Academic Work

• ORCID
• Google scholar
• ResearchGate
• Scopus

Sustainable Development Goals

Research interests

• Heuristic and metaheuristic methods
• Continuous optimization
• Modeling of social and environmental systems

Profile

Professor Román Anselmo Mora Gutiérrez is an Industrial Forestry Engineer (UACh), with a Master's degree and Ph.D. in Engineering (Systems in Operations Research) from the Universidad Nacional Autónoma de México (UNAM). He is currently assigned to the Systems Department of the Basic Sciences and Engineering Division of the Universidad Autónoma Metropolitana (UAM) Azcapotzalco Campus.

He has been a member of the National System of Researchers with level 1 since 2014 and has had the PROMEP desirable profile since 2014. He has published over six book chapters, 20 indexed articles, and 170 citations. In human resources training, he has directed 11 bachelor's theses, six master's theses, and two doctoral theses; currently, he is co-director of two doctoral theses, co-director of three master's theses, and co-director of three bachelor's theses.

Within UAM Azcapotzalco Campus, he has participated as a member of the study committees of the postgraduate studies of optimization (period 2016-2017), Master in Computing from 2019 to date, and Design and Visualization of Information since 2019; additionally, he was responsible for the thematic group of Decision Making from 2013 to 2015.

His main areas of research are heuristic and metaheuristic methods (emphasis on those that mimic social and cultural behavior) for continuous and discrete optimization, modeling of social and environmental systems, biocomputing applications.

Information provided by the academic staff

Research interests

• Heuristic and metaheuristic methods
• Continuous optimization
• Modeling of social and environmental systems

Academic Work

On the following pages you can consult the research work:

• Google scholar

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• ResearchGate

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• Scopus

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• ORCID

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Some examples of publications

Select the bibliographic reference to consult each publication:

