Tapio Pahikkala

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

Pahikkala T

(O2 Muu julkaisu )

Efficient recurrent local search strategies for semi- and unsupervised regularized least-squares classification (2012)

Evolutionary Intelligence

Gieseke F, Kramer O, Airola A, Pahikkala T

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

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))

Unsupervised Multi-Class Regularized Least-Squares Classification (2012)

IEEE International Conference on Data Mining

Pahikkala T, Airola A, Gieseke F, Kramer O

(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))

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))

Learning Monadic and Dyadic Relations: Three Case Studies in Systems Biology (2012)

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

(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))

Efficient cross-validation for kernelized least-squares regression with sparse basis expansions (2012)

Machine Learning

Pahikkala T, Suominen H, Boberg J

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

A Kernel-Based Framework for Learning Graded Relations From Data (2012)

IEEE Transactions on Fuzzy Systems

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

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

Conditional Ranking Algorithms for Efficient Object Retrieval and Object Querying on Relational Data (2012)

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

(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))

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))

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

Efficient recurrent local search strategies for semi- and unsupervised regularized least-squares classification (2012)

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

Unsupervised Multi-Class Regularized Least-Squares Classification (2012)

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

Learning Monadic and Dyadic Relations: Three Case Studies in Systems Biology (2012)

Efficient cross-validation for kernelized least-squares regression with sparse basis expansions (2012)

A Kernel-Based Framework for Learning Graded Relations From Data (2012)

Conditional Ranking Algorithms for Efficient Object Retrieval and Object Querying on Relational Data (2012)

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