59 citations · 252 across the 21 of their papers we have counts for
3 papers · 1 filter
Manifold Alignment with Label Information
Andres F. Duque, Myriam Lizotte, Guy Wolf +1
Multi-domain data is becoming increasingly common and presents both challenges and opportunities in the data science community. The integration of distinct data-views can be used f…
Diffusion Transport Alignment
Andres F. Duque, Guy Wolf, Kevin R. Moon
The integration of multimodal data presents a challenge in cases when the study of a given phenomena by different instruments or conditions generates distinct but related domains.…
Geometry- and Accuracy-Preserving Random Forest Proximities
Jake S. Rhodes, Adele Cutler, Kevin R. Moon
Random forests are considered one of the best out-of-the-box classification and regression algorithms due to their high level of predictive performance with relatively little tunin…