Mauricio A. Valle
Mauricio A. Valle
Associate Professor at Faculty of Economics and Business, Universidad Finis Terrae
Verified email at
Cited by
Cited by
Job performance prediction in a call center using a naive Bayes classifier
MA Valle, S Varas, GA Ruz
Expert Systems with Applications 39 (11), 9939-9945, 2012
Market basket analysis: Complementing association rules with minimum spanning trees
MA Valle, GA Ruz, R Morrás
Expert Systems with Applications 97, 146-162, 2018
Turnover prediction in a call center: behavioral evidence of loss aversion using random forest and naïve bayes algorithms
MA Valle, GA Ruz
Applied Artificial Intelligence 29 (9), 923-942, 2015
Using self-organizing maps to model turnover of sales agents in a call center
MA Valle, GA Ruz, VH Masías
Applied Soft Computing 60, 763-774, 2017
Property valuation using machine learning algorithms: A study in a Metropolitan-Area of Chile
VH Masías, MA Valle, F Crespo, R Crespo, A Vargas, S Laengle
Selection at the AMSE Conferences, 97, 2016
Diseño de un modelo predictivo de fuga de clientes utilizando árboles de decisión
EFC Morales, FMF Correa, MA Valle
Revista Ingeniería Industrial 16 (1), 7-23, 2017
The predictive power of stock market’s expectations volatility: A financial synchronization phenomenon
N Magner, J Lavin, H Valle, Mauricio A., Nicolás
Plos One, 2021
Modeling overlapped mutual funds’ portfolios: a bipartite network approach
JF Lavin, MA Valle, NS Magner
Complexity 2019, 2019
Modeling Verdict Outcomes Using Social Network Measures: The Watergate and Caviar Network Cases
VH Masías, M Valle, C Morselli, F Crespo, A Vargas, S Laengle
PloS one 11 (1), e0147248, 2016
Heuristics in Mutual Fund Consumers' Willingness‐to‐Invest: An Experimental Approach
JF Lavin, MA Valle, NS Magner
Journal of Consumer Affairs 53 (4), 1970-2002, 2019
Characterising the Personality of the Public Safety Offender and Non‐offender using Decision Trees: The Case of Colombia
VH Masías, MA Valle, JJ Amar, M Cervantes, G Brunal, FA Crespo
Journal of Investigative Psychology and Offender Profiling 13 (3), 198-219, 2016
The volatility forecasting power of financial network analysis
NS Magner, JF Lavin, MA Valle, N Hardy
Complexity 2020, 1-17, 2020
Influence of contextual information and past prices on the willingness to pay and expected quality evaluations
MA Valle, JF Lavin, NS Magner, CE Geldes
Journal of Consumer Behaviour 16 (2), 130-144, 2017
Explaining job satisfaction and intentions to quit from a value-risk perspective
MA Valle, GA Ruz, S Varas
Academia Revista Latinoamericana de Administración 28 (4), 523-540, 2015
A network-based approach to study returns synchronization of stocks: The case of global equity markets
JF Lavin, MA Valle, NS Magner
Complexity 2021, 1-24, 2021
Equity market description under high and low volatility regimes using maximum entropy pairwise distribution
MA Valle, JF Lavín, NS Magner
Entropy 23 (10), 1307, 2021
Modeling recidivism through Bayesian regression models and deep neural networks
R de la Cruz, O Padilla, MA Valle, GA Ruz
Mathematics 9 (6), 639, 2021
Market basket analysis by solving the inverse Ising problem: Discovering pairwise interaction strengths among products
MA Valle, GA Ruz, S Rica
Physica A: Statistical Mechanics and its Applications 524, 36-44, 2019
A survival model based on met expectations: Application to employee turnover in a call center
MA Valle, GA Ruz, S Varas
Academia Revista Latinoamericana de Administración 28 (2), 177-194, 2015
Finding hierarchical structures of disordered systems: An application for market basket analysis
MA Valle, GA Ruz
IEEE Access 9, 1626-1641, 2020
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