Downloads provided by UsageCountsPlease grant OpenAIRE to access and update your ORCID works.
This Research product is the result of merged Research products in OpenAIRE.
You have already added 0 works in your ORCID record related to the merged Research product.
You have already added 0 works in your ORCID record related to the merged Research product.
This Research product is the result of merged Research products in OpenAIRE.
You have already added 0 works in your ORCID record related to the merged Research product.
You have already added 0 works in your ORCID record related to the merged Research product.
PIMKL: Pathway Induced Multiple Kernel Learning
Manica Matteo; Cadow Joris; Mathis Roland; Rodriguez Martinez Maria;
Manica Matteo; Cadow Joris; Mathis Roland; Rodriguez Martinez Maria;
PIMKL: Pathway Induced Multiple Kernel Learning
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
multiple kernel learning
multiple kernel learning
citations This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).0 popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.Average influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).Average impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.Average views 141 downloads 79 citations This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).0 popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.Average influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).Average impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.Average - 141views79downloads
popularity
Popularity provided by BIP!
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
Popularity provided by BIP!influenceInfluence provided by BIP!
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
Influence provided by BIP!impulseImpulse provided by BIP!
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
Impulse provided by BIP!viewsViews provided by UsageCounts
Views provided by UsageCountsdownloadsDownloads provided by UsageCounts
Downloads provided by UsageCounts Average
Average
Average
141
79
Beta
Funded by
Do the share buttons not appear? Please make sure, any blocking addon is disabled, and then reload the page.
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
Thank you for your feedback.
Before sending us your options, would you like to leave us your e-mail to notify you about the reporting status?
Do the share buttons not appear? Please make sure, any blocking addon is disabled, and then reload the page.