Juan Marcos Ramirez

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 28

Top Topics

Top Venues

Signal Process.

J. Vis. Commun. Image Represent.

IEEE Trans. Geosci. Remote. Sens.

Publications

Gontzal Sagastabeitia, Josu Doncel, Antonio Fernández Anta, José Aguilar, Juan Marcos Ramirez
A Stacking Ensemble Machine Learning Strategy for COVID-19 Seroprevalence Estimations in the USA Based on Genetic Programming. CEC (2024)
Juan Marcos Ramirez, Vincenzo Mancuso, Marco Ajmone Marsan
The Rumble in the Millimeter Wave Jungle: Obstructions Vs Ris. MedComNet (2024)
Diego Benito, Carlos Quintero, José Aguilar, Juan Marcos Ramirez, Antonio Fernández Anta
Explainability analysis: An in-depth comparison between Fuzzy Cognitive Maps and LAMDA. Appl. Soft Comput. 164 (2024)
Ajitesh Srivastava, Juan Marcos Ramirez, Sergio Díaz-Aranda, José Aguilar, Antonio Fernández Anta, Antonio Ortega, Rosa Elvira Lillo
Nowcasting Temporal Trends Using Indirect Surveys. AAAI (2024)
Sergio Díaz-Aranda, Juan Marcos Ramirez, Mohit Daga, Jaya Prakash Champati, José Aguilar, Rosa Elvira Lillo, Antonio Fernández Anta
Error Bounds for the Network Scale-Up Method. CoRR (2024)
Gontzal Sagastabeitia, Josu Doncel, José Aguilar, Antonio Fernández Anta, Juan Marcos Ramirez
COVID-19 seroprevalence estimation and forecasting in the USA from ensemble machine learning models using a stacking strategy. Expert Syst. Appl. 258 (2024)
Héctor Vargas, Juan Marcos Ramirez, Samuel Pinilla, José Ignacio Martinez Torre
Multi-Sensor Image Feature Fusion via Subspace-Based Approach Using $\ell _{1}$-Gradient Regularization. IEEE J. Sel. Top. Signal Process. 17 (2) (2023)
Ajitesh Srivastava, Juan Marcos Ramirez, Sergio Diaz, Jose Aguilar, Antonio Ortega, Antonio Fernández Anta, Rosa Lillo-Rodriguez
Estimating Temporal Trends using Indirect Surveys. CoRR (2023)
Juan Marcos Ramirez, Fernando Díez Muñoz, Pablo J. Rojo Maroni, Vincenzo Mancuso, Antonio Fernández Anta
Explainable machine learning for performance anomaly detection and classification in mobile networks. Comput. Commun. 200 (2023)
Jesús Rufino, Juan Marcos Ramirez, José Aguilar, Carlos Baquero, Jaya Prakash Champati, Davide Frey, Rosa Elvira Lillo, Antonio Fernández Anta
Consistent comparison of symptom-based methods for COVID-19 infection detection. Int. J. Medical Informatics 177 (2023)
Crisostomo Barajas-Solano, Juan Marcos Ramirez, José Ignacio Martinez Torre, Henry Arguello
Compressive Spectral Video Sensing using the Convolutional Sparse Coding framework CSC4D. J. Vis. Commun. Image Represent. 92 (2023)
Jonathan Monsalve, Juan Marcos Ramirez, Iñaki Esnaola, Henry Arguello
Covariance Estimation From Compressive Data Partitions Using a Projected Gradient-Based Algorithm. IEEE Trans. Image Process. 31 (2022)
Juan Marcos Ramirez, José Ignacio Martinez Torre, Henry Arguello
LADMM-Net: An unrolled deep network for spectral image fusion from compressive data. Signal Process. 189 (2021)
Nelson Diaz, Juan Marcos Ramirez, Esteban Vera, Henry Arguello
Adaptive Multisensor Acquisition via Spatial Contextual Information for Compressive Spectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Juan Marcos Ramirez, José Ignacio Martinez Torre, Henry Arguello Fuentes
LADMM-Net: An Unrolled Deep Network For Spectral Image Fusion From Compressive Data. CoRR (2021)
Juan Marcos Ramirez, Héctor Vargas, José Ignacio Martinez Torre, Henry Arguello
Subspace-Based Feature Fusion From Hyperspectral And Multispectral Image For Land Cover Classification. CoRR (2021)
Juan Marcos Ramirez, José Ignacio Martinez Torre, Henry Arguello
Feature fusion via dual-resolution compressive measurement matrix analysis for spectral image classification. Signal Process. Image Commun. 90 (2021)
Juan Marcos Ramirez, Héctor Vargas, José Ignacio Martinez Torre, Henry Arguello
Subspace-Based Feature Fusion from Hyperspectral and Multispectral Images for Land Cover Classification. IGARSS (2021)
Laura Galvis, Juan Marcos Ramirez, Edwin Vargas, Ofelia P. Villarreal, William Agudelo, Henry Arguello
Reconstruction of 2D Seismic Wavefields from Nonuniformly Sampled Sources. Computational Imaging (2020)
Héctor Vargas, Juan Marcos Ramirez, Henry Arguello
ADMM-based ℓ1-ℓ1 optimization algorithm for robust sparse channel estimation in OFDM systems. Signal Process. 167 (2020)
Crisostomo Barajas-Solano, Juan Marcos Ramirez, Henry Arguello
Convolutional sparse coding framework for compressive spectral imaging. J. Vis. Commun. Image Represent. 66 (2020)
Crisostomo Alberto Barajas-Solano, Juan Marcos Ramirez, Henry Arguello
Spectral Video Compression Using Convolutional Sparse Coding. DCC (2020)
Juan Marcos Ramirez, Henry Arguello
Spectral Image Classification From Multi-Sensor Compressive Measurements. IEEE Trans. Geosci. Remote. Sens. 58 (1) (2020)
Carlos Hinojosa, Juan Marcos Ramirez, Henry Arguello
Spectral-Spatial Classification from Multi-Sensor Compressive Measurements Using Superpixels. ICIP (2019)
Juan Marcos Ramirez, Henry Arguello
Multiresolution Compressive Feature Fusion for Spectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57 (12) (2019)
Juan Marcos Ramirez, José Luis Paredes
Recursive myriad-mean filters: Adaptive algorithms and applications. Signal Process. 139 (2017)
Juan Marcos Ramirez, José Luis Paredes
Recursive Weighted Myriad Based Filters and Their Optimizations. IEEE Trans. Signal Process. 64 (15) (2016)
Juan Marcos Ramirez, José Luis Paredes
Robust Transforms Based on the Weighted Median Operator. IEEE Signal Process. Lett. 22 (1) (2015)