J. H. Sossa-Azuela

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J. H. Sossa-Azuela

Researcher

 https://orcid.org/0000-0002-0521-4898
Calculated based on number of publications stored in Pure and citations from Scopus
Calculated based on number of publications stored in Pure and citations from Scopus
Calculated based on number of publications stored in Pure and citations from Scopus
1987 …2024

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  • 2018

    Recognizing motor imagery tasks using deep multi-layer perceptrons

    Arce, F., Zamora, E., Hernández, G., Antelis, J. M. & Sossa, H., 2018, Machine Learning and Data Mining in Pattern Recognition - 14th International Conference, MLDM 2018, Proceedings. Perner, P. (ed.). Springer Verlag, p. 468-482 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10935 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Reinforcement Learning Compensation based PD Control for Inverted Pendulum

    Puriel-Gil, G., Yu, W. & Sossa, H., 13 Nov 2018, 2018 15th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2018. Institute of Electrical and Electronics Engineers Inc., 8533946. (2018 15th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    12 Scopus citations

  • Supervised and unsupervised neural networks: Experimental study for anomaly detection in electrical consumption

    García, J., Zamora, E. & Sossa, H., 2018, Advances in Soft Computing - 17th Mexican International Conference on Artificial Intelligence, MICAI 2018, Proceedings. de Lourdes Martínez-Villaseñor, M., Batyrshin, I. & Ponce Espinosa, H. E. (eds.). Springer Verlag, p. 98-109 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11288 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • The step size impact on the computational cost of spiking neuron simulation

    Valadez-Godinez, S., Sossa, H. & Santiago-Montero, R., 8 Jan 2018, Proceedings of Computing Conference 2017. Institute of Electrical and Electronics Engineers Inc., p. 722-728 7 p. (Proceedings of Computing Conference 2017; vol. 2018-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • Towards automatic inspection: Crack recognition based on Quadrotor UAV-taken images

    Vazquez-Nicolas, J. M., Zamora, E., Gonzalez-Hernandez, I., Lozano, R. & Sossa, H., 31 Aug 2018, 2018 International Conference on Unmanned Aircraft Systems, ICUAS 2018. Institute of Electrical and Electronics Engineers Inc., p. 654-659 6 p. 8453390. (2018 International Conference on Unmanned Aircraft Systems, ICUAS 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    19 Scopus citations
  • 2019

    Automatic Contrast Enhancement with Differential Evolution for Leukemia Cell Identification

    Ochoa-Montiel, R., Flores-Castillo, O., Sossa, H. & Olague, G., 2019, Pattern Recognition - 11th Mexican Conference, MCPR 2019, Proceedings. Carrasco-Ochoa, J. A., Martínez-Trinidad, J. F., Olvera-López, J. A. & Salas, J. (eds.). Springer Verlag, p. 282-291 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11524 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Dendrite Ellipsoidal Neuron Trained by Stochastic Gradient Descent for Motor Imagery Classification

    Arce, F., Mendoza-Montoya, O., Zamora, E., Antelis, J. M., Sossa, H., Cantillo-Negrete, J., Carino-Escobar, R. I., Hernández, L. G. & Falcón, L. E., 2019, Pattern Recognition - 11th Mexican Conference, MCPR 2019, Proceedings. Carrasco-Ochoa, J. A., Martínez-Trinidad, J. F., Olvera-López, J. A. & Salas, J. (eds.). Springer Verlag, p. 80-88 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11524 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Motor Imagery Task Classification in EEG Signals with Spiking Neural Network

    Virgilio G, C. D., Sossa, H., Antelis, J. M. & Falcón, L. E., 2019, Pattern Recognition - 11th Mexican Conference, MCPR 2019, Proceedings. Carrasco-Ochoa, J. A., Martínez-Trinidad, J. F., Olvera-López, J. A. & Salas, J. (eds.). Springer Verlag, p. 14-24 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11524 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    5 Scopus citations

  • Rock Detection in a Mars-Like Environment Using a CNN

    Furlán, F., Rubio, E., Sossa, H. & Ponce, V., 1 Jan 2019, Pattern Recognition - 11th Mexican Conference, MCPR 2019, Proceedings. Carrasco-Ochoa, J. A., Martínez-Trinidad, J. F., Olvera-López, J. A. & Salas, J. (eds.). Springer Verlag, p. 149-158 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11524 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    19 Scopus citations

  • Using Morphological-Linear Neural Network for Upper Limb Movement Intention Recognition from EEG Signals

    Hernández, G., Hernández, L. G., Zamora, E., Sossa, H., Antelis, J. M., Mendoza-Montoya, O. & Falcón, L. E., 2019, Pattern Recognition - 11th Mexican Conference, MCPR 2019, Proceedings. Carrasco-Ochoa, J. A., Martínez-Trinidad, J. F., Olvera-López, J. A. & Salas, J. (eds.). Springer Verlag, p. 389-397 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11524 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Vertex Codification Applied to 3-D Binary Image Euler Number Computation

    Sossa, H., Rubío, E., Ponce, V. & Sánchez, H., 2019, Advances in Soft Computing - 18th Mexican International Conference on Artificial Intelligence, MICAI 2019, Proceedings. Martínez-Villaseñor, L., Batyrshin, I. & Marín-Hernández, A. (eds.). Springer, p. 701-713 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11835 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations
  • 2020

    Mobile Robotic Navigation System With Improved Autonomy Under Diverse Scenarios

    López-Lozada, E., Rubio-Espino, E., Sossa-Azuela, J. H. & Ponce-Ponce, V. H., 2020, Advances in Computational Intelligence - 19th Mexican International Conference on Artificial Intelligence, MICAI 2020, Proceedings. Martínez-Villaseñor, L., Ponce, H., Herrera-Alcántara, O. & Castro-Espinoza, F. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 472-485 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12469 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Towards dendrite spherical neurons for pattern classification

