Publications by the researcher in collaboration with JUAN CARLOS RUIZ MOLINA (65)

2025

  1. Quaternion kernel partial least squares regression algorithms

    Journal of the Franklin Institute, Vol. 362, Núm. 7

2024

  1. A T-Proper Karhunen-Loeve Expansion and its Application to the Problem of Simulation

    IEEE International Workshop on Machine Learning for Signal Processing, MLSP

  2. Biased regression algorithms in the quaternion domain

    Journal of the Franklin Institute, Vol. 361, Núm. 7

  3. Proper Processing of β-Quaternion Wide-Sense Markov Signals From Randomly Lost Observations

    IEEE Signal Processing Letters, Vol. 31, pp. 2060-2064

  4. β-Quaternion Centralized Fusion Estimation Problem Under First-Order Properness Conditions

    8th IEEE International Forum on Research and Technologies for Society and Industry Innovation, RTSI 2024 - Proceeding

2023

  1. Proper adaptive filtering in four-dimensional Cayley–Dickson algebras

    Journal of the Franklin Institute, Vol. 360, Núm. 12, pp. 7739-7769

  2. The Distributed Fusion Filtering Problem Of Tessarine Signals From Multisensor Observations Affected With Packet Dropouts

    IEEE International Workshop on Machine Learning for Signal Processing, MLSP

2022

  1. Multisensor Fusion Estimation for Systems with Uncertain Measurements, Based on Reduced Dimension Hypercomplex Techniques

    Mathematics, Vol. 10, Núm. 14

  2. Proper ARMA Modeling and Forecasting in the Generalized Segre’s Quaternions Domain

    Mathematics, Vol. 10, Núm. 7

2021

  1. T-proper hypercomplex centralized fusion estimation for randomly multiple sensor delays systems with correlated noises

    Sensors, Vol. 21, Núm. 17

  2. The distributed and centralized fusion filtering problems of tessarine signals from multi-sensor randomly delayed and missing observations under Tk-properness conditions

    Mathematics, Vol. 9, Núm. 22

  3. Wide-sense Markov signals on the tessarine domain. A study under properness conditions

    Signal Processing, Vol. 183

2020

  1. Semi-widely linear estimation algorithms of quaternion signals with missing observations and correlated noises

    Journal of the Franklin Institute, Vol. 357, Núm. 5, pp. 3075-3096

  2. Tessarine signal processing under the T-properness condition

    Journal of the Franklin Institute, Vol. 357, Núm. 14, pp. 10100-10126

2019

  1. Estimation of Widely Factorizable Hypercomplex Signals with Uncertain Observations

    ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

  2. Widely linear estimation for multisensor quaternion systems with mixed uncertainties in the observations

    Journal of the Franklin Institute, Vol. 356, Núm. 5, pp. 3115-3138

2017

  1. Widely linear estimation of quaternion signals with intermittent observations

    Signal Processing, Vol. 136, pp. 92-101

2016

  1. A semi-widely linear filtering algorithm for ℂη-proper quaternion signals based on randomly modeled observations

    IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC

  2. Semi-widely linear estimation of Cη-proper quaternion random signal vectors under Gaussian and stationary conditions

    Signal Processing, Vol. 119, pp. 56-66

2015

  1. A widely linear quadratic estimation algorithm for functionals of Gaussian signals

    Proceedings of the IASTED International Conference on Modelling, Identification and Control