Robust sparse channel estimation for OFDM system using an iterative algorithm based on complex median. - Jesus Omar Lacruz; Juan Marcos Ramirez; Jose L. Paredes (ICASSP, 2014)

Robust Transforms Based on the Weighted Median Operator. - Juan Marcos Ramirez; José Luis Paredes (IEEE Signal Process. Lett., 2015)

Recursive Weighted Myriad Based Filters and Their Optimizations. - Juan Marcos Ramirez; José Luis Paredes (IEEE Trans. Signal Process., 2016)

Recursive myriad-mean filters: Adaptive algorithms and applications. - Juan Marcos Ramirez; José Luis Paredes (Signal Process., 2017)

Spectral-Spatial Classification from Multi-Sensor Compressive Measurements Using Superpixels. - Carlos Hinojosa; Juan Marcos Ramirez; Henry Arguello (ICIP, 2019)

Multiresolution Compressive Feature Fusion for Spectral Image Classification. - Juan Marcos Ramirez; Henry Arguello (IEEE Trans. Geosci. Remote. Sens., 2019)

Reconstruction of 2D Seismic Wavefields from Nonuniformly Sampled Sources. - Laura Galvis; Juan Marcos Ramirez; Edwin Vargas; Ofelia P. Villarreal; William Agudelo; Henry Arguello (Computational Imaging, 2020)

Spectral Video Compression Using Convolutional Sparse Coding. - Crisostomo Alberto Barajas-Solano; Juan Marcos Ramirez; Henry Arguello (DCC, 2020)

Convolutional sparse coding framework for compressive spectral imaging. - Crisostomo Barajas-Solano; Juan Marcos Ramirez; Henry Arguello (J. Vis. Commun. Image Represent., 2020)

ADMM-based ℓ1-ℓ1 optimization algorithm for robust sparse channel estimation in OFDM systems. - Héctor Vargas; Juan Marcos Ramirez; Henry Arguello (Signal Process., 2020)

Spectral Image Classification From Multi-Sensor Compressive Measurements. - Juan Marcos Ramirez; Henry Arguello (IEEE Trans. Geosci. Remote. Sens., 2020)

Subspace-Based Feature Fusion from Hyperspectral and Multispectral Images for Land Cover Classification. - Juan Marcos Ramirez; Héctor Vargas; José Ignacio Martinez Torre; Henry Arguello (IGARSS, 2021)

Subspace-Based Feature Fusion From Hyperspectral And Multispectral Image For Land Cover Classification. - Juan Marcos Ramirez; Héctor Vargas; José Ignacio Martinez Torre; Henry Arguello (CoRR, 2021)

LADMM-Net: An unrolled deep network for spectral image fusion from compressive data. - Juan Marcos Ramirez; José Ignacio Martinez Torre; Henry Arguello (Signal Process., 2021)

Feature fusion via dual-resolution compressive measurement matrix analysis for spectral image classification. - Juan Marcos Ramirez; José Ignacio Martinez Torre; Henry Arguello (Signal Process. Image Commun., 2021)

Adaptive Multisensor Acquisition via Spatial Contextual Information for Compressive Spectral Image Classification. - Nelson Diaz; Juan Marcos Ramirez; Esteban Vera; Henry Arguello (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Hen datacube with ground truth. - Nelson Diaz; Juan Marcos Ramirez; Esteban Vera; Henry Arguello (IEEE DataPort, 2021)

Cleaning Matters! Preprocessing-enhanced Anomaly Detection and Classification in Mobile Networks. - Juan Marcos Ramirez; Pablo J. Rojo Maroni; Fernando Díez Muñoz; Vincenzo Mancuso; Antonio Fernández Anta (MedComNet, 2022)

Covariance Estimation From Compressive Data Partitions Using a Projected Gradient-Based Algorithm. - Jonathan Monsalve; Juan Marcos Ramirez; Iñaki Esnaola; Henry Arguello (IEEE Trans. Image Process., 2022)

Estimating Temporal Trends using Indirect Surveys. - Ajitesh Srivastava; Juan Marcos Ramirez; Sergio Díaz-Aranda; José Aguilar 001; Antonio Ortega; Antonio Fernández Anta; Rosa Lillo-Rodriguez (CoRR, 2023)