    Gómez-Flores, W. & Sossa-Azuela, J. H., 2020, Pattern Recognition - 12th Mexican Conference, MCPR 2020, Proceedings. Figueroa Mora, K. M., Anzurez Marín, J., Cerda, J., Carrasco-Ochoa, J. A., Martínez-Trinidad, J. F. & Olvera-López, J. A. (eds.). Springer, p. 14-24 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12088 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    7 Scopus citations

  • Vision-based blind spot warning system by deep neural networks

    Virgilio G, V. R., Sossa, H. & Zamora, E., 2020, Pattern Recognition - 12th Mexican Conference, MCPR 2020, Proceedings. Figueroa Mora, K. M., Anzurez Marín, J., Cerda, J., Carrasco-Ochoa, J. A., Martínez-Trinidad, J. F. & Olvera-López, J. A. (eds.). Springer, p. 185-194 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12088 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    5 Scopus citations
  • 2021

    A Comparison Study of EEG Signals Classifiers for Inter-subject Generalization

    Solórzano-Espíndola, C. E., Sossa, H. & Zamora, E., 2021, Pattern Recognition - 13th Mexican Conference, MCPR 2021, Proceedings. Roman-Rangel, E., Kuri-Morales, Á. F., Martínez-Trinidad, J. F., Carrasco-Ochoa, J. A. & Olvera-López, J. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 305-315 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12725 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Finding the Optimal Bit-Quad Patterns for Computing the Euler Number of 2D Binary Images Using Simulated Annealing

    Gómez-Flores, W., Sossa, H. & Arce, F., 2021, Pattern Recognition - 13th Mexican Conference, MCPR 2021, Proceedings. Roman-Rangel, E., Kuri-Morales, Á. F., Martínez-Trinidad, J. F., Carrasco-Ochoa, J. A. & Olvera-López, J. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 240-250 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12725 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Multi-subject classification of Motor Imagery EEG signals using transfer learning in neural networks

    Solorzano-Espindola, C. E., Zamora, E. & Sossa, H., 2021, 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2021. Institute of Electrical and Electronics Engineers Inc., p. 1006-1009 4 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • RiskIPN: Pavement Risk Database for Segmentation with Deep Learning

    Escalona, U., Zamora, E. & Sossa, H., 2021, Advances in Computational Intelligence - 20th Mexican International Conference on Artificial Intelligence, MICAI 2021, Proceedings. Batyrshin, I., Gelbukh, A. & Sidorov, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 69-80 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13067 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Towards explainable artificial intelligence for the leukemia subtype recognition

    Ochoa-Montiel, R., Olague, G. & Sossa, H., 2021, 2021 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2021. Institute of Electrical and Electronics Engineers Inc., (2021 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2022

    3D Convolutional Neural Network to Enhance Small-Animal Positron Emission Tomography Images in the Sinogram Domain

    Rodríguez Hernández, L. J., Ochoa Domínguez, H. D. J., Vergara Villegas, O. O., Cruz Sánchez, V. G., Sossa Azuela, J. H. & Polanco González, J., 2022, Pattern Recognition - 14th Mexican Conference, MCPR 2022, Proceedings. Vergara-Villegas, O. O., Cruz-Sánchez, V. G., Sossa-Azuela, J. H., Carrasco-Ochoa, J. A., Martínez-Trinidad, J. F. & Olvera-López, J. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 94-104 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13264 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • A Comparative Study of Neural Computing Approaches for Semantic Segmentation of Breast Tumors on Ultrasound Images

    Aguilar-Camacho, L. E., Gómez-Flores, W. & Sossa-Azuela, J. H., 2022, 27th Brazilian Congress on Biomedical Engineering - Proceedings of CBEB 2020. Bastos-Filho, T. F., de Oliveira Caldeira, E. M. & Frizera-Neto, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 1649-1657 9 p. (IFMBE Proceedings; vol. 83).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Design and Installation of an IoT Electricity and Water Technological and Monitoring Solution

    Escamilla-Ambrosio, P. J., Pulido-Navarro, M. G., Ramírez-Salinas, M. A., Moreno-Ibarra, M. A. & Sossa-Azuela, J. H., 2022, Smart Cities - 4th Ibero-American Congress, ICSC-Cities 2021, Revised Selected Papers. Nesmachnow, S. & Hernández Callejo, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 297-310 14 p. (Communications in Computer and Information Science; vol. 1555 CCIS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Learning Dendrite Morphological Neurons Using Linkage Trees for Pattern Classification

    Tovias-Alanis, S. O., Gómez-Flores, W., Toscano-Pulido, G. & Sossa-Azuela, J. H., 2022, Pattern Recognition - 14th Mexican Conference, MCPR 2022, Proceedings. Vergara-Villegas, O. O., Cruz-Sánchez, V. G., Sossa-Azuela, J. H., Carrasco-Ochoa, J. A., Martínez-Trinidad, J. F. & Olvera-López, J. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 105-115 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13264 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Machine Learning and Symbolic Learning for the Recognition of Leukemia L1, L2 and L3

    Ochoa-Montiel, R., Sossa, H., Olague, G. & Sánchez-López, C., 2022, Pattern Recognition - 14th Mexican Conference, MCPR 2022, Proceedings. Vergara-Villegas, O. O., Cruz-Sánchez, V. G., Sossa-Azuela, J. H., Carrasco-Ochoa, J. A., Martínez-Trinidad, J. F. & Olvera-López, J. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 360-369 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13264 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations