Antti Airola

	2012
20		Fabian Gieseke, Antti Airola, Tapio Pahikkala, Oliver Kramer: Sparse Quasi-Newton Optimization for Semi-supervised Support Vector Machines. ICPRAM (1) 2012: 45-54
	2011
19		Antti Airola, Tapio Pahikkala, Tapio Salakoski: An Improved Training Algorithm for the Linear Ranking Support Vector Machine. ICANN (1) 2011: 134-141
18		Pekka Naula, Tapio Pahikkala, Antti Airola, Tapio Salakoski: Greedy Regularized Least-Squares for Multi-task Learning. ICDM Workshops 2011: 527-533
17		Fabian Gieseke, Oliver Kramer, Antti Airola, Tapio Pahikkala: Speedy Local Search for Semi-Supervised Regularized Least-Squares. KI 2011: 87-98
16		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
15		Pekka Naula, Tapio Pahikkala, Antti Airola, Tapio Salakoski: Learning Multi-Label Predictors under Sparsity Budget. SCAI 2011: 30-39
14		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)
13		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)
12		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)
11		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)
10		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
9		Tapio Pahikkala, Willem Waegeman, Antti Airola, Tapio Salakoski, Bernard De Baets: Conditional Ranking on Relational Data. ECML/PKDD (2) 2010: 499-514
8		Tapio Pahikkala, Antti Airola, Tapio Salakoski: Speeding Up Greedy Forward Selection for Regularized Least-Squares. ICMLA 2010: 325-330
7		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
6		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
5		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
4		Tapio Pahikkala, Antti Airola, Hanna Suominen, Jorma Boberg, Tapio Salakoski: Efficient AUC Maximization with Regularized Least-Squares. SCAI 2008: 12-19
3		Evgeni Tsivtsivadze, Tapio Pahikkala, Antti Airola, Jorma Boberg, Tapio Salakoski: A Sparse Regularized Least-Squares Preference Learning Algorithm. SCAI 2008: 76-83
2		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)
1		Sampo Pyysalo, Antti Airola, Juho Heimonen, Jari Björne, Filip Ginter, Tapio Salakoski: Comparative analysis of five protein-protein interaction corpora. BMC Bioinformatics 9(S-3): (2008)

Coauthor Index

1	Bernard De Baets	[6] [9] [12] [14]
2	Jari Björne	[1] [2] [13]
3	Jorma Boberg	[3] [4] [5] [7]
4	Fabian Gieseke	[17] [20]
5	Filip Ginter	[1] [2] [13]
6	Juho Heimonen	[1] [13]
7	Jouni Järvinen	[5]
8	Oliver Kramer	[17] [20]
9	Pasi Liljeberg	[16]
10	Pekka Naula	[15] [18]
11	Tapio Pahikkala	[2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [13] [14] [15] [16] [17] [18] [19] [20]
12	Sampo Pyysalo	[1] [2]
13	Tapio Salakoski	[1] [2] [3] [4] [6] [7] [8] [9] [10] [11] [12] [13] [14] [15] [16] [18] [19]
14	Michiel Stock	[14]
15	Hanna Suominen	[4]
16	Hannu Tenhunen	[16]
17	Evgeni Tsivtsivadze	[3] [5]
18	Willem Waegeman	[6] [9] [12] [14]
19	Thomas Canhao Xu	[16]

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