German A. Montoya Orozco

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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