Year