Publications

This page lists all my current research publications.

Articles

Published

  • Fonseca R, Guarnizo O, Suntaxi D, Cadiz A, Creixell W. Convolutional Neural Network Feature Extraction Using Covariance Tensor Decomposition. IEEE Access. 27 Apr 2021; pp. 9:66646-60. DOI: 10.1109/ACCESS.2021.3076033 (Open Access)

  • J. Pereira, D. Suntaxi, O. Guarnizo, F Villalba, and D. Almeida. Comparison between Two Novel Approaches in Automatic Breast Cancer Detection and Diagnosis and its Contribution in Military Defense. Developments and Advances in Defense and Security. Springer, Singapore, 2021. 189-201; pp. 10. DOI: https://doi.org/10.1007/978-981-16-4884-7_15

  • O. Guarnizo and I. Pineda. Three Dimensional Adaptive Path Planning Simulation Based On Ant Colony Optimization Algorithm. The Sixth IEEE Latin American Conference on Computational Intelligence LA-CCI, IEEE. 11 Nov 2019; pp. 1-6. DOI: 10.1109/LA-CCI47412.2019.9037049

  • J. R. González, F. P. Zhapa, O. V. Guarnizo and F. Ortega-Zamorano. Successive Adaptive Linear Neural Modeling for Equidistant Real Roots Finding. Third Ecuador Technical Chapters Meeting (ETCM), IEEE. 15 Oct 2018; pp. 1-6. DOI: 10.1109/ETCM.2018.8580280

In Review

  • O. Guarnizo and I. Pineda, Empirical PCA Evaluation of an ACO Algorithm for Path Planning, 14th International Conference on Agents and Artificial Intelligence, ICAART, 3‐5 February, 2022. pp. 12. (Peer‐review)

In Press

  • D. Suntaxi, O. Guarnizo, F. Crespo, S. Quintanchala, I. Pineda and M. E. Morocho. Deep Learning and Computer Vision in Smart Agriculture: Datasets, Models, and Applications. 8th International Conference on Information Management and Big Data (SIMBig2021). 01-02 Dec 2021; pp. 12.
  • F. A. Castro, F. Zhapa, A. Ramos and O. Guarnizo. Recent Developments in the Deneralization of Voronoi Diagrams and their Application to Homotopy Continuation. The Sixth International Conference on Analytic Number Theory and Spatial Tessellations. Kyiv, Ukraine, 24-28 Sep 2018; pp. 6.

Undergraduate Thesis