Publications in collaboration with researchers from Universidad Central del Ecuador (12)

2022

  1. Architecture for Automatic Recognition of Group Activities Using Local Motions and Context

    IEEE Access, Vol. 10, pp. 79874-79889

2021

  1. A Deep Learning Architecture for Recognizing Abnormal Activities of Groups Using Context and Motion Information

    Advances in Intelligent Systems and Computing

  2. A Deep Learning Architecture for Recognizing Abnormal Activities of Groups Using Context and Motion Information

    15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020): Burgos, Spain ; September 2020

  3. Effect of Migration Flows on the Ethnic Identity of the Indigenous Peoples of the Amazonian Communities

    Springer Proceedings in Complexity

2020

  1. Cultural identity distance computation through artificial intelligence as an analysis tool of the amazon indigenous people. A case study in the waorani community

    Sustainability (Switzerland), Vol. 12, Núm. 22, pp. 1-16

  2. Deep Learning Architecture for Group Activity Recognition using Description of Local Motions∗

    Proceedings of the International Joint Conference on Neural Networks

  3. Quantification of cultural identity through artificial intelligence: a case study on the Waorani Amazonian ethnicity

    Soft Computing, Vol. 24, Núm. 15, pp. 11045-11057

2019

  1. Identification of factors of indigenous ethnic identity: A case study on the waorani amazonian ethnicity

    Springer Proceedings in Complexity

2018

  1. A Short Review of Deep Learning Methods for Understanding Group and Crowd Activities

    Proceedings of the International Joint Conference on Neural Networks

  2. A compilation of methods and datasets for group and crowd action recognition

    Computer Vision: Concepts, Methodologies, Tools, and Applications (IGI Global), pp. 2025-2041

  3. A short review of deep learning methods for understanding group and crowd activities

    2018 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN)

2017

  1. Machine learning methods from group to crowd behaviour analysis

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)