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Perfil investigador
Esp
Dr. Eduardo Rodríguez Martínez

Associate Professor
Departament of Electronics

Division of Basic Sciences and Engineering


Level 1
Member of the National System of Researchers
(SNII)

Physics-Mathematics and Earth Sciences

Successful appointment to the 2026 National System of Researchers.


Azcapotzalco Campus

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Sustainable Development Goals

• 3 Good Health and Well-being

• 4 Quality Education

• 7 Affordable and Clean Energy

• 9 Industry, Innovation and Infrastructure

• 11 Sustainable Cities and Communities


Research interests

• Robotics
• Pattern recognition
• Feature extraction
• Non-linear projections
• Computer vision

Profile

Professor Eduardo Rodriguez Martinez received the Master of Science degree in Information Science and Intelligence, and the Doctor of Science degree in Feature Extraction, in 2008 and 2012, respectively, from the University of Liverpool, United Kingdom. He is currently an associate professor in the Department of Electronics at the Universidad Autónoma Metropolitana (UAM) Azcapotzalco Campus. His main lines of research are evolutionary computation, feature extraction, and pattern recognition, as well as applications in the field of robotics and in the design of brain-computer interfaces.

He has published at least five articles in indexed journals (JCR, SJR, ZBMATH, Latindex) and at least ten in refereed conference proceedings. He has graduated two master's degree students and ten bachelor's degree students.

He obtained the distinction of National Researcher, Level I, from January 1, 2017 to December 31, 2019. He was Head of the Research Area in Instrumentation, Intelligent Systems, and Signal Processing from February 22, 2017, to February 20, 2018, and since 2019 has been the Coordinator of Studies of the Graduate Program in Optimization.

He has been a regular member of the Institute of Electrical and Electronics Engineers (IEEE) since 2010, where he has served as a reviewer for the journals IEEE Transactions on Evolutionary Computation, IEEE Transactions on Knowledge and Data Engineering, IEEE Transactions on Neural Networks and Learning Systems. He has also served as Academic Advisor of the Student Branch of UAM Azcapotzalco Campus since 2020.



Information provided by the academic staff

Research interests

• Robotics
• Pattern recognition
• Feature extraction
• Non-linear projections
• Computer vision

Academic Work

On the following pages you can consult the research work:



Other sites of interest

Consult the research work on other websites:






Some examples of publications

Select the bibliographic reference to consult each publication:


Open Access References UN SDGs
Martínez Campos, O.U., Ferreyra-Ramírez, A., Rodríguez-Martínez, E. and 1 more (...) (2026).Banking Fraud Detection Using Neural Network Models. Lecture Notes in Computer Science,16623117-129
Embriz-Islas, C., Benavides-Alvarez, C., Avilés-Cruz, C. and 3 more (...) (2025).RETRACTED: Speech recognition in digital videos without audio using convolutional neural networks. Journal of Intelligent and Fuzzy Systems,49(1) 912-923
OABenavides-Álvarez, C., Rodríguez-Martínez, E., Avilés-Cruz, C. and 3 more (...) (2025).Improvement in the classification of EMG signals through a convolutional neural network. Neural Computing and Applications,37(24) 20299-20313
OARodriguez-Martinez, E., Benavides-Alvarez, C., Aviles-Cruz, C. and 2 more (...) (2023).Improved Parallel Implementation of 1D Discrete Wavelet Transform Using CPU-GPU. Electronics (Switzerland),12(16)
Andres, F.-R., Eduardo, R.-M., Carlos, A.-C. and 1 more (...) (2020).Image Retrieval System based on a Binary Auto-Encoder and a Convolutional Neural Network. IEEE Latin America Transactions,18(11) 1925-1932
Zúñiga-López, A., Avilés-Cruz, C., Ferreyra-Ramírez, A. and 1 more (...) (2020).Jupyter-Notebook: A Digital Signal Processing Course Enriched Through the Octave Programming Language. Advances in Intelligent Systems and Computing,1228774-784

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Courses taught by the professor in recent trimesters

