Mauricio A. Valle

According to our database, Mauricio A. Valle authored at least 16 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Evolving demographics: a dynamic clustering approach to analyze residential segregation in Berlin.

Victor Hugo Masias, Julia Stier, Pilar Navarro R., Mauricio A. Valle, Sigifredo Laengle, Augusto Vargas, Fernando A. Crespo

EPJ Data Sci., December, 2024

2023

The Capabilities of Boltzmann Machines to Detect and Reconstruct Ising System's Configurations from a Given Temperature.

Mauricio A. Valle

Entropy, December, 2023

2022

The Backbone of the Financial Interaction Network using a Maximum Entropy Distribution.

Mauricio A. Valle, Felipe Urbina

Adv. Complex Syst., 2022

The minimal representation of a system with interacting units using Boltzmann machines.

Mauricio A. Valle, Felipe Urbina

Proceedings of the 3rd European Symposium on Software Engineering, 2022

2021

Equity Market Description under High and Low Volatility Regimes Using Maximum Entropy Pairwise Distribution.

Mauricio A. Valle, Jaime F. Lavin, Nicolás S. Magner

Entropy, 2021

A Network-Based Approach to Study Returns Synchronization of Stocks: The Case of Global Equity Markets.

Jaime F. Lavin, Mauricio A. Valle, Nicolás S. Magner

Complex., 2021

Finding Hierarchical Structures of Disordered Systems: An Application for Market Basket Analysis.

Mauricio A. Valle, Gonzalo A. Ruz

IEEE Access, 2021

2020

The Volatility Forecasting Power of Financial Network Analysis.

Nicolás S. Magner, Jaime F. Lavin, Mauricio A. Valle, Nicolás Hardy

Complex., 2020

2019

Modeling Overlapped Mutual Funds' Portfolios: A Bipartite Network Approach.

Jaime F. Lavin, Mauricio A. Valle, Nicolás S. Magner

Complex., 2019

Market Basket Analysis Using Boltzmann Machines.

Mauricio A. Valle, Gonzalo A. Ruz

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Text and Time Series, 2019

2018

Market basket analysis: Complementing association rules with minimum spanning trees.

Mauricio A. Valle, Gonzalo A. Ruz, Rodrigo Morrás

Expert Syst. Appl., 2018

Transactional Database Analysis by Discovering Pairwise Interactions Strengths.

Mauricio A. Valle, Gonzalo A. Ruz, Sergio Rica

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

2017

Using self-organizing maps to model turnover of sales agents in a call center.

Mauricio A. Valle, Gonzalo A. Ruz, Victor Hugo Masias

Appl. Soft Comput., 2017

Market Basket Analysis Using Minimum Spanning Trees.

Mauricio A. Valle, Gonzalo A. Ruz, Rodrigo Morrás

Proceedings of the Network Intelligence Meets User Centered Social Media Networks [4th European Network Intelligence Conference, 2017

2015

Turnover Prediction in a Call Center: Behavioral Evidence of Loss Aversion using Random Forest and Naïve Bayes Algorithms.

Mauricio A. Valle, Gonzalo A. Ruz

Appl. Artif. Intell., 2015

2012

Job performance prediction in a call center using a naive Bayes classifier.

Mauricio A. Valle, Samuel Varas, Gonzalo A. Ruz

Expert Syst. Appl., 2012