German A. Montoya Orozco
Asistente Postdoctoral

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  • Algoritmo de optimización para la asignación de servicios a un número fijo de conductores Tesis

    2024

    .(2024). Algoritmo de optimización para la asignación de servicios a un número fijo de conductores. Trabajo Dirigido por: Montoya G - 2024

  • Aproximación a las public private partnerships en proyectos de infraestructura con Q-Learning Tesis

    2024

    .(2024). Aproximación a las public private partnerships en proyectos de infraestructura con Q-Learning. Trabajo Dirigido por: Montoya G - 2024

  • Detección de Ataques de Intrusión con Algoritmos de Machine Learning Tesis

    2024

    .(2024). Detección de Ataques de Intrusión con Algoritmos de Machine Learning. Trabajo Dirigido por: Montoya G - 2024

  • Gemelo digital de sistema acuapónico Tesis

    2024

    .(2024). Gemelo digital de sistema acuapónico. Trabajo Dirigido por: Montoya G - 2024

  • An Epidemiological SIS Malware Spreading Model Based on Markov Chains for IoT Networks Capítulo en Memoria

    2023

    Jose F, Montoya G, C. Lozano-Garzón. (2023) An Epidemiological SIS Malware Spreading Model Based on Markov Chains for IoT Networks. Eighth International Congress on Information and Communication Technology. ICICT 2023 Proceedings of Eighth International Congress on Information and Communication Technology (ISBN 978-981-99-3243-6) London, Gran Bretaña. - 2023

  • Detección de anomalías físicas en redes IoT empleando técnicas de machine learning Tesis

    2023

    Nestor A. Plata .(2023). Detección de anomalías físicas en redes IoT empleando técnicas de machine learning. Trabajo Dirigido por: C. Lozano-Garzón, Montoya G - 2023

  • Detección de ataques de reconocimiento en Redes IoT empleando modelos de Machine Learning Tesis

    2023

    Juan An. Ariza .(2023). Detección de ataques de reconocimiento en Redes IoT empleando modelos de Machine Learning. Trabajo Dirigido por: C. Lozano-Garzón, Montoya G - 2023

  • Strategies for assuring Low Latency, Scalability and Interoperability in Edge Computing and TSN networks for Critical IIoT services Artículo

    2023

    Gomez David, Montoya G, C. Lozano-Garzón, Donoso Y. (2023) Strategies for assuring Low Latency, Scalability and Interoperability in Edge Computing and TSN networks for Critical IIoT services. IEEE Access (ISSN 2169-3536) 11 (1), pp. 42546-42577. - 2023

  • A Stochastic Mobility Prediction Algorithm for finding Delay and Energy Efficient Routing Paths considering Movement Patterns in Mobile IoT Networks Artículo

    2022

    Montoya G, C. Lozano-Garzón, Donoso Y. (2022) A Stochastic Mobility Prediction Algorithm for finding Delay and Energy Efficient Routing Paths considering Movement Patterns in Mobile IoT Networks. International Journal of Computers, Communications and Control (ISSN 1841-9836) 17 (4), pp. 1-9. - 2022

  • Base stations cooperation management algorithm based on the quality of experience and load balancing Capítulo en Memoria

    2022

    C. Lozano-Garzón, Montoya G, Donoso Y. (2022) Base stations cooperation management algorithm based on the quality of experience and load balancing. Ninth International Conference on Information Technology and Quantitative Management (ITQM 2022) Procedia Computer Science (ISSN 1877-0509) Beijing, China. - 2022

  • DevSecOps: Diseño e implementación de una herramienta DAST para la detección de vulnerabilidades sobre APIs Tesis

    2022

    Juan F. Copete .(2022). DevSecOps: Diseño e implementación de una herramienta DAST para la detección de vulnerabilidades sobre APIs. Trabajo Dirigido por: C. Lozano-Garzón, Montoya G - 2022

  • Mejoras a redes neuronales en la detección de ataques a redes IOT Tesis

    2022

    Montoya G, Carlos A. Salazar .(2022). Mejoras a redes neuronales en la detección de ataques a redes IOT. Trabajo Dirigido por: C. Lozano-Garzón - 2022

  • Routing IOT Tesis

    2022

    Juan S. Torres .(2022). Routing IOT. Trabajo Dirigido por: C. Lozano-Garzón, Montoya G - 2022

  • Simulación de protocolos de autenticación de mensajes sin certificados digitales para redes VANET Tesis

    2022

    Julian E. Jaimes .(2022). Simulación de protocolos de autenticación de mensajes sin certificados digitales para redes VANET. Trabajo Dirigido por: C. Lozano-Garzón, Montoya G - 2022

