Tapio Pahikkala

	2012
36		Fabian Gieseke, Antti Airola, Tapio Pahikkala, Oliver Kramer: Sparse Quasi-Newton Optimization for Semi-supervised Support Vector Machines. ICPRAM (1) 2012: 45-54
35		Tapio Pahikkala, Hanna Suominen, Jorma Boberg: Efficient cross-validation for kernelized least-squares regression with sparse basis expansions. Machine Learning 87(3): 381-407 (2012)
	2011
34		Antti Airola, Tapio Pahikkala, Tapio Salakoski: An Improved Training Algorithm for the Linear Ranking Support Vector Machine. ICANN (1) 2011: 134-141
33		Pekka Naula, Tapio Pahikkala, Antti Airola, Tapio Salakoski: Greedy Regularized Least-Squares for Multi-task Learning. ICDM Workshops 2011: 527-533
32		Fabian Gieseke, Oliver Kramer, Antti Airola, Tapio Pahikkala: Speedy Local Search for Semi-Supervised Regularized Least-Squares. KI 2011: 87-98
31		Tapio Pahikkala, Antti Airola, Thomas Canhao Xu, Pasi Liljeberg, Hannu Tenhunen, Tapio Salakoski: A Parallel Online Regularized Least-squares Machine Learning Algorithm for Future Multi-core Processors. PECCS 2011: 590-599
30		Pekka Naula, Tapio Pahikkala, Antti Airola, Tapio Salakoski: Learning Multi-Label Predictors under Sparsity Budget. SCAI 2011: 30-39
29		Willem Waegeman, Tapio Pahikkala, Antti Airola, Tapio Salakoski, Michiel Stock, Bernard De Baets: A kernel-based framework for learning graded relations from data CoRR abs/1111.6473: (2011)
28		Jari Björne, Juho Heimonen, Filip Ginter, Antti Airola, Tapio Pahikkala, Tapio Salakoski: Extracting Contextualized Complex Biological Events with Rich Graph-Based Feature Sets. Computational Intelligence 27(4): 541-557 (2011)
27		Antti Airola, Tapio Pahikkala, Willem Waegeman, Bernard De Baets, Tapio Salakoski: An experimental comparison of cross-validation techniques for estimating the area under the ROC curve. Computational Statistics & Data Analysis 55(4): 1828-1844 (2011)
26		Antti Airola, Tapio Pahikkala, Tapio Salakoski: On Learning and Cross-Validation with Decomposed Nyström Approximation of Kernel Matrix. Neural Processing Letters 33(1): 17-30 (2011)
25		Antti Airola, Tapio Pahikkala, Tapio Salakoski: Training linear ranking SVMs in linearithmic time using red-black trees. Pattern Recognition Letters 32(9): 1328-1336 (2011)
	2010
24		Tapio Pahikkala, Willem Waegeman, Antti Airola, Tapio Salakoski, Bernard De Baets: Conditional Ranking on Relational Data. ECML/PKDD (2) 2010: 499-514
23		Tapio Pahikkala, Antti Airola, Tapio Salakoski: Speeding Up Greedy Forward Selection for Regularized Least-Squares. ICMLA 2010: 325-330
22		Antti Airola, Tapio Pahikkala, Jorma Boberg, Tapio Salakoski: Applying Permutation Tests for Assessing the Statistical Significance of Wrapper Based Feature Selection. ICMLA 2010: 989-994
21		Tapio Pahikkala, Willem Waegeman, Evgeni Tsivtsivadze, Tapio Salakoski, Bernard De Baets: Learning intransitive reciprocal relations with kernel methods. European Journal of Operational Research 206(3): 676-685 (2010)
20		Antti Airola, Tapio Pahikkala, Willem Waegeman, Bernard De Baets, Tapio Salakoski: A comparison of AUC estimators in small-sample studies. Journal of Machine Learning Research - Proceedings Track 8: 3-13 (2010)
	2009
19		Tapio Pahikkala, Hanna Suominen, Jorma Boberg, Tapio Salakoski: Efficient Hold-Out for Subset of Regressors. ICANNGA 2009: 350-359
18		Fabian Gieseke, Tapio Pahikkala, Oliver Kramer: Fast evolutionary maximum margin clustering. ICML 2009: 46
17		Evgeni Tsivtsivadze, Tapio Pahikkala, Jorma Boberg, Tapio Salakoski: Locality kernels for sequential data and their applications to parse ranking. Appl. Intell. 31(1): 81-88 (2009)
16		Tapio Pahikkala, Sampo Pyysalo, Jorma Boberg, Jouni Järvinen, Tapio Salakoski: Matrix representations, linear transformations, and kernels for disambiguation in natural language. Machine Learning 74(2): 133-158 (2009)
15		Tapio Pahikkala, Evgeni Tsivtsivadze, Antti Airola, Jouni Järvinen, Jorma Boberg: An efficient algorithm for learning to rank from preference graphs. Machine Learning 75(1): 129-165 (2009)
	2008
14		Tapio Pahikkala, Antti Airola, Hanna Suominen, Jorma Boberg, Tapio Salakoski: Efficient AUC Maximization with Regularized Least-Squares. SCAI 2008: 12-19
13		Evgeni Tsivtsivadze, Tapio Pahikkala, Antti Airola, Jorma Boberg, Tapio Salakoski: A Sparse Regularized Least-Squares Preference Learning Algorithm. SCAI 2008: 76-83
12		Antti Airola, Sampo Pyysalo, Jari Björne, Tapio Pahikkala, Filip Ginter, Tapio Salakoski: All-paths graph kernel for protein-protein interaction extraction with evaluation of cross-corpus learning. BMC Bioinformatics 9(S-11): (2008)
	2007
11		Tero Aittokallio, Jani S. Malminen, Tapio Pahikkala, Olli Polo, Olli Nevalainen: Inspiratory flow shape clustering: An automated method to monitor upper airway performance during sleep. Computer Methods and Programs in Biomedicine 85(1): 8-18 (2007)
	2006
10		Tapio Salakoski, Filip Ginter, Sampo Pyysalo, Tapio Pahikkala: Advances in Natural Language Processing, 5th International Conference on NLP, FinTAL 2006, Turku, Finland, August 23-25, 2006, Proceedings Springer 2006
9		Tapio Pahikkala, Jorma Boberg, Aleksandr Mylläri, Tapio Salakoski: Incorporating External Information in Bayesian Classifiers Via Linear Feature Transformations. FinTAL 2006: 399-410
8		Evgeni Tsivtsivadze, Tapio Pahikkala, Jorma Boberg, Tapio Salakoski: Locality-Convolution Kernel and Its Application to Dependency Parse Ranking. IEA/AIE 2006: 610-618
7		Hanna Suominen, Tapio Pahikkala, Marketta Hiissa, Tuija Lehtikunnas, Barbro Back, Helena Karsten, Sanna Salanterä, Tapio Salakoski: Relevance Ranking of Intensive Care Nursing Narratives. KES (1) 2006: 720-727
6		Marketta Hiissa, Tapio Pahikkala, Hanna Suominen, Tuija Lehtikunnas, Barbro Back, Helena Karsten, Sanna Salanterä, Tapio Salakoski: Towards Automated Classification of Intensive Care Nursing Narratives. MIE 2006: 789-794
5		Sampo Pyysalo, Filip Ginter, Tapio Pahikkala, Jorma Boberg, Jouni Järvinen, Tapio Salakoski: Evaluation of two dependency parsers on biomedical corpus targeted at protein-protein interactions. I. J. Medical Informatics 75(6): 430-442 (2006)
	2005
4		Tapio Pahikkala, Sampo Pyysalo, Filip Ginter, Jorma Boberg, Jouni Järvinen, Tapio Salakoski: Kernels Incorporating Word Positional Information in Natural Language Disambiguation Tasks. FLAIRS Conference 2005: 442-448
3		Evgeni Tsivtsivadze, Tapio Pahikkala, Sampo Pyysalo, Jorma Boberg, Aleksandr Mylläri, Tapio Salakoski: Regularized Least-Squares for Parse Ranking. IDA 2005: 464-474
2		Tapio Pahikkala, Filip Ginter, Jorma Boberg, Jouni Järvinen, Tapio Salakoski: Contextual weighting for Support Vector Machines in literature mining: an application to gene versus protein name disambiguation. BMC Bioinformatics 6: 157 (2005)
	2004
1		Filip Ginter, Tapio Pahikkala, Sampo Pyysalo, Jorma Boberg, Jouni Järvinen, Tapio Salakoski: Extracting Protein-Protein Interaction Sentences by Applying Rough Set Data Analysis. Rough Sets and Current Trends in Computing 2004: 780-785

