Efficient cross-validation for kernelized least-squares regression with sparse basis expansions.
Mach. Learn., 2012
Applying Permutation Tests for Assessing the Statistical Significance of Wrapper Based Feature Selection.
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010
Co-Regularized Least-Squares for Label Ranking.
Proceedings of the Preference Learning., 2010
An efficient algorithm for learning to rank from preference graphs.
Mach. Learn., 2009
Matrix representations, linear transformations, and kernels for disambiguation in natural language.
Mach. Learn., 2009
Locality kernels for sequential data and their applications to parse ranking.
Appl. Intell., 2009
Efficient Hold-Out for Subset of Regressors.
Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009
Kernels for Text Analysis.
Proceedings of the Advances of Computational Intelligence in Industrial Systems, 2008
A Sparse Regularized Least-Squares Preference Learning Algorithm.
Proceedings of the Tenth Scandinavian Conference on Artificial Intelligence, 2008
Efficient AUC Maximization with Regularized Least-Squares.
Proceedings of the Tenth Scandinavian Conference on Artificial Intelligence, 2008
BioInfer: a corpus for information extraction in the biomedical domain.
BMC Bioinform., 2007
Locality Kernels for Protein Classification.
Proceedings of the Algorithms in Bioinformatics, 7th International Workshop, 2007
Evaluation of two dependency parsers on biomedical corpus targeted at protein-protein interactions.
Int. J. Medical Informatics, 2006
Locality-Convolution Kernel and Its Application to Dependency Parse Ranking.
Proceedings of the Advances in Applied Artificial Intelligence, 2006
Incorporating External Information in Bayesian Classifiers Via Linear Feature Transformations.
Proceedings of the Advances in Natural Language Processing, 2006
Regular Approximation of Link Grammar.
Proceedings of the Advances in Natural Language Processing, 2006
Contextual weighting for Support Vector Machines in literature mining: an application to gene versus protein name disambiguation.
BMC Bioinform., 2005
Regularized Least-Squares for Parse Ranking.
Proceedings of the Advances in Intelligent Data Analysis VI, 2005
Kernels Incorporating Word Positional Information in Natural Language Disambiguation Tasks.
Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, 2005
New Techniques for Disambiguation in Natural Language and Their Application to Biological Text.
J. Mach. Learn. Res., 2004
Ontology-Based Feature Transformations: A Data-Driven Approach.
Proceedings of the Advances in Natural Language Processing, 4th International Conference, 2004
Extracting Protein-Protein Interaction Sentences by Applying Rough Set Data Analysis.
Proceedings of the Rough Sets and Current Trends in Computing, 2004
Analysis of Link Grammar on Biomedical Dependency Corpus Targeted at Protein-Protein Interactions.
Proceedings of the International Joint Workshop on Natural Language Processing in Biomedicine and its Applications, 2004
Mobile access to biological databases on the Internet.
IEEE Trans. Biomed. Eng., 2002
BioWAP, mobile Internet service for bioinformatics.
Bioinform., 2001
Representative noise-free complete-link classification with application to protein structures.
Pattern Recognit., 1997
General formulation and evaluation of agglomerative clustering methods with metric and non-metric distances.
Pattern Recognit., 1993