  • A Multi-objective Mathematical Optimization Model and a Mobile Application for Finding Best Pedestrian Routes Considering SARS-CoV-2 Contagions Capítulo en Memoria

    2021

    Cantor J, C. Lozano-Garzón, Montoya G. (2021) A Multi-objective Mathematical Optimization Model and a Mobile Application for Finding Best Pedestrian Routes Considering SARS-CoV-2 Contagions. Fourth International Conference on Applied Informatics Applied Informatics. ICAI 2021. (ISBN 978-3-030-89654-6) Buenos Aires, Argentina. - 2021

  • Asignación en tiempo real de conductores elegidos Tesis

    2021

    Carlos A. Guerrero .(2021). Asignación en tiempo real de conductores elegidos. Trabajo Dirigido por: C. Lozano-Garzón, Montoya G - 2021

  • Detection of Security Attacks in Industrial IoT Networks: A Blockchain and Machine Learning Approach Artículo

    2021

    Vargas H, C. Lozano-Garzón, Montoya G, Donoso Y. (2021) Detection of Security Attacks in Industrial IoT Networks: A Blockchain and Machine Learning Approach. Electronics (Switzerland) (ISSN 2079-9292) 10 (21), pp. 1-18. - 2021

  • Diseño de alto nivel de laboratorio para sistemas IoT Tesis

    2021

    Alejandro G .(2021). Diseño de alto nivel de laboratorio para sistemas IoT. Trabajo Dirigido por: C. Lozano-Garzón, Montoya G - 2021

  • Energy-Efficient and Delay Sensitive Routing Paths Using Mobility Prediction in Mobile WSN: Mathematical Optimization, Markov Chains, and Deep Learning Approaches Artículo

    2021

    Montoya G, C. Lozano-Garzón, Donoso Y. (2021) Energy-Efficient and Delay Sensitive Routing Paths Using Mobility Prediction in Mobile WSN: Mathematical Optimization, Markov Chains, and Deep Learning Approaches. IEEE Access (ISSN 2169-3536) 9 (1), pp. 153382-153400. - 2021

  • Establishing Best Pedestrian Paths considering SARS-CoV-2 contagions: Mathematical Optimization Model and Mobile Application Approach Artículo

    2021

    Cantor J, Montoya G, C. Lozano-Garzón. (2021) Establishing Best Pedestrian Paths considering SARS-CoV-2 contagions: Mathematical Optimization Model and Mobile Application Approach. ParadigmPlus (ISSN 2711-4627) 2 (3), pp. 14-36. - 2021

  • NIMFA Epidemiological model for studying malware behavior in IoT Networks Tesis

    2021

    Galvan M .(2021). NIMFA Epidemiological model for studying malware behavior in IoT Networks. Trabajo Dirigido por: C. Lozano-Garzón, Montoya G - 2021

  • A Multi-objective Evolutionary Algorithms Approach to Optimize a Task Scheduling Problem Capítulo en Memoria

    2020

    Cobos N, Barbosa I, Montoya G, C. Lozano-Garzón. (2020) A Multi-objective Evolutionary Algorithms Approach to Optimize a Task Scheduling Problem. Third International Conference on Applied Informatics Applied Informatics (ISBN 978-3-030-61702-8) Nigeria. - 2020

  • A green routing mathematical model for Iot networks in critical energy environments Artículo

    2020

    C. Lozano-Garzón, Montoya G, Donoso Y. (2020) A green routing mathematical model for Iot networks in critical energy environments. International Journal of Computers, Communications and Control (ISSN 1841-9836) 15 (4), pp. 1-15. - 2020

  • A prediction algorithm based on Markov Chains for finding the minimum cost path in a mobile WSNs Artículo

    2019

    Montoya G, Donoso Y. (2019) A prediction algorithm based on Markov Chains for finding the minimum cost path in a mobile WSNs. International Journal of Computers, Communications and Control (ISSN 1841-9836) 14 (1), pp. 39-55. - 2019

  • Algorithm Markov finding the minimum cost path Capítulo en Memoria

    2018

    Montoya G, Donoso Y. (2018) Algorithm Markov finding the minimum cost path . 7th International Conference on Computers Communications and Control (ICCCC) IEEE 7th International Conference on Computers Communications and Control (ICCCC) (ISBN 978-1-5386-1934-6) Oradea, Rumania. - 2018

  • ROUTING APPROACH FOR DELAY SENSITIVE APPLICATIONS BASED ON MOBILITY PREDICTION IN MOBILE WIRELESS SENSOR NETWORKS Tesis

