Tapio
Pahikkala
professori, data-analytiikka
Professor
Julkaisut
Arctic soil hydraulic conductivity and soil type recognition based on aerial gamma-ray spectroscopy and topographical data (2014)
International Conference on Pattern Recognition
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
Predicting water permeability of the soil based on open data (2014)
IFIP Advances in Information and Communication Technology
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
Identification of functionally related enzymes by learning-to-rank methods (2014)
IEEE/ACM Transactions on Computational Biology and Bioinformatics
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
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
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
Analyzing the Japanese Toxicogenomics Project Dataset with SVM and RLS Classifiers (2013)
(Muu (O2))Comparison of chlorophyll fluorescence curves and texture analysis for automatic plant identification (2013)
Precision Agriculture
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
Parallel Feature Selection for Regularized Least-Squares (2013)
Lecture Notes in Computer Science
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
Kernel-Based Learning of Conditional Utility Functions (2013)
(Muu (O2))Pairwise kernel methods for predicting molecular interactions (2013)
(Muu (O2))Genetic variants and their interactions in disease risk prediction - machine learning and network perspectives (2013)
BioData Mining
(Vertaisarvioitu katsausartikkeli tieteellisessä aikakauslehdessä (A2))