10.5281/zenodo.3374413
https://zenodo.org/records/3374413
oai:zenodo.org:3374413
Manica Matteo
Manica Matteo
Cadow Joris
Cadow Joris
Mathis Roland
Mathis Roland
Rodriguez Martinez Maria
Rodriguez Martinez Maria
PIMKL: Pathway Induced Multiple Kernel Learning
Zenodo
2019
multiple kernel learning
2019-08-22
Poster
10.5281/zenodo.3374412
https://zenodo.org/communities/precise
https://zenodo.org/communities/ipc
https://zenodo.org/communities/eu
Creative Commons Attribution 4.0 International
What
• Accurate phenotype classification
• Biological interpretability
• Robustness to noise
• Handling curse of dimensionality
How
Exploit prior knowledge from biological
networks
• Apply multiple kernel learning for
feature encoding
• Use pathway annotations to enable
interpretability
European Commission
10.13039/501100000780
668858
PERSONALIZED ENGINE FOR CANCER INTEGRATIVE STUDY AND EVALUATION