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Juan Marcos Ramirez
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Journal Articles
- 2024
- [j18]Diego Benito, Jesús Rufino, Juan Marcos Ramirez, Antonio Fernández Anta, José Aguilar:
An In-Depth Analysis of COVID-19 Symptoms Considering the Co-Occurrence of Symptoms Using Clustering Algorithms. IEEE Access 12: 127792-127804 (2024) - [j17]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: 111940 (2024) - [j16]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: 124930 (2024) - 2023
- [j15]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: 113-131 (2023) - [j14]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: 105133 (2023) - [j13]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): 525-537 (2023) - [j12]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: 103782 (2023) - 2022
- [j11]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: 4817-4827 (2022) - 2021
- [j10]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: 108239 (2021) - [j9]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: 116014 (2021) - [j8]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: 9254-9266 (2021) - 2020
- [j7]Crisostomo Barajas-Solano, Juan Marcos Ramirez, Henry Arguello:
Convolutional sparse coding framework for compressive spectral imaging. J. Vis. Commun. Image Represent. 66: 102690 (2020) - [j6]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) - [j5]Juan Marcos Ramirez, Henry Arguello:
Spectral Image Classification From Multi-Sensor Compressive Measurements. IEEE Trans. Geosci. Remote. Sens. 58(1): 626-636 (2020) - 2019
- [j4]Juan Marcos Ramirez, Henry Arguello:
Multiresolution Compressive Feature Fusion for Spectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(12): 9900-9911 (2019) - 2017
- [j3]Juan Marcos Ramirez, José Luis Paredes:
Recursive myriad-mean filters: Adaptive algorithms and applications. Signal Process. 139: 12-24 (2017) - 2016
- [j2]Juan Marcos Ramirez, José Luis Paredes:
Recursive Weighted Myriad Based Filters and Their Optimizations. IEEE Trans. Signal Process. 64(15): 4027-4039 (2016) - 2015
- [j1]Juan Marcos Ramirez, José Luis Paredes:
Robust Transforms Based on the Weighted Median Operator. IEEE Signal Process. Lett. 22(1): 120-124 (2015)
Conference and Workshop Papers
- 2024
- [c9]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: 22359-22367 - [c8]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: 1-10 - [c7]Juan Marcos Ramirez, Vincenzo Mancuso, Marco Ajmone Marsan:
The Rumble in the Millimeter Wave Jungle: Obstructions Vs Ris. MedComNet 2024: 1-10 - 2022
- [c6]Juan Marcos Ramirez, Pablo J. Rojo Maroni, Fernando Díez Muñoz, Vincenzo Mancuso, Antonio Fernández Anta:
Cleaning Matters! Preprocessing-enhanced Anomaly Detection and Classification in Mobile Networks. MedComNet 2022: 103-112 - 2021
- [c5]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: 3003-3006 - 2020
- [c4]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 - [c3]Crisostomo Alberto Barajas-Solano, Juan Marcos Ramirez, Henry Arguello:
Spectral Video Compression Using Convolutional Sparse Coding. DCC 2020: 253-262 - 2019
- [c2]Carlos Hinojosa, Juan Marcos Ramirez, Henry Arguello:
Spectral-Spatial Classification from Multi-Sensor Compressive Measurements Using Superpixels. ICIP 2019: 3143-3147 - 2014
- [c1]Jesus Omar Lacruz, Juan Marcos Ramirez, Jose L. Paredes:
Robust sparse channel estimation for OFDM system using an iterative algorithm based on complex median. ICASSP 2014: 6429-6433
Data and Artifacts
- 2021
- [d1]Nelson Diaz, Juan Marcos Ramirez, Esteban Vera, Henry Arguello:
Hen datacube with ground truth. IEEE DataPort, 2021
Informal and Other Publications
- 2024
- [i4]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 abs/2407.10640 (2024) - 2023
- [i3]Ajitesh Srivastava, Juan Marcos Ramirez, Sergio Díaz-Aranda, José Aguilar, Antonio Ortega, Antonio Fernández Anta, Rosa Lillo-Rodriguez:
Estimating Temporal Trends using Indirect Surveys. CoRR abs/2307.06643 (2023) - 2021
- [i2]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 abs/2102.11228 (2021) - [i1]Juan Marcos Ramirez, José Ignacio Martinez Torre, Henry Arguello Fuentes:
LADMM-Net: An Unrolled Deep Network For Spectral Image Fusion From Compressive Data. CoRR abs/2103.00940 (2021)
Coauthor Index
aka: Henry Arguello Fuentes
aka: Antonio Fernández Anta
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