Explainable machine learning for performance anomaly detection and classification in mobile networks. - Juan Marcos Ramirez; Fernando Díez Muñoz; Pablo J. Rojo Maroni; Vincenzo Mancuso; Antonio Fernández Anta (Comput. Commun., 2023)

Multi-Sensor Image Feature Fusion via Subspace-Based Approach Using $ ell _{1}$-Gradient Regularization. - Héctor Vargas; Juan Marcos Ramirez; Samuel Pinilla; José Ignacio Martinez Torre (IEEE J. Sel. Top. Signal Process., 2023)

Compressive Spectral Video Sensing using the Convolutional Sparse Coding framework CSC4D. - Crisostomo Barajas-Solano; Juan Marcos Ramirez; José Ignacio Martinez Torre; Henry Arguello (J. Vis. Commun. Image Represent., 2023)

Consistent comparison of symptom-based methods for COVID-19 infection detection. - Jesús Rufino; Juan Marcos Ramirez; José Aguilar 001; Carlos Baquero; Jaya Prakash Champati; Davide Frey; Rosa Elvira Lillo; Antonio Fernández Anta (Int. J. Medical Informatics, 2023)

Nowcasting Temporal Trends Using Indirect Surveys. - Ajitesh Srivastava; Juan Marcos Ramirez; Sergio Díaz-Aranda; José Aguilar 001; Antonio Fernández Anta; Antonio Ortega; Rosa Elvira Lillo (AAAI, 2024)

A Stacking Ensemble Machine Learning Strategy for COVID-19 Seroprevalence Estimations in the USA Based on Genetic Programming. - Gontzal Sagastabeitia; Josu Doncel; Antonio Fernández Anta; José Aguilar 001; Juan Marcos Ramirez (CEC, 2024)

The Rumble in the Millimeter Wave Jungle: Obstructions Vs Ris. - Juan Marcos Ramirez; Vincenzo Mancuso; Marco Ajmone Marsan (MedComNet, 2024)

An In-Depth Analysis of COVID-19 Symptoms Considering the Co-Occurrence of Symptoms Using Clustering Algorithms. - Diego Benito; Jesús Rufino; Juan Marcos Ramirez; Antonio Fernández Anta; José Aguilar 001 (IEEE Access, 2024)

Explainability analysis: An in-depth comparison between Fuzzy Cognitive Maps and LAMDA. - Diego Benito; Carlos Quintero; José Aguilar 001; Juan Marcos Ramirez; Antonio Fernández Anta (Appl. Soft Comput., 2024)

Error Bounds for the Network Scale-Up Method. - Sergio Díaz-Aranda; Juan Marcos Ramirez; Mohit Daga; Jaya Prakash Champati; José Aguilar 001; Rosa Elvira Lillo; Antonio Fernández Anta (CoRR, 2024)

COVID-19 seroprevalence estimation and forecasting in the USA from ensemble machine learning models using a stacking strategy. - Gontzal Sagastabeitia; Josu Doncel; José Aguilar 001; Antonio Fernández Anta; Juan Marcos Ramirez (Expert Syst. Appl., 2024)

Social Compliance With NPIs, Mobility Patterns, and Reproduction Number: Lessons From COVID-19 in Europe. - Daniele Baccega; José Aguilar 001; Carlos Baquero; Antonio Fernández Anta; Juan Marcos Ramirez (IEEE Access, 2025)

Middle-output deep image prior for blind hyperspectral and multispectral image fusion. - Jorge Bacca; Christian Arcos; Juan Marcos Ramirez; Henry Arguello (Signal Process. Image Commun., 2025)

Assessing SDN Controller Vulnerabilities: A Survey on Attack Typologies, Detection Mechanisms, Controller Selection, and Dataset Application in Machine Learning. - Juliana Arevalo Herrera; Jorge Eliecer Camargo Mendoza; José Ignacio Martinez Torre; Tatiana Zona-Ortiz; Juan Marcos Ramirez (Wirel. Pers. Commun., 2025)