    2017

    Montoya G .(2017). ROUTING APPROACH FOR DELAY SENSITIVE APPLICATIONS BASED ON MOBILITY PREDICTION IN MOBILE WIRELESS SENSOR NETWORKS. Trabajo Dirigido por: Donoso Y - 2017

  • A delay-sensitive mathematical model approach and a distributed algorithm for mobile wireless sensor networks Capítulo en Memoria

    2016

    Montoya G, Donoso Y. (2016) A delay-sensitive mathematical model approach and a distributed algorithm for mobile wireless sensor networks. IEEE 2016 6th International Conference on Computers Communications and Control (ICCCC) IEEE Proceedings of 2016 6th International Conference on Computers Communications and Control (ICCCC) (ISBN 978-1-5090-1735-5) Rumania. - 2016

  • Delay-Sensitive Optimization Models and Distributed Routing Algorithms for Mobile Wireless Sensor Networks Artículo

    2016

    Montoya G, Donoso Y. (2016) Delay-Sensitive Optimization Models and Distributed Routing Algorithms for Mobile Wireless Sensor Networks. International Journal of Computers, Communications and Control (ISSN 1841-9836) 11 (6), pp. 819-831. - 2016

  • An Energy-Efficient and Routing Approach for Position Estimation using Kalman Filter Techniques in Mobile WSNs Artículo

    2015

    Donoso Y, Montoya G, Fernando. (2015) An Energy-Efficient and Routing Approach for Position Estimation using Kalman Filter Techniques in Mobile WSNs. International Journal of Computers, Communications and Control (ISSN 1841-9836) 10 (4), pp. 500-507. - 2015

  • An Energy Efficient and Predictive Routing Algorithm using a Double Kalman Filter for Mobile Wireless Sensor Networks Capítulo en Memoria

    2014

    Donoso Y, Montoya G, Solano F. (2014) An Energy Efficient and Predictive Routing Algorithm using a Double Kalman Filter for Mobile Wireless Sensor Networks. 5th International Conference on Computers Communications and Control, ICCCC 2014 Abstract of ICCCC Papers 5th International Conference on Computers Communications and Control, ICCCC 2014 (ISSN 1844-4334) Oradea, Rumania. - 2014

  • Energy Load Balancing Strategy to Extend Lifetime in Wireless Sensor Networks Capítulo en Memoria

    2013

    Montoya G, Donoso Y. (2013) Energy Load Balancing Strategy to Extend Lifetime in Wireless Sensor Networks. ITQM 2013 Procedia Computer Science (ISSN 1877-0509) Suzhou, China. - 2013

  • Energy Optimization in Mobile Wireless Sensor Networks with Mobile Targets Achieving Efficient Coverage for Critical Applications Artículo

    2013

    Montoya G, Velasquez C, Donoso Y. (2013) Energy Optimization in Mobile Wireless Sensor Networks with Mobile Targets Achieving Efficient Coverage for Critical Applications. International Journal of Computers, Communications and Control (ISSN 1841-9836) 8 (2), pp. 247-254. - 2013

  • Multi-Objective Evolutive Algorithm for Efficient Coverage Problem of WSN using a SPEA approach Capítulo en Memoria

    2011

    Montoya G, Donoso Y. (2011) Multi-Objective Evolutive Algorithm for Efficient Coverage Problem of WSN using a SPEA approach. International Conference on Applied, Numerical and Computational Mathematics Recent Advances in Computers, Communications, Applies Social Science & Mathematics (ISBN 978-1-61804-030-5) Barcelona, España. - 2011

2017-20

MODELADO, SIMULACION Y OPTIMIZ

2018-20

MODELADO, SIMULACION Y OPTIMIZ

2019-10

MODELADO, SIMULACION Y OPTIMIZ

2019-20

MODELADO, SIMULACION Y OPTIMIZ

2020-10

MODELADO, SIMULACIÓN Y OPTIMIZ

2020-20

MODELADO, SIMULACIÓN Y OPTIMIZ

2021-10

MODELADO, SIMULACIÓN Y OPTIMIZ

2021-20

MODELADO, SIMULACIÓN Y OPTIMIZ

2022-10

MODELADO, SIMULACIÓN Y OPTIMIZ

2022-20

MODELADO, SIMULACIÓN Y OPTIMIZ

2023-10

MODELADO, SIMULACIÓN Y OPTIMIZ

2023-20

MODELADO, SIMULACIÓN Y OPTIMIZ

2024-10

MODELADO, SIMULACIÓN Y OPTIMIZ