J. H. Sossa-Azuela

Producción científica

Producción científica por año 1987 2004 2006 2007 2008 2009 2010 2011 2013 2015 2016 2017 2018 2019 2020 2021 2022 2024

• 124 Contribución a la conferencia
• 102 Artículo
• 18 Artículo de la conferencia
• 15 Capítulo
• 10 Más
  • 8 Editorial
  • 2 Artículo de revisión

Producción científica por año

Producción científica por año

Resultados de la búsqueda

• Contribución a la conferencia

  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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Reinforcement Learning 100%
  • Inverted Pendulum 96%
  • Q-learning 83%
  • Pendulum 76%
  • Pendulums 70%
  11 Citas (Scopus)

• 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Segmentation 100%
  • Pavements 77%
  • Learning 75%
  • Deep learning 73%
  • Test System 63%

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

  Furlán, F., Rubio, E., Sossa, H. & Ponce, V., 1 ene. 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Mars 100%
  • Neural Networks 60%
  • Convolutional neural networks 59%
  • Rocks 55%
  • Architecture 35%
  18 Citas (Scopus)

• 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  Acceso abierto

  • Retrieval 100%
  • Feature Extraction 71%
  • Feature extraction 61%
  • Image retrieval 54%
  • Content-based Image Retrieval 30%
  1 Cita (Scopus)

• 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, n.º PART 1).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Web-based 100%
  • Sequencing 79%
  • Education 72%
  • Learning 60%
  • Semantics 56%
  7 Citas (Scopus)

• 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Image retrieval 100%
  • Object recognition 50%
  • Image analysis 46%
  • Experiments 17%

• 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, n.º PART 2).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Associative Memory 100%
  • Influence 53%
  • Data storage equipment 42%
  • Knowledge 26%
  • Experiment 26%
  6 Citas (Scopus)

• 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Anomaly Detection 100%
  • Experimental Study 80%
  • Anomaly detection 66%
  • Neural Networks 60%
  • Electricity 47%
  4 Citas (Scopus)

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

  Sossa, H., Carreon, A., Santiago, R. & Petrilli-Barcelo, A., 22 dic. 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Binary images 100%
  • Support vector machines 69%
  • Communication 21%
  3 Citas (Scopus)

• 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, n.º PART 2).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • 3D Object Recognition 100%
  • Vision System 83%
  • Object recognition 54%
  • Face recognition 49%
  • Detectors 40%
  2 Citas (Scopus)

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

  Valadez-Godinez, S., Sossa, H. & Santiago-Montero, R., 8 ene. 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Neurons 100%
  • Costs 41%
  • Ordinary differential equations 19%
  • Numerical methods 15%
  • Nonlinear systems 15%
  6 Citas (Scopus)

• 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 ago. 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Unmanned Aerial Vehicle 100%
  • Inspection 59%
  • Crack 52%
  • Unmanned aerial vehicles (UAV) 50%
  • Training 43%
  19 Citas (Scopus)

• 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  Acceso abierto

  • Pattern Classification 100%
  • Dendrite 94%
  • Dendrites (metallography) 83%
  • Neuron 72%
  • Neurons 65%
  7 Citas (Scopus)

• 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Leukemia 100%
  • Artificial Intelligence 91%
  • Artificial intelligence 67%
  • Pattern recognition 33%
  • Multi-class 32%

• 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Binary Image 100%
  • Perceptron 98%
  • Euler numbers 89%
  • Binary images 85%
  • Training 77%
  2 Citas (Scopus)

• 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Image retrieval 100%
  • Lighting 77%
  • Automatic indexing 30%
  • Labels 16%
  • Feature extraction 14%
  1 Cita (Scopus)

• 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Movement 100%
  • Support Vector Machine 93%
  • Neural Networks 93%
  • Neural Network Model 61%
  • Robot 60%
  1 Cita (Scopus)

• 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Vegetation 100%
  • Segmentation 76%
  • Supervised learning 66%
  • Labels 53%
  • Maize 52%
  5 Citas (Scopus)

• 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • 3D Image 100%
  • Binary Image 88%
  • Euler numbers 78%
  • Binary images 75%
  • Digital Image 69%
  3 Citas (Scopus)

• 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  Acceso abierto

  • Alarm systems 100%
  • Vision 90%
  • Deep neural networks 86%
  • Neural Networks 83%
  • Driver 69%
  5 Citas (Scopus)

• 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Vision System 100%
  • Mobile Robot 99%
  • robots 76%
  • Invariance 65%
  • Resistance 65%
  1 Cita (Scopus)

• 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, n.º PART 2).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Voice 100%
  • Associative Memory 98%
  • Data storage equipment 42%
  • Speech Recognition 35%
  • 3D Object Recognition 22%
  2 Citas (Scopus)

• 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Image retrieval 100%
  • Wavelet transforms 89%
  • Color 69%
  • Neural networks 58%
  • Aircraft 34%
  9 Citas (Scopus)

• 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Web services 100%
  • Ontology 92%
  • Multi agent systems 34%
  • Encapsulation 20%
  • Internet 12%
  6 Citas (Scopus)