785 citations · 1.3k across the 10 of their papers we have counts for
10 papers
A Cross Entropy test allows quantitative statistical comparison of t-SNE and UMAP representations
Carlos P. Roca1, Oliver T. Burton, Julika Neumann +4
The advent of high dimensional single cell data in the biomedical sciences has necessitated the development of dimensionality-reduction tools. t-SNE and UMAP are the two most frequ…
Variation-preserving normalization unveils blind spots in gene expression profiling
Carlos P. Roca, Susana I. L. Gomes, Mónica J. B. Amorim +1
RNA-Seq and gene expression microarrays provide comprehensive profiles of gene activity, but lack of reproducibility has hindered their application. A key challenge in the data ana…
Percolate or die: Multi-percolation decides the struggle between competing innovations
Carlos P. Roca, Moez Draief, Dirk Helbing
Competition is one of the most fundamental phenomena in physics, biology and economics. Recent studies of the competition between innovations have highlighted the influence of swit…
Evolutionary game theory: Temporal and spatial effects beyond replicator dynamics
Carlos P. Roca, José A. Cuesta, Angel Sánchez
Evolutionary game dynamics is one of the most fruitful frameworks for studying evolution in different disciplines, from Biology to Economics. Within this context, the approach of c…
Imperfect Imitation Can Enhance Cooperation
Carlos P. Roca, José A. Cuesta, Angel Sánchez
The promotion of cooperation on spatial lattices is an important issue in evolutionary game theory. This effect clearly depends on the update rule: it diminishes with stochastic im…
Promotion of cooperation on networks? The myopic best response case
Carlos P. Roca, Jose A. Cuesta, Angel Sanchez
We address the issue of the effects of considering a network of contacts on the emergence of cooperation on social dilemmas under myopic best response dynamics. We begin by summari…