 | 2012 |
| 23 |  | 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) |
| 2010 |
| 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 |
| 2009 |
| 21 |  | Tapio Pahikkala,
Hanna Suominen,
Jorma Boberg,
Tapio Salakoski:
Efficient Hold-Out for Subset of Regressors.
ICANNGA 2009: 350-359 |
| 20 |  | 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) |
| 19 |  | 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) |
| 18 |  | 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 |
| 17 |  | Tapio Pahikkala,
Antti Airola,
Hanna Suominen,
Jorma Boberg,
Tapio Salakoski:
Efficient AUC Maximization with Regularized Least-Squares.
SCAI 2008: 12-19 |
| 16 |  | Evgeni Tsivtsivadze,
Tapio Pahikkala,
Antti Airola,
Jorma Boberg,
Tapio Salakoski:
A Sparse Regularized Least-Squares Preference Learning Algorithm.
SCAI 2008: 76-83 |
| 2007 |
| 15 |  | Evgeni Tsivtsivadze,
Jorma Boberg,
Tapio Salakoski:
Locality Kernels for Protein Classification.
WABI 2007: 2-11 |
| 14 |  | Sampo Pyysalo,
Filip Ginter,
Juho Heimonen,
Jari Björne,
Jorma Boberg,
Jouni Järvinen,
Tapio Salakoski:
BioInfer: a corpus for information extraction in the biomedical domain.
BMC Bioinformatics 8: (2007) |
| 2006 |
| 13 |  | Tapio Pahikkala,
Jorma Boberg,
Aleksandr Mylläri,
Tapio Salakoski:
Incorporating External Information in Bayesian Classifiers Via Linear Feature Transformations.
FinTAL 2006: 399-410 |
| 12 |  | Filip Ginter,
Sampo Pyysalo,
Jorma Boberg,
Tapio Salakoski:
Regular Approximation of Link Grammar.
FinTAL 2006: 564-575 |
| 11 |  | Evgeni Tsivtsivadze,
Tapio Pahikkala,
Jorma Boberg,
Tapio Salakoski:
Locality-Convolution Kernel and Its Application to Dependency Parse Ranking.
IEA/AIE 2006: 610-618 |
| 10 |  | 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 |
| 9 |  | 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 |
| 8 |  | Evgeni Tsivtsivadze,
Tapio Pahikkala,
Sampo Pyysalo,
Jorma Boberg,
Aleksandr Mylläri,
Tapio Salakoski:
Regularized Least-Squares for Parse Ranking.
IDA 2005: 464-474 |
| 7 |  | 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 |
| 6 |  | Filip Ginter,
Sampo Pyysalo,
Jorma Boberg,
Jouni Järvinen,
Tapio Salakoski:
Ontology-Based Feature Transformations: A Data-Driven Approach.
EsTAL 2004: 280-291 |
| 5 |  | 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 |
| 4 |  | Filip Ginter,
Jorma Boberg,
Jouni Järvinen,
Tapio Salakoski:
New Techniques for Disambiguation in Natural Language and Their Application to Biological Text.
Journal of Machine Learning Research 5: 605-621 (2004) |
| 2001 |
| 3 |  | Pentti Riikonen,
Jorma Boberg,
Tapio Salakoski,
Mauno Vihinen:
BioWAP, mobile Internet service for bioinformatics.
Bioinformatics 17(9): 855-856 (2001) |
| 1997 |
| 2 |  | Jorma Boberg,
Tapio Salakoski:
Representative noise-free complete-link classification with application to protein structures.
Pattern Recognition 30(3): 467-482 (1997) |
| 1993 |
| 1 |  | Jorma Boberg,
Tapio Salakoski:
General formulation and evaluation of agglomerative clustering methods with metric and non-metric distances.
Pattern Recognition 26(9): 1395-1406 (1993) |