Antti Airola

Parallelized Online Regularized Least-Squares for Adaptive Embedded Systems (2012)

International Journal of Embedded and Real-Time Communication Systems

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

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

Implementation and Analysis of Block Dense Matrix Decomposition on Network-on-Chips (2012)

International Conference on High Performance Computing and Communication

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

(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))

Wrapper-based selection of genetic features in genome-wide association studies through fast matrix operations (2012)

Algorithms for Molecular Biology

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

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

Drug-drug Interaction Extraction from Biomedical Texts with {SVM} and {RLS} Classifiers (2011)

Björne J, Airola A, Pahikkala T, 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))

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))

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))

On Learning and Cross-Validation with Decomposed Nystrom Approximation of Kernel Matrix (2011)

Neural Processing Letters

Antti Airola, Tapio Pahikkala, Tapio Salakoski

(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))

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))

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Parallelized Online Regularized Least-Squares for Adaptive Embedded Systems (2012)

Implementation and Analysis of Block Dense Matrix Decomposition on Network-on-Chips (2012)

Wrapper-based selection of genetic features in genome-wide association studies through fast matrix operations (2012)

Drug-drug Interaction Extraction from Biomedical Texts with {SVM} and {RLS} Classifiers (2011)

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

Learning Multi-Label Predictors under Sparsity Budget (2011)

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

On Learning and Cross-Validation with Decomposed Nystrom Approximation of Kernel Matrix (2011)

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

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