Mauricio A. Valle

16 papers B 1Journal 12Unranked 3
YearRankTypeTitle / Venue / Authors
2024 J jnl
Evolving demographics: a dynamic clustering approach to analyze residential segregation in Berlin.
EPJ Data Sci.
Victor Hugo Masias, Julia Stier, Pilar Navarro R., Mauricio A. Valle, Sigifredo Laengle, Augusto Vargas, Fernando A. Crespo
2023 J jnl
The Capabilities of Boltzmann Machines to Detect and Reconstruct Ising System's Configurations from a Given Temperature.
Entropy
Mauricio A. Valle
2022 J jnl
The Backbone of the Financial Interaction Network using a Maximum Entropy Distribution.
Adv. Complex Syst.
Mauricio A. Valle, Felipe Urbina
2022 — conf
The minimal representation of a system with interacting units using Boltzmann machines.
ESSE
Mauricio A. Valle, Felipe Urbina
2021 J jnl
A Network-Based Approach to Study Returns Synchronization of Stocks: The Case of Global Equity Markets.
Complex.
Jaime F. Lavin, Mauricio A. Valle, Nicolás S. Magner
2021 J jnl
Equity Market Description under High and Low Volatility Regimes Using Maximum Entropy Pairwise Distribution.
Entropy
Mauricio A. Valle, Jaime F. Lavin, Nicolás S. Magner
2021 J jnl
Finding Hierarchical Structures of Disordered Systems: An Application for Market Basket Analysis.
IEEE Access
Mauricio A. Valle, Gonzalo A. Ruz
2020 J jnl
The Volatility Forecasting Power of Financial Network Analysis.
Complex.
Nicolás S. Magner, Jaime F. Lavin, Mauricio A. Valle, Nicolás Hardy
2019 — conf
Market Basket Analysis Using Boltzmann Machines.
ICANN (4)
Mauricio A. Valle, Gonzalo A. Ruz
2019 J jnl
Modeling Overlapped Mutual Funds' Portfolios: A Bipartite Network Approach.
Complex.
Jaime F. Lavin, Mauricio A. Valle, Nicolás S. Magner
2018 J jnl
Market basket analysis: Complementing association rules with minimum spanning trees.
Expert Syst. Appl.
Mauricio A. Valle, Gonzalo A. Ruz, Rodrigo Morrás
2018 B conf
Transactional Database Analysis by Discovering Pairwise Interactions Strengths.
ASONAM
Mauricio A. Valle, Gonzalo A. Ruz, Sergio Rica
2017 — conf
Market Basket Analysis Using Minimum Spanning Trees.
ENIC
Mauricio A. Valle, Gonzalo A. Ruz, Rodrigo Morrás
2017 J jnl
Using self-organizing maps to model turnover of sales agents in a call center.
Appl. Soft Comput.
Mauricio A. Valle, Gonzalo A. Ruz, Victor Hugo Masias
2015 J jnl
Turnover Prediction in a Call Center: Behavioral Evidence of Loss Aversion using Random Forest and Naïve Bayes Algorithms.
Appl. Artif. Intell.
Mauricio A. Valle, Gonzalo A. Ruz
2012 J jnl
Job performance prediction in a call center using a naive Bayes classifier.
Expert Syst. Appl.
Mauricio A. Valle, Samuel Varas, Gonzalo A. Ruz