5 citations · 6 across the 3 of their papers we have counts for
3 papers
cs.AI2018★ 1 cited
Algorithmic Causal Deconvolution of Intertwined Programs and Networks by Generative Mechanism
Hector Zenil, Narsis A. Kiani, Allan A. Zea +1
Complex data usually results from the interaction of objects produced by different generating mechanisms. Here we introduce a universal, unsupervised and parameter-free model-orien…
cs.DS2018★ 5 cited
Minimal Algorithmic Information Loss Methods for Dimension Reduction, Feature Selection and Network Sparsification
Hector Zenil, Narsis A. Kiani, Alyssa Adams +5
We present a novel, domain-agnostic, model-independent, unsupervised, and universally applicable Machine Learning approach for dimensionality reduction based on the principles of a…
q-bio.MN2016
Characterizing the structure of protein-protein interaction networks
Allan A. Zea, Antonio Rueda-Toicen
Network theorists have developed methods to characterize the complex interactions in natural phenomena. The structure of the network of interactions between proteins is important i…