*Courses are conducted in spanish

Num.Trim.Course NameLevel
1
26P
Algoritmos de Búsqueda LocalPosgrado
2
26P
Laboratorio de Diseño LógicoLicenciatura
3
26P
Arquitectura de ComputadorasLicenciatura
4
26I
Laboratorio de Diseño LógicoLicenciatura
5
26I
Arquitectura de ComputadorasLicenciatura
6
26I
Métodos de Búsqueda DirigidaPosgrado
7
25O
Laboratorio de Diseño LógicoLicenciatura
8
25O
Arquitectura de ComputadorasLicenciatura
9
25O
Clasificación y AgrupamientoPosgrado
10
25P
Laboratorio de Diseño LógicoLicenciatura
11
25P
Algoritmos de Búsqueda LocalPosgrado
12
25P
Diseño LógicoLicenciatura
13
25I
Laboratorio de Diseño LógicoLicenciatura
14
25I
Métodos de Búsqueda DirigidaPosgrado
15
25I
MicroprocesadoresLicenciatura
16
24O
MicroprocesadoresLicenciatura
17
24O
Clasificación y AgrupamientoPosgrado
18
24O
Laboratorio de Diseño LógicoLicenciatura
19
24P
MicroprocesadoresLicenciatura
20
24P
Algoritmos EvolutivosPosgrado
21
24P
Laboratorio de Diseño LógicoLicenciatura
22
24I
Diseño LógicoLicenciatura
23
24I
Laboratorio de Diseño LógicoLicenciatura
24
24I
Métodos de Búsqueda DirigidaPosgrado
25
23O
Temas Selectos de Telecomunicaciones ILicenciatura
26
23O
Arquitectura de ComputadorasLicenciatura
27
23O
Temas Selectos de Optimización IIIPosgrado
28
23P
Temas Selectos en Ingeniería de Procesos IIPosgrado
29
23P
Arquitectura de ComputadorasLicenciatura
30
23P
Laboratorio de Diseño LógicoLicenciatura
31
23P
MicroprocesadoresLicenciatura
32
23I
Seminario del Doctorado en Optimización VPosgrado
33
23I
MicroprocesadoresLicenciatura
34
23I
Proyecto del Doctorado en Optimización IVPosgrado
35
23I
Seminario de Investigación en Optimización VIPosgrado
36
23I
Seminario del Doctorado en Optimización XIPosgrado
37
23I
Seminario del Doctorado en Optimización XVII Posgrado
38
22O
Proyecto del Doctorado en Optimización IIIPosgrado
39
22O
Seminario del Doctorado en Optimización XPosgrado
40
22O
Proyecto de Investigación en Optimización IIPosgrado
41
22O
Seminario de Investigación en Optimización VPosgrado
42
22O
Seminario del Doctorado en Optimización IVPosgrado
43
22P
Diseño LógicoLicenciatura
44
22P
Temas Selectos de Movilidad IVPosgrado
45
22P
Seminario del Doctorado en Optimización XVIPosgrado
46
22P
Seminario del Doctorado en Optimización IXPosgrado
47
22P
Seminario del Doctorado en Optimización IIIPosgrado
48
22P
Seminario de Investigación en Optimización IVPosgrado
49
22P
Proyecto de Investigación en Optimización IPosgrado
50
22P
Laboratorio de MicroprocesadoresLicenciatura
51
22P
Laboratorio de Diseño LógicoLicenciatura
52
22P
Examen Predoctoral de ConocimientosPosgrado
53
22I
Diseño LógicoLicenciatura
54
22I
Laboratorio de Diseño LógicoLicenciatura
55
22I
Proyecto del Doctorado en Optimización IIPosgrado
56
22I
Proyecto del Doctorado en Optimización VIIIPosgrado
57
22I
Seminario de Investigación en Optimización IIIPosgrado
58
22I
Seminario de Investigación en Optimización VIPosgrado
59
22I
Seminario de Investigación en Optimización XIPosgrado
60
22I
Seminario del Doctorado en Optimización IIPosgrado
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Universidad Autónoma Metropolitana, 2026.