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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  • Conference contribution

    Recognizing partially visible 2-D non-rigid wire-shapes

    Sossa-Azuela, J. H. & De León-Gutierrez, A. E., 1998, Advances in Pattern Recognition - Joint IAPR International Workshops SSPR 1998 and SPR 1998, Proceedings. Amin, A., Dori, D., Pudil, P. & Freeman, H. (eds.). Springer Verlag, p. 374-381 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1451).

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

    Open Access

  • 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

    11 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

  • 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

    18 Scopus citations

  • Scene retrieval of natural images

    Serrano, J. F., Sossa, J. H., Avilés, C., Barrón, R., Olague, G. & Villegas, J., 2009, Progress in Pattern Recognition, Image Analysis, Computer Vision and Applications - 14th Iberoamerican Conference on Pattern Recognition, CIARP 2009, Proceedings. p. 774-781 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5856 LNCS).

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

    Open Access
    1 Scopus citations

  • Semantic representation and management of student models: An approach to adapt lecture sequencing to enhance learning

    Peña Ayala, A. & Sossa, H., 2010, Advances in Artificial Intelligence - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Proceedings. PART 1 ed. Springer Verlag, p. 175-186 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6437 LNAI, no. PART 1).

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

    7 Scopus citations

  • SISREC: A system for image retrieval

    Sossa, H., Olguín, J. L., Villaseñor, A. & Toscano, F. A., 2003, Proceedings of the 4th Mexican International Conference on Computer Science, ENC 2003. Chavez, E., Favela, J., Oliart, A. & Mejia, M. (eds.). IEEE Computer Society, p. 96-100 5 p. 1232881. (Proceedings of the Mexican International Conference on Computer Science; vol. 2003-January).

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

  • Study of the influence of noise in the values of a median associative memory

    Sossa, H., Barrón, R. & Vázquez, R. A., 2007, Adaptive and Natural Computing Algorithms - 8th International Conference, ICANNGA 2007, Proceedings. PART 2 ed. Springer Verlag, p. 55-62 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4432 LNCS, no. PART 2).

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

    6 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

  • Support vector machines applied to 2-D binary image Euler number computation

    Sossa, H., Carreon, A., Santiago, R. & Petrilli-Barcelo, A., 22 Dec 2016, Proceedings - 2016 International Conference on Mechatronics, Electronics, and Automotive Engineering, ICMEAE 2016. Institute of Electrical and Electronics Engineers Inc., p. 3-8 6 p. 7796022. (Proceedings - 2016 International Conference on Mechatronics, Electronics, and Automotive Engineering, ICMEAE 2016).

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

    3 Scopus citations

  • The role of the infant vision system in 3d object recognition

    Vázquez, R. A., Sossa, H. & Garro, B. A., 2009, Advances in Neuro-Information Processing - 15th International Conference, ICONIP 2008, Revised Selected Papers. PART 2 ed. p. 800-807 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5507 LNCS, no. PART 2).

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

    2 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
  • 19 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

  • 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

  • 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

  • Training a multilayered perceptron to compute the Euler number of a 2-D binary image

    Sossa, H., Carreón, Á. & Santiago, R., 2016, Pattern Recognition - 8th Mexican Conference, MCPR 2016, Proceedings. Olvera-López, J. A., Martínez-Trinidad, J. F., Carrasco-Ochoa, J. A., Ayala-Ramírez, V. & Jiang, X. (eds.). Springer Verlag, p. 44-53 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9703).

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

    2 Scopus citations

  • Unsupervised image retrieval with similar lighting conditions

    Serrano, J. F., Avilés, C., Sossa, H., Villegas, J. & Olague, G., 2010, Proceedings - 2010 20th International Conference on Pattern Recognition, ICPR 2010. p. 4368-4371 4 p. 5597872. (Proceedings - International Conference on Pattern Recognition).

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

    1 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

  • Vegetation segmentation in cornfield images using bag of words

    Campos, Y., Rodner, E., Denzler, J., Sossa, H. & Pajares, G., 2016, Advanced Concepts for Intelligent Vision Systems - 17th International Conference, ACIVS 2016, Proceedings. Distante, C., Popescu, D., Scheunders, P., Philips, W. & Blanc-Talon, J. (eds.). Springer Verlag, p. 193-204 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10016 LNCS).

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

    5 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

  • 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

  • Vision system adapted to a mobile tracked robot

    Escalona, U., Rubio, E., Sossa, H. & Ponce-Ponce, V. H., 10 Nov 2017, 2017 56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017. Institute of Electrical and Electronics Engineers Inc., p. 401-406 6 p. (2017 56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017; vol. 2017-November).

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

    1 Scopus citations

  • Voice translator based on associative memories

    Vázquez, R. A. & Sossa, H., 2008, Advances in Neural Networks - ISNN 2008 - 5th International Symposium on Neural Networks, ISNN 2008, Proceedings. PART 2 ed. Springer Verlag, p. 341-350 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5264 LNCS, no. PART 2).

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

    2 Scopus citations

  • Wavelet transforms and neural networks applied to image retrieval

    Gonzalez, A. C., Sossa, J. H., Felipe, E. M. & Pogrebnyak, O., 2006, Proceedings - 18th International Conference on Pattern Recognition, ICPR 2006. p. 909-912 4 p. 1699353. (Proceedings - International Conference on Pattern Recognition; vol. 2).

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

    9 Scopus citations

  • Web-services based ontology agent

    Peña, A., Sossa, H. & Gutierrez, F., 2007, Proceedings of DFMA 2006 - 2nd International Conference on Distributed Frameworks for Multimedia Applications. p. 112-119 8 p. 4077728. (Proceedings of DFMA 2006 - 2nd International Conference on Distributed Frameworks for Multimedia Applications).

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

    6 Scopus citations