Alejandro Guerra-Hernández

According to our database, Alejandro Guerra-Hernández authored at least 36 papers between 2004 and 2025.

Collaborative distances:

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

2025

A survey on agent-based modelling assisted by machine learning.

Alejandro Platas-López, Alejandro Guerra-Hernández, Marcela Quiroz-Castellanos, Nicandro Cruz-Ramírez

Expert Syst. J. Knowl. Eng., January, 2025

2024

ClassNoise: An R package for modeling, generating, and validating data with class noise.

David Martínez Galicia, Alejandro Guerra-Hernández, Francisco Grimaldo, Nicandro Cruz-Ramírez, Xavier Limón

SoftwareX, 2024

2023

dplbnDE: An R package for discriminative parameter learning of Bayesian Networks by Differential Evolution.

Alejandro Platas-López, Alejandro Guerra-Hernández, Francisco Grimaldo, Nicandro Cruz-Ramírez, Efrén Mezura-Montes, Marcela Quiroz-Castellanos

SoftwareX, July, 2023

Implementación de probabilidades a una ontología para la búsqueda de objetos cotidianos del hogar por un robot de servicio.

Nayely Morales Ramírez, Antonio Marín-Hernández, Alejandro Guerra-Hernández

Res. Comput. Sci., 2023

A Bayesian Network Framework to Study Class Noise: Exploring the Filtering of Completely Random Noise.

David Martínez Galicia, Alejandro Guerra-Hernández, Xavier Limón, Nicandro Cruz-Ramírez, Francisco Grimaldo

Proceedings of the Artificial Intelligence Research and Development, 2023

2022

Modularization in Belief-Desire-Intention agent programming and artifact-based environments.

Gustavo Ortiz-Hernández, Alejandro Guerra-Hernández, Jomi F. Hübner, Wulfrano Arturo Luna-Ramírez

PeerJ Comput. Sci., 2022

2021

On the Macroeconomic Effect of Extortion: An Agent-Based Approach.

Alejandro Platas-López, Alejandro Guerra-Hernández, Francisco Grimaldo

J. Artif. Soc. Soc. Simul., 2021

2020

Towards an Agent-Based Model for the Analysis of Macroeconomic Signals.

Alejandro Platas-López, Alejandro Guerra-Hernández, Nicandro Cruz-Ramírez, Marcela Quiroz-Castellanos, Francisco Grimaldo, Mario Paolucci, Federico Cecconi

Proceedings of the Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications, 2020

Discriminative Parameter Learning of Bayesian Networks Using Differential Evolution: A Preliminary Analysis.

Alejandro Platas-López, Nicandro Cruz-Ramírez, Efrén Mezura-Montes, Alejandro Guerra-Hernández

Res. Comput. Sci., 2020

Towards Windowing as a Sub-Sampling Method for Distributed Data Mining.

David Martínez Galicia, Alejandro Guerra-Hernández, Nicandro Cruz-Ramírez, Xavier Limón, Francisco Grimaldo

Res. Comput. Sci., 2020

2019

Modeling and implementing distributed data mining strategies in JaCa-DDM.

Xavier Limón, Alejandro Guerra-Hernández, Nicandro Cruz-Ramírez, Francisco Grimaldo

Knowl. Inf. Syst., 2019

Micro-Foundations of Macroeconomic Dynamics: The Agent-Based BAM Model.

Alejandro Platas-López, Alejandro Guerra-Hernández, Federico Cecconi, Mario Paolucci, Francisco Grimaldo

Proceedings of the Artificial Intelligence Research and Development, 2019

2018

Hacia transacciones distribuidas coordinadas por agentes para la arquitectura de microservicios.

Xavier Limón, Alejandro Guerra-Hernández, Ángel Juan Sánchez-García, Juan Carlos Pérez Arriaga, Juan Luis López Herrera

Res. Comput. Sci., 2018

2017

A Windowing strategy for Distributed Data Mining optimized through GPUs.

Xavier Limón, Alejandro Guerra-Hernández, Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Francisco Grimaldo

Pattern Recognit. Lett., 2017

Distributed Transparency in Endogenous Environments: The JaCaMo Case.

Xavier Limón, Alejandro Guerra-Hernández, Alessandro Ricci

Proceedings of the Engineering Multi-Agent Systems - 5th International Workshop, 2017

2016

Un modelo de red bayesiana de la informalidad laboral en Veracruz orientado a una simulación social basada en agentes.

Jean Christian Díaz Preciado, Alejandro Guerra-Hernández, Nicandro Cruz-Ramírez

Res. Comput. Sci., 2016

A Namespace Approach for Modularity in BDI Programming Languages.

Gustavo Ortiz-Hernández, Jomi Fred Hübner, Rafael H. Bordini, Alejandro Guerra-Hernández, Guillermo de Jesús Hoyos-Rivera, Nicandro Cruz-Ramírez

Proceedings of the Engineering Multi-Agent Systems - 4th International Workshop, 2016

2015

A Windowing based GPU optimized strategy for the induction of Decision Trees in JaCa-DDM.

Xavier Limón, Alejandro Guerra-Hernández, Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Francisco Grimaldo

Proceedings of the Artificial Intelligence Research and Development, 2015

Instructive Social Learning on Jason.

Carlos Alberto González-Alarcón, Francisco Grimaldo, Alejandro Guerra-Hernández

Proceedings of the Artificial Intelligence Research and Development, 2015

2014

Collaborative Data Mining on a BDI Multi-agent System over Vertically Partitioned Data.

Jorge Melgoza-Gutierrez, Alejandro Guerra-Hernández, Nicandro Cruz-Ramírez

Proceedings of the 13th Mexican International Conference on Artificial Intelligence, 2014

2013

Evaluation of the Diagnostic Power of Thermography in Breast Cancer Using Bayesian Network Classifiers.

Nicandro Cruz-Ramírez, Efrén Mezura-Montes, Maria Yaneli Ameca-Alducin, Enrique Martín-Del-Campo-Mena, Héctor-Gabriel Acosta-Mesa, Nancy Pérez-Castro, Alejandro Guerra-Hernández, Guillermo de Jesús Hoyos-Rivera, Rocío-Erandi Barrientos-Martínez

Comput. Math. Methods Medicine, 2013

JasMo - A Modularization Framework for Jason.

Gustavo Ortiz-Hernández, Alejandro Guerra-Hernández, Guillermo de Jesús Hoyos-Rivera

Proceedings of the 12th Mexican International Conference on Artificial Intelligence, 2013

An Agents and Artifacts Approach to Distributed Data Mining.

Xavier Limón, Alejandro Guerra-Hernández, Nicandro Cruz-Ramírez, Francisco Grimaldo

Proceedings of the Advances in Soft Computing and Its Applications, 2013

Jason Intentional Learning: An Operational Semantics.

Carlos Alberto González-Alarcón, Francisco Grimaldo, Alejandro Guerra-Hernández

Proceedings of the Progress in Artificial Intelligence, 2013

2012

Towards a model for urban mobility social simulation.

Francisco Grimaldo, Miguel Lozano, Fernando Barber, Alejandro Guerra-Hernández

Prog. Artif. Intell., 2012

2011

A J-MADeM Agent-Based Social Simulation to Model Urban Mobility.

Francisco Grimaldo, Miguel Lozano, Fernando Barber, Alejandro Guerra-Hernández

Proceedings of the Advances on Practical Applications of Agents and Multiagent Systems, 2011

Intentional Reasoning as Non-monotonic Reasoning.

José Martín Castro-Manzano, Axel Arturo Barceló-Aspeitia, Alejandro Guerra-Hernández

Proceedings of the Seventh Latin American Workshop on Non-Monotonic Reasoning, 2011

2010

Jason Induction of Logical Decision Trees: A Learning Library and Its Application to Commitment.

Alejandro Guerra-Hernández, Carlos Alberto González-Alarcón, Amal El Fallah Seghrouchni

Proceedings of the Advances in Artificial Intelligence, 2010

Intentional Learning Procedures as Intention Revision Mechanisms.

José Martín Castro-Manzano, Axel Arturo Barceló-Aspeitia, Alejandro Guerra-Hernández

Proceedings of the 9th Mexican International Conference on Artificial Intelligence, 2010

2008

Toward an AgentSpeak(L) Theory of Commitment and Intentional Learning.

Alejandro Guerra-Hernández, José Martín Castro-Manzano, Amal El Fallah Seghrouchni

Proceedings of the MICAI 2008: Advances in Artificial Intelligence, 2008

CTL AgentSpeak(L): a specification language for agent programs.

Alejandro Guerra-Hernández, José Martín Castro-Manzano, Amal El Fallah Seghrouchni

Proceedings of the fourth Latin American Workshop on Non-Monotonic Reasoning 2008 (LANMR'08) Facultad de Ciencias de la Computación de la Benemérita Universidad Autónoma de Puebla, 2008

2006

Does Complex Learning Require Complex Connectivity?

Carlos Rubén de la Mora-Basáñez, Alejandro Guerra-Hernández, Luc Steels

Proceedings of the Advances in Artificial Intelligence, 2006

2005

On learning intentionally.

Alejandro Guerra-Hernández, Amal El Fallah Seghrouchni, Henry Soldano

Inteligencia Artif., 2005

2004

A Method Based on Genetic Algorithms and Fuzzy Logic to Induce Bayesian Networks.

Manuel Martínez-Morales, Ramiro Garza-Domínguez, Nicandro Cruz-Ramírez, Alejandro Guerra-Hernández, José Luis Jiménez-Andrade

Proceedings of the 5th Mexican International Conference on Computer Science (ENC 2004), 2004

Distributed Learning in Intentional BDI Multi-Agent Systems.

Alejandro Guerra-Hernández, Amal El Fallah Seghrouchni, Henry Soldano

Proceedings of the 5th Mexican International Conference on Computer Science (ENC 2004), 2004

Learning in BDI Multi-agent Systems.

Alejandro Guerra-Hernández, Amal El Fallah Seghrouchni, Henry Soldano

Proceedings of the Computational Logic in Multi-Agent Systems, 4th International Workshop, 2004