Loss Functions and Metrics in Deep Learning. A Review. - Juan R. Terven; Diana-Margarita Córdova-Esparza; Alfonso Ramirez-Pedraza; Edgar A. Chavez-Urbiola (CoRR, 2023)

Land Cover Image Classification. - Antonio Rangel; Juan R. Terven; Diana-Margarita Córdova-Esparza; Edgar A. Chavez-Urbiola (CoRR, 2024)

Tracking U.S. Land Cover Changes: A Dataset of Sentinel-2 Imagery and Dynamic World Labels (2016-2024). - Antonio Rangel; Juan R. Terven; Diana-Margarita Córdova-Esparza; Julio-Alejandro Romero-González; Alfonso Ramirez-Pedraza; Edgar A. Chavez-Urbiola; Francisco. J. Willars-Rodríguez; Gendry Alfonso Francia (Data, 2025)

A comprehensive survey of loss functions and metrics in deep learning. - Juan R. Terven; Diana-Margarita Córdova-Esparza; Julio-Alejandro Romero-González; Alfonso Ramirez-Pedraza; Edgar A. Chavez-Urbiola (Artif. Intell. Rev., 2025)