Open Access	References	UN SDGs
	De-Los-Cobos-Silva, S.G., Gutiérrez-Andrade, M.A., Lara-Velázquez, P. and 3 more (...) (2025).MULTI-LABEL CLASSIFICATION FOR SPANISH EMERGENCY TRIAGE IN SATURATED COMMUNICATION ENVIRONMENTS: A PRECISION-ORIENTED APPROACH. Fuzzy Economic Review,30(1) 15-26
	Garduza-Ventura, J.P., Villegas-Cortez, J., Zúñiga-López, A. and 3 more (...) (2025).Characterization and Classification of Mexican Woods Through Local Texture Analysis Using Deep Learning Techniques. Communications in Computer and Information Science,2553327-340
OA	Reyes-Gómez, F., Torres-Marín, E., Lárraga, M.E. and 2 more (...) (2025).Modeling the Impact of Public Transportation and Mitigation Strategies in COVID-19 Spread in Mexico City. IEEE Access,13117668-117686	\| 3 \| 9 \| 11 \|
OA	Montes-Orozco, E., Mora-Gutiérrez, R.-A., Bernal-Jaquez, R. and 1 more (...) (2025).Analysis of Violence Patterns in Mexico: A Complex Temporal Networks Approach. Complexity,2025(1)	\| 16 \|
	Montes-Orozco, E., Mora-Gutiérrez, R.A., Rincón-García, E.A. and 4 more (...) (2025).SWARM INTELLIGENCE FOR RESILIENCE IN MULTILAYER CRITICAL NETWORKS. Fuzzy Economic Review,30(2) 3-20	\| 9 \|
	Montes-Orozco, E., Mora-Gutiérrez, R.A., de-los-Cobos-Silva, S.G. and 4 more (...) (2024).Analyzing Robustness in Water Distribution Networks Using Temporal Complex Networks and Optimization. EAI/Springer Innovations in Communication and Computing,57-71
	Montes-Orozco, E., Mora-Gutiérrez, R.-A., de-los-Cobos-Silva, S.-G. and 3 more (...) (2024).Quantifying influential nodes in complex networks using optimization and particle dynamics: a comparative study. Computing,106(3) 821-864
OA	Padilla Cuevas, J., Reyes-Ortiz, J.A., Cuevas-Rasgado, A.D. and 2 more (...) (2024).MédicoBERT: A Medical Language Model for Spanish Natural Language Processing Tasks with a Question-Answering Application Using Hyperparameter Optimization. Applied Sciences (Switzerland),14(16)
OA	Montes-Orozco, E., Mora-Gutiérrez, R.A., De-Los-Cobos-Silva, S.G. and 4 more (...) (2023).Communities Detection in Multiplex Networks Using Optimization: Study Case - Employment in Mexico during the COVID-19 Pandemic. Complexity,2023	\| 3 \|
OA	Hernández-Nava, C.A., Rincón-García, E.A., Lara-Velázquez, P. and 3 more (...) (2023).Voice spoofing detection using a neural networks assembly considering spectrograms and mel frequency cepstral coefficients. PeerJ Computer Science,9
	Lara-Caballero, A., Rincón-García, E.A., Gutiérrrez-Andrade, M.A. and 3 more (...) (2022).POPULATION-BASED SIMULATED ANNEALING FOR FEDERAL REDISTRICTING IN MEXICO. Fuzzy Economic Review,27(1) 19-33
OA	Serrano-Ramírez, E., Valdez-Lazalde, J.R., Mora-Gutiérrez, R.A. and 2 more (...) (2022).Complex networks, an innovative methodology for functional zoning in forest management. IForest,15(4) 299-306	\| 12 \| 15 \|
OA	Montes-Orozco, E., Mora-Gutiérrez, R.-A., De-Los-Cobos-Silva, S.-G. and 3 more (...) (2022).Analysis and Characterization of the Spread of COVID-19 in Mexico through Complex Networks and Optimization Approaches. Complexity,2022	\| 3 \|
	Santiago-Rubio, I., Mora-Gutiérrez, R., Montes Orozco, E. and 4 more (...) (2022).Analysis of Poverty Through Educational Lag Using the Maximum Clique into the Complex. Lecture Notes in Networks and Systems,38497-108	\| 1 \| 8 \|
	Hernández Nava, C.A., Lara-Velázquez, P., Sánchez-Larios, H. and 5 more (...) (2021).GENERALIZED METRICS IN CLASSIFIERS. Fuzzy Economic Review,26(2) 3-14
	Montes-Orozco, E., Mora-Gutiérrez, R.A., Obregón-Quintana, B. and 4 more (...) (2021).Methodology to quantify robustness in networks: case study—Higher Education System in Mexico. Computing,103(5) 869-893
	Cruz-Ruiz, I.O., Lara-Velázquez, P., Rincón-García, E.A. and 4 more (...) (2021).OPTIMIZATION OF K-MEANS WITH SIMULATED ANNEALING HEURISTICS. Fuzzy Economic Review,26(2) 33-54
OA	Urueta, D.E., Lara, P., Gutiérrez, M.Á. and 3 more (...) (2021).A comparative ranking model among mexican universities using pattern recognition. Mathematics,9(14)
	Serrano-Ramírez, E., Valdez-Lazalde, J.R., de los Santos-Posadas, H.M. and 2 more (...) (2021).A forest management optimization model based on functional zoning: A comparative analysis of six heuristic techniques. Ecological Informatics,61	\| 12 \| 15 \|
OA	Montes-Orozco, E., Mora-Gutierrez, R.-A., De-Los-Cobos-Silva, S.-G. and 6 more (...) (2020).Identification of COVID-19 Spreaders Using Multiplex Networks Approach. IEEE Access,8122874-122883	\| 3 \|
OA	Montes-Orozco, E., Mora-Gutiérrez, R.-A., Obregón-Quintana, B. and 4 more (...) (2020).Inverse Percolation to Quantify Robustness in Multiplex Networks. Complexity,2020
	Urueta-Hinojosa, D.E., Lara-Velázquez, P., Gutiérrez-Andrade, M.A. and 3 more (...) (2020).A comparative clustering model that considers false positives and false negatives in some socioeconomic applications. Fuzzy Economic Review,25(2) 45-67
	Contreras-Murillo, S., de-los-Cobos-Silva, S., Mora-Gutiérrez, R.A. and 3 more (...) (2020).Measurement of cladodes of Opuntia spp. in three-dimensional photographs. Agrociencia,54(2) 177-194
OA	Contreras-Murillo, M., de-Los-Cobos-Silva, S.G., Lara-Velázquez, P. and 3 more (...) (2020).Sex classification via 2D-skeletonization. Mathematical Problems in Engineering,2020