Coauthor Index

1	Antti Airola	[12] [13] [14] [15] [20] [22] [23] [24] [25] [26] [27] [28] [29] [30] [31] [32] [33] [34] [36]
2	Tero Aittokallio	[11]
3	Barbro Back	[6] [7]
4	Bernard De Baets	[20] [21] [24] [27] [29]
5	Jari Björne	[12] [28]
6	Jorma Boberg	[1] [2] [3] [4] [5] [8] [9] [13] [14] [15] [16] [17] [19] [22] [35]
7	Fabian Gieseke	[18] [32] [36]
8	Filip Ginter	[1] [2] [4] [5] [10] [12] [28]
9	Juho Heimonen	[28]
10	Marketta Hiissa	[6] [7]
11	Jouni Järvinen	[1] [2] [4] [5] [15] [16]
12	Helena Karsten	[6] [7]
13	Oliver Kramer	[18] [32] [36]
14	Tuija Lehtikunnas	[6] [7]
15	Pasi Liljeberg	[31]
16	Jani S. Malminen	[11]
17	Aleksandr Mylläri	[3] [9]
18	Pekka Naula	[30] [33]
19	Olli Nevalainen	[11]
20	Olli Polo	[11]
21	Sampo Pyysalo	[1] [3] [4] [5] [10] [12] [16]
22	Tapio Salakoski	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [12] [13] [14] [16] [17] [19] [20] [21] [22] [23] [24] [25] [26] [27] [28] [29] [30] [31] [33] [34]
23	Sanna Salanterä	[6] [7]
24	Michiel Stock	[29]
25	Hanna Suominen	[6] [7] [14] [19] [35]
26	Hannu Tenhunen	[31]
27	Evgeni Tsivtsivadze	[3] [8] [13] [15] [17] [21]
28	Willem Waegeman	[20] [21] [24] [27] [29]
29	Thomas Canhao Xu	[31]

Last update Fri May 25 01:42:58 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page