Tapio Pahikkala

A two-step learning approach for solving full and almost full cold start problems in dyadic prediction (2014)

The European Conferences on Machine Learning (ECML) and on Principles and Practice of Knowledge Discovery in Data Bases (PKDD), Lecture Notes in Computer Science

Tapio Pahikkala, Michiel Stock, Antti Airola, Tero Aittokallio, Bernard De Baets, Willem Waegeman

(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))

On Unsupervised Training of Multi-Class Regularized Least-Squares Classifiers (2014)

Journal of Computer Science and Technology

Tapio Pahikkala, Antti Airola, Fabian Gieseke, Oliver Kramer

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

On Parallel Online Learning for Adaptive Embedded Systems (2014)

Tapio Pahikkala, Antti Airola, Thomas Canhao Xu, Pasi Liljeberg, Hannu Tenhunen, Tapio Salakoski

(Vertaisarvioitu artikkeli kokoomateoksessa (A3))

Multi-Label Learning under Feature Extraction Budgets (2014)

Pattern Recognition Letters

Pekka Naula, Antti Airola, Tapio Salakoski, Tapio Pahikkala

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

Arctic soil hydraulic conductivity and soil type recognition based on aerial gamma-ray spectroscopy and topographical data (2014)

International Conference on Pattern Recognition

Jonne Pohjankukka, Paavo Nevalainen, Tapio Pahikkala, Pekka Hänninen, Eija Hyvönen, Raimo Sutinen, Jukka Heikkonen

(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))

Predicting binding affinities between drug compounds and kinase targets (2014)

International workshop on machine learning in systems biology

Anna Cichonska, Tapio Pahikkala, Antti Airola, Juho Rousu, Tero Aittokallio

(O2 Muu julkaisu )

Multi-Agent based Architecture for Dynamic VM Consolidation in Cloud Data Centers (2014)

Euromicro conference on software engineering and advanced applications

Fahimeh Farahnakian, Tapio Pahikkala, Pasi Liljeberg, Juha Plosila, Hannu Tenhunen

(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))

Regularized Machine Learning in the Genetic Prediction of Complex Traits (2014)

PLoS Genetics

Sebastian Okser, Tapio Pahikkala, Antti Airola, Tapio Salakoski, Samuli Ripatti, Tero Aittokallio

(Vertaisarvioitu katsausartikkeli tieteellisessä aikakauslehdessä (A2))

Optimized Multicore Architectures for Data Parallel Fast Fourier Transform (2013)

Thomas Canhao Xu, Tapio Pahikkala, Pasi Liljeberg, Juha Plosila, Hannu Tenhunen

(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))

Pairwise kernel methods for predicting molecular interactions (2013)

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

(O2 Muu julkaisu )

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A two-step learning approach for solving full and almost full cold start problems in dyadic prediction (2014)

On Unsupervised Training of Multi-Class Regularized Least-Squares Classifiers (2014)

On Parallel Online Learning for Adaptive Embedded Systems (2014)

Multi-Label Learning under Feature Extraction Budgets (2014)

Arctic soil hydraulic conductivity and soil type recognition based on aerial gamma-ray spectroscopy and topographical data (2014)

Predicting binding affinities between drug compounds and kinase targets (2014)

Multi-Agent based Architecture for Dynamic VM Consolidation in Cloud Data Centers (2014)

Regularized Machine Learning in the Genetic Prediction of Complex Traits (2014)

Optimized Multicore Architectures for Data Parallel Fast Fourier Transform (2013)

Pairwise kernel methods for predicting molecular interactions (2013)