Mauricio A. Valle

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 15

Top Topics

Boltzmann Machines

Market Basket Analysis

Association Rules

Pairwise Interactions

Top Venues

Publications

Victor Hugo Masias, Julia Stier, Pilar Navarro R., Mauricio A. Valle, Sigifredo Laengle, Augusto Vargas, Fernando A. Crespo
Evolving demographics: a dynamic clustering approach to analyze residential segregation in Berlin. EPJ Data Sci. 13 (1) (2024)
Mauricio A. Valle
The Capabilities of Boltzmann Machines to Detect and Reconstruct Ising System's Configurations from a Given Temperature. Entropy 25 (12) (2023)
Mauricio A. Valle, Felipe Urbina
The Backbone of the Financial Interaction Network using a Maximum Entropy Distribution. Adv. Complex Syst. 25 (4) (2022)
Mauricio A. Valle, Felipe Urbina
The minimal representation of a system with interacting units using Boltzmann machines. ESSE (2022)
Jaime F. Lavin, Mauricio A. Valle, Nicolás S. Magner
A Network-Based Approach to Study Returns Synchronization of Stocks: The Case of Global Equity Markets. Complex. 2021 (2021)
Mauricio A. Valle, Jaime F. Lavin, Nicolás S. Magner
Equity Market Description under High and Low Volatility Regimes Using Maximum Entropy Pairwise Distribution. Entropy 23 (10) (2021)
Mauricio A. Valle, Gonzalo A. Ruz
Finding Hierarchical Structures of Disordered Systems: An Application for Market Basket Analysis. IEEE Access 9 (2021)
Nicolás S. Magner, Jaime F. Lavin, Mauricio A. Valle, Nicolás Hardy
The Volatility Forecasting Power of Financial Network Analysis. Complex. 2020 (2020)
Mauricio A. Valle, Gonzalo A. Ruz
Market Basket Analysis Using Boltzmann Machines. ICANN (4) (2019)
Jaime F. Lavin, Mauricio A. Valle, Nicolás S. Magner
Modeling Overlapped Mutual Funds' Portfolios: A Bipartite Network Approach. Complex. 2019 (2019)
Mauricio A. Valle, Gonzalo A. Ruz, Sergio Rica
Transactional Database Analysis by Discovering Pairwise Interactions Strengths. ASONAM (2018)
Mauricio A. Valle, Gonzalo A. Ruz, Rodrigo Morrás
Market basket analysis: Complementing association rules with minimum spanning trees. Expert Syst. Appl. 97 (2018)
Mauricio A. Valle, Gonzalo A. Ruz, Rodrigo Morrás
Market Basket Analysis Using Minimum Spanning Trees. ENIC (2017)
Mauricio A. Valle, Gonzalo A. Ruz, Victor Hugo Masias
Using self-organizing maps to model turnover of sales agents in a call center. Appl. Soft Comput. 60 (2017)
Mauricio A. Valle, Gonzalo A. Ruz
Turnover Prediction in a Call Center: Behavioral Evidence of Loss Aversion using Random Forest and Naïve Bayes Algorithms. Appl. Artif. Intell. 29 (9) (2015)
Mauricio A. Valle, Samuel Varas, Gonzalo A. Ruz
Job performance prediction in a call center using a naive Bayes classifier. Expert Syst. Appl. 39 (11) (2012)