Courses taught by the professor in recent trimesters

*Courses are conducted in spanish

Num.	Trim.	Course Name	Level
1	26I	Investigación Doctoral VIII	Posgrado
2	26I	Análisis de Decisiones I	Licenciatura
3	26I	Seminario Doctoral I	Posgrado
4	26I	Temas Selectos de Ingeniería en Computación I	Licenciatura
5	26I	Probabilidad y Estadística	Licenciatura
6	26I	Lógica	Posgrado
7	26I	Proyecto de Investigación I	Posgrado
8	25O	Análisis de Decisiones I	Licenciatura
9	25O	Análisis y Diseño de Experimentos en Ingeniería	Licenciatura
10	25O	Investigación de Operaciones I	Licenciatura
11	25O	Investigación Doctoral VII	Posgrado
12	25O	Teoría de la Computación	Posgrado
13	25P	Investigación de Operaciones I	Licenciatura
14	25P	Investigación Doctoral VI	Posgrado
15	25P	Métodos Heurísticos	Posgrado
16	25P	Probabilidad y Estadística	Licenciatura
17	25P	Taller Colaborativo de Investigación III	Posgrado
18	25P	Temas Selectos III	Posgrado
19	25I	Análisis de Decisiones I	Licenciatura
20	25I	Lógica	Posgrado
21	25I	Investigación Doctoral V	Posgrado
22	25I	Análisis de Decisiones II	Licenciatura
23	24O	Investigación Doctoral IV	Posgrado
24	24I	Análisis de Decisiones II	Licenciatura
25	24I	Inteligencia Artificial	Posgrado
26	24I	Investigación Doctoral II	Posgrado
27	24I	Investigación Doctoral IX	Posgrado
28	24I	Lógica	Posgrado
29	24I	Temas Selectos de Ingeniería en Computación I	Licenciatura
30	23O	Proy. de Inv. en Proc. Culturales para el Diseño y el Arte I	Posgrado
31	23O	Investigación Doctoral VIII	Posgrado
32	23O	Investigación Doctoral I	Posgrado
33	23O	Introducción a la Probabilidad y Estadística	Posgrado
34	23O	Análisis y Diseño de Algoritmos	Posgrado
35	23O	Investigación de Operaciones II	Licenciatura
36	23P	Análisis de Decisiones II	Licenciatura
37	23P	Análisis y Diseño de Algoritmos	Posgrado
38	23P	Seminario Doctoral Investigación en Diseño y Visualización de la Información VII	Posgrado
39	23P	Taller Colaborativo de Investigación en Diseño y Visualización de la Información VII	Posgrado
40	23I	Seminario Doctoral Investigación en Diseño y Visualización de la Información VI	Posgrado
41	23I	Seminario de Diseño y Visualización de la Información II	Posgrado
42	23I	Proyecto de Investigación en Diseño y Visualización de la Información VI	Posgrado
43	23I	Análisis de Decisiones II	Licenciatura
44	22O	Análisis de Decisiones II	Licenciatura
45	22O	Métodos Heurísticos	Posgrado
46	22O	Proyecto de Investigación en Diseño y Visualización de la Información V	Posgrado
47	22O	Seminario Doctoral Investigación en Diseño y Visualización de la Información V	Posgrado
48	22O	Temas Selectos de Ingeniería en Computación I	Licenciatura
49	22P	Investigación Doctoral IX	Posgrado
50	22P	Taller Colaborativo de Investigación en Diseño y Visualización de la Información VIII	Posgrado
51	22P	Seminario Doctoral Investigación en Diseño y Visualización de la Información IV	Posgrado
52	22P	Seminario de Investigación Doctoral III	Posgrado
53	22P	Proyecto de Investigación II	Posgrado
54	22P	Proyecto de Investigación en Diseño y Visualización de la Información IV	Posgrado
55	22P	Probabilidad y Estadística	Licenciatura
56	22P	Probabilidad y Estadística	Licenciatura
57	22P	Métodos Heurísticos	Posgrado
58	22I	Análisis de Decisiones I	Licenciatura
59	22I	Investigación de Operaciones II	Licenciatura
60	22I	Investigación Doctoral VIII	Posgrado

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