4 citations · 7 across the 3 of their papers we have counts for
4 papers
Scentree: a framework for generating scenario trees for multistage stochastic programming
Cristian Pachón-García, Albert Solà Vilalta, F-. Javier Heredia
We present scentree, an open-source Python package for constructing a scenario fan and a scenario tree for multistage stochastic programming from historical data. It combines machi…
Functional relevance based on the continuous Shapley value
Pedro Delicado, Cristian Pachón-García
The presence of artificial intelligence (AI) in our society is increasing, which brings with it the need to understand the behavior of AI mechanisms, including machine learning pre…
SurvLIMEpy: A Python package implementing SurvLIME
Cristian Pachón-García, Carlos Hernández-Pérez, Pedro Delicado +1
In this paper we present SurvLIMEpy, an open-source Python package that implements the SurvLIME algorithm. This method allows to compute local feature importance for machine learni…
Multidimensional Scaling for Big Data
Pedro Delicado, Cristian Pachón-García
We present a set of algorithms implementing multidimensional scaling (MDS) for large data sets. MDS is a family of dimensionality reduction techniques using a distance…