Search results for "Antti Airola"

Hits ?▲	Authors	Title	Venue	Year	Link
1	Fabian Gieseke, Antti Airola, Tapio Pahikkala, Oliver Kramer	Sparse Quasi-Newton Optimization for Semi-supervised Support Vector Machines.	ICPRAM	2012	DBLP BibTeX RDF
1	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	2011	DBLP DOI BibTeX RDF
1	Willem Waegeman, Tapio Pahikkala, Antti Airola, Tapio Salakoski, Michiel Stock, Bernard De Baets	A kernel-based framework for learning graded relations from data	CoRR	2011	DBLP BibTeX RDF
1	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	2011	DBLP DOI BibTeX RDF
1	Antti Airola, Tapio Pahikkala, Tapio Salakoski	On Learning and Cross-Validation with Decomposed Nyström Approximation of Kernel Matrix.	Neural Processing Letters	2011	DBLP DOI BibTeX RDF
1	Antti Airola, Tapio Pahikkala, Tapio Salakoski	Training linear ranking SVMs in linearithmic time using red-black trees.	Pattern Recognition Letters	2011	DBLP DOI BibTeX RDF
1	Pekka Naula, Tapio Pahikkala, Antti Airola, Tapio Salakoski	Greedy Regularized Least-Squares for Multi-task Learning.	ICDM Workshops	2011	DBLP DOI BibTeX RDF
1	Antti Airola, Tapio Pahikkala, Tapio Salakoski	An Improved Training Algorithm for the Linear Ranking Support Vector Machine.	ICANN	2011	DBLP DOI BibTeX RDF
1	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	DBLP BibTeX RDF
1	Pekka Naula, Tapio Pahikkala, Antti Airola, Tapio Salakoski	Learning Multi-Label Predictors under Sparsity Budget.	SCAI	2011	DBLP DOI BibTeX RDF
1	Fabian Gieseke, Oliver Kramer, Antti Airola, Tapio Pahikkala	Speedy Local Search for Semi-Supervised Regularized Least-Squares.	KI	2011	DBLP DOI BibTeX RDF
1	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	2010	DBLP BibTeX RDF
1	Tapio Pahikkala, Willem Waegeman, Antti Airola, Tapio Salakoski, Bernard De Baets	Conditional Ranking on Relational Data.	ECML/PKDD	2010	DBLP DOI BibTeX RDF
1	Antti Airola, Tapio Pahikkala, Jorma Boberg, Tapio Salakoski	Applying Permutation Tests for Assessing the Statistical Significance of Wrapper Based Feature Selection.	ICMLA	2010	DBLP DOI BibTeX RDF
1	Tapio Pahikkala, Antti Airola, Tapio Salakoski	Speeding Up Greedy Forward Selection for Regularized Least-Squares.	ICMLA	2010	DBLP DOI BibTeX RDF
1	Tapio Pahikkala, Evgeni Tsivtsivadze, Antti Airola, Jouni Järvinen, Jorma Boberg	An efficient algorithm for learning to rank from preference graphs.	Machine Learning	2009	DBLP DOI BibTeX RDF
1	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	2008	DBLP DOI BibTeX RDF
1	Sampo Pyysalo, Antti Airola, Juho Heimonen, Jari Björne, Filip Ginter, Tapio Salakoski	Comparative analysis of five protein-protein interaction corpora.	BMC Bioinformatics	2008	DBLP DOI BibTeX RDF
1	Evgeni Tsivtsivadze, Tapio Pahikkala, Antti Airola, Jorma Boberg, Tapio Salakoski	A Sparse Regularized Least-Squares Preference Learning Algorithm.	SCAI	2008	DBLP BibTeX RDF
1	Tapio Pahikkala, Antti Airola, Hanna Suominen, Jorma Boberg, Tapio Salakoski	Efficient AUC Maximization with Regularized Least-Squares.	SCAI	2008	DBLP BibTeX RDF

Publications of "Antti Airola" ( http://dblp.L3S.de/Authors/Antti_Airola )