Antti Airola

Pairwise kernel methods for predicting molecular interactions (2013)

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

(Muu (O2))

Efficient regularized least-squares algorithms for conditional ranking on relational data (2013)

Machine Learning

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

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

Analyzing the Japanese Toxicogenomics Project Dataset with SVM and RLS Classifiers (2013)

Björne J, Airola A, Pahikkala T, Salakoski T

(Muu (O2))

Statistical Parsing of Varieties of Clinical Finnish (2013)

International louhi workshop on health document text mining and information analysis

Laippala V, Viljanen T, Airola A, Nyblom J, Salanterä S, Salakoski T, Ginter F

(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))

A Machine Learning Approach Towards Early Detection of Frequent Health Care Users (2013)

International Louhi Workshop on Health Document Text Mining and Information Analysis

Antti Airola, Tapio Pahikkala, Heljä Lundgrén-Laine, Anne Santalahti, Päivi Rautava, Sanna Salanterä, Tapio Salakoski

(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))

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))

Sparse Quasi-{Newton} Optimization for Semi-Supervised Support Vector Machines (2012)

Gieseke F, Airola A, Pahikkala T, Kramer O

(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))

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))

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))

Machine Learning and Performance Estimation Methods for Ranking Problems (2012)

Airola A

(Vertaisarvioimaton konferenssijulkaisu (B3))

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Pairwise kernel methods for predicting molecular interactions (2013)

Efficient regularized least-squares algorithms for conditional ranking on relational data (2013)

Analyzing the Japanese Toxicogenomics Project Dataset with SVM and RLS Classifiers (2013)

Statistical Parsing of Varieties of Clinical Finnish (2013)

A Machine Learning Approach Towards Early Detection of Frequent Health Care Users (2013)

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

Sparse Quasi-{Newton} Optimization for Semi-Supervised Support Vector Machines (2012)

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

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

Machine Learning and Performance Estimation Methods for Ranking Problems (2012)