Tapio Pahikkala

Learning Preference Relations with Kronecker Kernels: Some Theoretical and Algorithmic results (2012)

Pahikkala T

(O2 Muu julkaisu )

Learning Multi-Label Predictors under Sparsity Budget (2011)

Frontiers in Artificial Intelligence and Applications

Naula P, Pahikkala T, Airola A, Salakoski T

(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))

Greedy Regularized Least-Squares for Multi-Task Learning (2011)

Naula P, Pahikkala T, Airola A, Salakoski T

(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))

Drug-Drug Interaction Extraction with RLS and SVM Classifiers (2011)

CEUR Workshop Proceedings

Jari Björne, Antti Airola, Tapio Pahikkala, Tapio Salakoski

(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))

An Improved Training Algorithm for the Linear Ranking Support Vector Machine (2011)

Lecture Notes in Computer Science

Airola A, Pahikkala T, Salakoski T

(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)

EXTRACTING CONTEXTUALIZED COMPLEX BIOLOGICAL EVENTS WITH RICH GRAPH-BASED FEATURE SETS (2011)

Computational Intelligence

Bjorne J, Heimonen J, Ginter F, Airola A, Pahikkala T, Salakoski T

(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))

An experimental comparison of cross-validation techniques for estimating the area under the ROC curve (2011)

Computational Statistics and Data Analysis

Airola A, Pahikkala T, Waegeman W, De Baets B, Salakoski T

(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))

A parallel online regularized least-squares machine learning algorithm for future multi-core processors (2011)

Pahikkala T, Airola A, Xu TC, Liljeberg P, Tenhunen H, Salakoski T

(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))

Training linear ranking SVMs in linearithmic time using red-black trees (2011)

Pattern Recognition Letters

Antti Airola, Tapio Pahikkala, Tapio Salakoski

(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))

Fast and Parallelized Greedy Forward Selection of Genetic Variants in Genome-Wide Association Studies (2011)

Okser S, Pahikkala T, Airola A, Aittokallio T, Salakoski T

(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))

Ota yhteyttä

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Julkaisut

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Learning Preference Relations with Kronecker Kernels: Some Theoretical and Algorithmic results (2012)

Learning Multi-Label Predictors under Sparsity Budget (2011)

Greedy Regularized Least-Squares for Multi-Task Learning (2011)

Drug-Drug Interaction Extraction with RLS and SVM Classifiers (2011)

An Improved Training Algorithm for the Linear Ranking Support Vector Machine (2011)

EXTRACTING CONTEXTUALIZED COMPLEX BIOLOGICAL EVENTS WITH RICH GRAPH-BASED FEATURE SETS (2011)

An experimental comparison of cross-validation techniques for estimating the area under the ROC curve (2011)

A parallel online regularized least-squares machine learning algorithm for future multi-core processors (2011)

Training linear ranking SVMs in linearithmic time using red-black trees (2011)

Fast and Parallelized Greedy Forward Selection of Genetic Variants in Genome-Wide Association Studies (2011)