Jorma Boberg

Publication Activity (10 Years)

Years Active: 1993-2012
Publications (10 Years): 0

Top Topics

Cross Validated

Error Estimates

Variable Selection

Hyperparameters

Top Venues

Publications

Tapio Pahikkala, Hanna Suominen, Jorma Boberg
Efficient cross-validation for kernelized least-squares regression with sparse basis expansions. Mach. Learn. 87 (3) (2012)
Antti Airola, Tapio Pahikkala, Jorma Boberg, Tapio Salakoski
Applying Permutation Tests for Assessing the Statistical Significance of Wrapper Based Feature Selection. ICMLA (2010)
Tapio Pahikkala, Evgeni Tsivtsivadze, Antti Airola, Jouni Järvinen, Jorma Boberg
An efficient algorithm for learning to rank from preference graphs. Mach. Learn. 75 (1) (2009)
Tapio Pahikkala, Hanna Suominen, Jorma Boberg, Tapio Salakoski
Efficient Hold-Out for Subset of Regressors. ICANNGA (2009)
Tapio Pahikkala, Sampo Pyysalo, Jorma Boberg, Jouni Järvinen, Tapio Salakoski
Matrix representations, linear transformations, and kernels for disambiguation in natural language. Mach. Learn. 74 (2) (2009)
Evgeni Tsivtsivadze, Tapio Pahikkala, Jorma Boberg, Tapio Salakoski
Locality kernels for sequential data and their applications to parse ranking. Appl. Intell. 31 (1) (2009)
Evgeni Tsivtsivadze, Tapio Pahikkala, Antti Airola, Jorma Boberg, Tapio Salakoski
A Sparse Regularized Least-Squares Preference Learning Algorithm. SCAI (2008)
Tapio Pahikkala, Antti Airola, Hanna Suominen, Jorma Boberg, Tapio Salakoski
Efficient AUC Maximization with Regularized Least-Squares. SCAI (2008)
Evgeni Tsivtsivadze, Jorma Boberg, Tapio Salakoski
Locality Kernels for Protein Classification. WABI (2007)
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 Bioinform. 8 (2007)
Evgeni Tsivtsivadze, Tapio Pahikkala, Jorma Boberg, Tapio Salakoski
Locality-Convolution Kernel and Its Application to Dependency Parse Ranking. IEA/AIE (2006)
Tapio Pahikkala, Jorma Boberg, Aleksandr Mylläri, Tapio Salakoski
Incorporating External Information in Bayesian Classifiers Via Linear Feature Transformations. FinTAL (2006)
Filip Ginter, Sampo Pyysalo, Jorma Boberg, Tapio Salakoski
Regular Approximation of Link Grammar. FinTAL (2006)
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. Int. J. Medical Informatics 75 (6) (2006)
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)
Evgeni Tsivtsivadze, Tapio Pahikkala, Sampo Pyysalo, Jorma Boberg, Aleksandr Mylläri, Tapio Salakoski
Regularized Least-Squares for Parse Ranking. IDA (2005)
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 Bioinform. 6 (2005)
Sampo Pyysalo, Filip Ginter, Tapio Pahikkala, Jorma Boberg, Jouni Järvinen, Tapio Salakoski, Jeppe Koivula
Analysis of Link Grammar on Biomedical Dependency Corpus Targeted at Protein-Protein Interactions. NLPBA/BioNLP (2004)
Filip Ginter, Sampo Pyysalo, Jorma Boberg, Jouni Järvinen, Tapio Salakoski
Ontology-Based Feature Transformations: A Data-Driven Approach. EsTAL (2004)
Filip Ginter, Jorma Boberg, Jouni Järvinen, Tapio Salakoski
New Techniques for Disambiguation in Natural Language and Their Application to Biological Text. J. Mach. Learn. Res. 5 (2004)
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)
Pentti Riikonen, Jorma Boberg, Tapio Salakoski, Mauno Vihinen
Mobile access to biological databases on the Internet. IEEE Trans. Biomed. Eng. 49 (12) (2002)
Pentti Riikonen, Jorma Boberg, Tapio Salakoski, Mauno Vihinen
BioWAP, mobile Internet service for bioinformatics. Bioinform. 17 (9) (2001)
Jorma Boberg, Tapio Salakoski
Representative noise-free complete-link classification with application to protein structures. Pattern Recognit. 30 (3) (1997)
Jorma Boberg, Tapio Salakoski
General formulation and evaluation of agglomerative clustering methods with metric and non-metric distances. Pattern Recognit. 26 (9) (1993)