Año
Autores / Publicación
romero, m., Marrero Ponce, Y., Martinez Rios, F., Aguero Chapin, G., Aguilera Mendoza, L., Chávez González, E. L., Márquez, E. A., Perez Perez, N., José, R. M., Contreras Torres, E., & Barigye, S. J. (2025). Half-Space Proximal Networks (HSPNs): A Proxy for Multi-Query Similarity Searching Models Predicting Tumor-Homing Peptides. ACS Omega. doi: 10.1021/acsomega.5c07055. (ID: 30774)
foster, c., Chávez González, E. L., & Kimia, B. (2025). Finding HSP neighbors via an exact, hierarchical approach. Information Systems. doi: 10.1016/j.is.2025.102565. (ID: 30678)
Marchand-Maillet, S., & Chávez González, E. L. (2024). HubHSP graph: Capturing local geometrical and statistical data properties via spanning graphs. Information Systems, 121. doi: 10.1016/j.is.2023.102341. (ID: 29630)
Quiroz Palominos, B. R., martinez, b., Camarena Ibarrola, A., & Chávez González, E. L. (2023). Design of a brief perceptual loss function with Hadamard codes. Multimedia Tools and Applications. doi: 10.1007/s11042-023-18023-9. (ID: 29629)
Aguilera Mendoza, L., Ayala Ruano, S., Martinez Rios, F., Chávez González, E. L., García Jacas, C. R., Brizuela Rodríguez, C. A., & Marrero Ponce, Y. (2023). StarPep Toolbox: an open-source software to assist chemical space analysis of bioactive peptides and their functions using complex networks. Bioinformatics. doi: 10.1093/bioinformatics/btad506. (ID: 28884)
Monarca Pintle, G. I., Cibrian Robles, F. L., Chávez González, E. L., & Tentori Espinosa, M. E. (2022). Using a small dataset to classify strength-interactions with an elastic display: a case study for the screening of autism spectrum disorder. International Journal of Machine Learning and Cybernetics. doi: 10.1007/s13042-022-01554-2. (ID: 28411)
Talamantes Alvarez, A., & Chávez González, E. L. (2022). Instance-based learning using the half-space proximal graph. Pattern Recognition Letters, 156, 88-95. doi: 10.1016/j.patrec.2022.01.025. (ID: 28313)
mirabal, p., Abreu, J., Seco, D., Pedreira, O., & Chávez González, E. L. (2021). Boosting perturbation-based iterative algorithms to compute the median string. IEEE Access. doi: 10.1109/ACCESS.2021.3137767. (ID: 27174)
Vadicamo, L., Gennaro, C., Falchi, F., Chávez González, E. L., Connor C.H., R., & amato, G. (2021). Re-ranking via local embeddings: A use case with permutation-based indexing and the nSimplex projection. Information Systems, 95(101506). doi: 10.1016/j.is.2020.101506. (ID: 26176)
Hoyos Ibarra, A. J., Ruiz Lopez, U., & Chávez González, E. L. (2021). Hadamard's Defense Against Adversarial Examples. IEEE Access, 9, 118324-118333. doi: 10.1109/ACCESS.2021.3106855. (ID: 27028)
Vadicamo, L., Connor C.H., R., & Chávez González, E. L. (2021). Query filtering using two-dimensional local embeddings. Information Systems, 101. doi: 10.1016/j.is.2021.101808. (ID: 26961)
Téllez Avila, E. S., Ruiz Velazques, L. G., Chávez González, E. L., & Graff, M. (2021). A scalable solution to the nearest neighbor search problem through local-search methods on neighbor graphs. Pattern Analysis and Applications. doi: 10.1007/s10044-020-00946-w. (ID: 26830)
Aguilera Mendoza, L., Marrero Ponce, Y., García Jacas, C. R., Chávez González, E. L., Beltrán Verdugo, J. A., Guillén Ramírez, H. A., & Brizuela Rodríguez, C. A. (2020). Automatic construction of molecular similarity networks for visual graph mining in chemical space of bioactive peptides: an unsupervised learning approach. Scientific Reports, 10, 18074. doi: 10.1038/s41598-020-75029-1. (ID: 26306)
Ruiz Velazques, L. G., Chávez González, E. L., Ruiz Lopez, U., & Téllez Avila, E. S. (2019). Extreme pivots: a pivot selection strategy for faster metric search. Knowledge and Information Systems. doi: 10.1007/s10115-019-01423-5. (ID: 25133)
Hoyos Ibarra, A. J., Ruiz Lopez, U., Chávez González, E. L., & Téllez Avila, E. S. (2019). Self indexed motion planning. Information Systems. doi: 10.1016/j.is.2019.04.011. (ID: 24916)