De gustibus disputandum (forecasting opinions by knowledge networks) F Bagnoli, A Berrones, F Franci Physica A: Statistical Mechanics and its Applications 332, 509-518, 2004 | 21 | 2004 |
Detection of defective embedded bearings by sound analysis: a machine learning approach MA Saucedo-Espinosa, HJ Escalante, A Berrones Journal of Intelligent Manufacturing 28, 489-500, 2017 | 19 | 2017 |
Stationary probability density of stochastic search processes in global optimization A Berrones Journal of Statistical Mechanics: Theory and Experiment 2008 (01), P01013, 2008 | 15 | 2008 |
Stochastic epidemic model on a simplicial complex G Palafox-Castillo, A Berrones-Santos Physica A: Statistical Mechanics and its Applications 606, 2022 | 10 | 2022 |
Parameter inference of general nonlinear dynamical models of gene regulatory networks from small and noisy time series A Berrones, E Jiménez, MA Alcorta-García, FJ Almaguer, B Peña Neurocomputing 175, 555-563, 2016 | 9 | 2016 |
Simple model of a random walk with arbitrarily long memory A Berrones, H Larralde Physical Review E 63 (3), 031109, 2001 | 9 | 2001 |
Generating random deviates consistent with the long term behavior of stochastic search processes in global optimization A Berrones Computational and Ambient Intelligence: 9th International Work-Conference on …, 2007 | 8 | 2007 |
A hybrid heuristic algorithm based on Mean-Field Theory with a Simple Local Search for the Quadratic Knapsack Problem J Banda, J Velasco, A Berrones 2017 IEEE Congress on Evolutionary Computation (CEC), 2559-2565, 2017 | 7 | 2017 |
Bayesian inference based on stationary fokker-planck sampling A Berrones Neural Computation 22 (6), 1573-1596, 2010 | 7 | 2010 |
The Markowitz’s Mean–Variance Interpretation under the efficient market hypothesis in the context of critical recession periods JC Martínez-Sánchez, A Berrones-Santos, JA Martínez Journal of Computational and Applied Mathematics 434, 115227, 2023 | 6 | 2023 |
Dual mean field search for large scale linear and quadratic knapsack problems J Banda, J Velasco, A Berrones Physica A: Statistical Mechanics and its Applications 478, 158-167, 2017 | 4 | 2017 |
Conceptual model of coalescence and break-up in the presence of external agitation FJ Almaguer, M Alcalá, A Berrones, ÓL Chacón-Mondragón, ... Physica A: Statistical Mechanics and its Applications 392 (8), 1725-1732, 2013 | 4 | 2013 |
Stationary Fokker–Planck learning for the optimization of parameters in nonlinear models D Peña, R Sánchez, A Berrones MICAI 2007: Advances in Artificial Intelligence: 6th Mexican International …, 2007 | 4 | 2007 |
Practice summary: Enhancing forecasting and capacity planning capabilities in a telecommunications company AM Álvarez-Socarrás, A Berrones, GJ Moreno, JA Rodríguez-Sarasty, ... Interfaces 43 (4), 385-387, 2013 | 3 | 2013 |
Characterization of the convergence of stationary Fokker–Planck learning A Berrones Neurocomputing 72 (16-18), 3602-3608, 2009 | 3 | 2009 |
Persistence in a simple model for the earth's atmosphere temperature fluctuations A Berrones Fluctuation and Noise Letters 5 (03), L365-L374, 2005 | 3 | 2005 |
Fragmentation instability in aggregating systems A Berrones-Santos, L Benavides-Vázquez, E Schaeffer, J Almaguer Physica A: Statistical Mechanics and its Applications 594, 127021, 2022 | 2 | 2022 |
A Cellular Automaton Model of a Wastewater Treatment Process. L Benavides, FJ ALMAGUER, E SCHAEFFER, A BERRONES Journal of Cellular Automata 13, 2018 | 2 | 2018 |
An adaptive random search for unconstrained global optimization J Velasco, MA Saucedo-Espinosa, HJ Escalante, K Mendoza, ... Computación y Sistemas 18 (2), 243-257, 2014 | 2 | 2014 |
An estimation of distribution algorithm with adaptive Gibbs sampling for unconstrained global optimization J Velasco, MA Saucedo-Espinosa, HJ Escalante, K Mendoza, ... arXiv preprint arXiv:1107.2104, 2011 | 2 | 2011 |