Search results for "Tapio Pahikkala"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Tapio Pahikkala, Hanna Suominen, Jorma Boberg	Efficient cross-validation for kernelized least-squares regression with sparse basis expansions.	Machine Learning	2012	DBLP DOI BibTeX RDF
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	Tapio Pahikkala, Willem Waegeman, Evgeni Tsivtsivadze, Tapio Salakoski, Bernard De Baets	Learning intransitive reciprocal relations with kernel methods.	European Journal of Operational Research	2010	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	Evgeni Tsivtsivadze, Tapio Pahikkala, Jorma Boberg, Tapio Salakoski	Locality kernels for sequential data and their applications to parse ranking.	Appl. Intell.	2009	DBLP DOI BibTeX RDF	Parse ranking, Regularized least-squares, Natural language processing, Kernel methods
1	Tapio Pahikkala, Sampo Pyysalo, Jorma Boberg, Jouni Järvinen, Tapio Salakoski	Matrix representations, linear transformations, and kernels for disambiguation in natural language.	Machine Learning	2009	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	Tapio Pahikkala, Hanna Suominen, Jorma Boberg, Tapio Salakoski	Efficient Hold-Out for Subset of Regressors.	ICANNGA	2009	DBLP DOI BibTeX RDF
1	Fabian Gieseke, Tapio Pahikkala, Oliver Kramer	Fast evolutionary maximum margin clustering.	ICML	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	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
1	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	2007	DBLP DOI BibTeX RDF
1	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	2006	DBLP DOI BibTeX RDF
1	Hanna Suominen, Tapio Pahikkala, Marketta Hiissa, Tuija Lehtikunnas, Barbro Back, Helena Karsten, Sanna Salanterä, Tapio Salakoski	Relevance Ranking of Intensive Care Nursing Narratives.	KES	2006	DBLP DOI BibTeX RDF
1	Evgeni Tsivtsivadze, Tapio Pahikkala, Jorma Boberg, Tapio Salakoski	Locality-Convolution Kernel and Its Application to Dependency Parse Ranking.	IEA/AIE	2006	DBLP DOI BibTeX RDF
1	Tapio Salakoski, Filip Ginter, Sampo Pyysalo, Tapio Pahikkala (eds.)	Advances in Natural Language Processing, 5th International Conference on NLP, FinTAL 2006, Turku, Finland, August 23-25, 2006, Proceedings	FinTAL	2006	DBLP BibTeX RDF
1	Tapio Pahikkala, Jorma Boberg, Aleksandr Mylläri, Tapio Salakoski	Incorporating External Information in Bayesian Classifiers Via Linear Feature Transformations.	FinTAL	2006	DBLP DOI BibTeX RDF
1	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	DBLP DOI BibTeX RDF
1	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	2005	DBLP DOI BibTeX RDF
1	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	DBLP BibTeX RDF
1	Evgeni Tsivtsivadze, Tapio Pahikkala, Sampo Pyysalo, Jorma Boberg, Aleksandr Mylläri, Tapio Salakoski	Regularized Least-Squares for Parse Ranking.	IDA	2005	DBLP DOI BibTeX RDF
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	DBLP DOI BibTeX RDF

Publications of "Tapio Pahikkala" ( http://dblp.L3S.de/Authors/Tapio_Pahikkala )