Codes

Explainable Machine Learning for Performance Anomaly Detection and Classification in Mobile Networks

• Juan Ramirez, Fernando Diez, Pablo Rojo, Vincenzo Mancuso and Antonio Fernandez-Anta. "Explainable Machine Learning for Performance Anomaly Detection and Classification in Mobile Networks." Computer Communications, January, 2023. Python codes

Subspace-based Feature Fusion from Hyperspectral and Multispectral Images for Pixel-based Classification

• Juan Ramírez, Héctor Vargas, José Ignacio Martínez Torre, and Henry Arguello. “Subspace-Based Feature Fusion from Hyperspectral and Multispectral Images for Land Cover Classification” IEEE Geoscience and Remote Sensing Symposium (IGARSS 2021), Virtual Conference, September 2021. matlab codes

LADMM-Net: An unrolled deep network for spectral image fusion from compressive data

Spectral image fusion from compressive measurements

Image compressive sensing

• Juan Ramirez, José Ignacio Martínez Torre, and Henry Arguello. "LADMM-Net: An unrolled deep network for spectral image fusion from compressive data." Signal Processing, vol. 189, Dec, 2021. python codes

Feature fusion from dual-resolution compressive measurements for spectral image classification

• Juan Ramirez, José Ignacio Martínez Torre, and Henry Arguello. "Feature Fusion Via Dual-Resolution Compressive Measurement Matrix Analysis For Spectral Image Classification." Signal Processing: Image Communication, vol. 90, Jan, 2021. matlab codes

Recursive Weighted Myriad Filters

• Juan Ramírez and Jose Luis Paredes, "Recursive Weighted Myriad Based Filters and their Optimizations", IEEE Transactions on Signal Processing, vol.64, No. 15, pp. 4027-4039, Aug, 2016. matlab codes

Sparse Signal Recovery Based on Weighted Median

• Juan Ramírez and Jose Luis Paredes, "Robust Sparse Signal Recovery based on Weighted Median Operator", Proceedings of International Conference on Acoustic, Speech, and Signal Processing (ICASSP 2014), Florence, Italy, vol II, pp. 1050-1054, May 2014. C-codes