Juan Carlos Ruiz-Molina

Orcid: 0000-0002-3128-8030

According to our database1, Juan Carlos Ruiz-Molina authored at least 54 papers between 1998 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Bibliography

2024
Proper Processing of $\beta$-Quaternion Wide-Sense Markov Signals From Randomly Lost Observations.
IEEE Signal Process. Lett., 2024

Biased regression algorithms in the quaternion domain.
J. Frankl. Inst., 2024

β-Quaternion Centralized Fusion Estimation Problem Under First-Order Properness Conditions.
Proceedings of the 8th IEEE Forum on Research and Technologies for Society and Industry Innovation, 2024

A $\mathbb{T} -\text{Proper}$ Karhunen-Loeve Expansion and its Application to the Problem of Simulation.
Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024

2023
Proper adaptive filtering in four-dimensional Cayley-Dickson algebras.
J. Frankl. Inst., 2023

The Distributed Fusion Filtering Problem Of Tessarine Signals From Multisensor Observations Affected With Packet Dropouts.
Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023

2022
Optimal Prediction of Tessarine Signals from Multi-sensor Uncertain Observations under Tk-Properness Conditions.
Proceedings of the 19th International Conference on Informatics in Control, 2022

2021
Wide-sense Markov signals on the tessarine domain. A study under properness conditions.
Signal Process., 2021

T-Proper Hypercomplex Centralized Fusion Estimation for Randomly Multiple Sensor Delays Systems with Correlated Noises.
Sensors, 2021

2020
Tessarine signal processing under the T-properness condition.
J. Frankl. Inst., 2020

Semi-widely linear estimation algorithms of quaternion signals with missing observations and correlated noises.
J. Frankl. Inst., 2020

2019
Widely linear estimation for multisensor quaternion systems with mixed uncertainties in the observations.
J. Frankl. Inst., 2019

Estimation of Widely Factorizable Hypercomplex Signals with Uncertain Observations.
Proceedings of the IEEE International Conference on Acoustics, 2019

2017
Widely linear estimation of quaternion signals with intermittent observations.
Signal Process., 2017

2016
Semi-widely linear estimation of C<sup>η</sup>-proper quaternion random signal vectors under Gaussian and stationary conditions.
Signal Process., 2016

A semi-widely linear filtering algorithm for ℂ<sup>η</sup>-proper quaternion signals based on randomly modeled observations.
Proceedings of the 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2016

2015
Semi-Widely Simulation and Estimation of Continuous-Time BBC<sup>η</sup>-Proper Quaternion Random Signals.
IEEE Trans. Signal Process., 2015

2014
A Quaternion Widely Linear Model for Nonlinear Gaussian Estimation.
IEEE Trans. Signal Process., 2014

2013
Linear and nonlinear smoothing algorithms for widely factorizable signals.
Signal Process., 2013

Widely linear prediction for transfer function models based on the infinite past.
Comput. Stat. Data Anal., 2013

Online Materials for Practicing and Evaluating Statistics Knowledge - e-Learning Formative Evaluation in Computer Practices.
Proceedings of the CSEDU 2013, 2013

2012
Prediction of the Intensity Process of Doubly Stochastic Multichannel Poisson Processes.
IEEE Trans. Autom. Control., 2012

A Quaternion Widely Linear Series Expansion and Its Applications.
IEEE Signal Process. Lett., 2012

Linear and nonlinear filters based on the improper Karhunen-Loève expansion.
Signal Process., 2012

Detection of continuous-time quaternion signals in additive noise.
EURASIP J. Adv. Signal Process., 2012

Prediction on widely factorizable signals.
EURASIP J. Adv. Signal Process., 2012

Widely linear Markov signals.
EURASIP J. Adv. Signal Process., 2012

2011
Widely Linear Simulation of Continuous-Time Complex-Valued Random Signals.
IEEE Signal Process. Lett., 2011

A general solution to the continuous-time estimation problem under widely linear processing.
EURASIP J. Adv. Signal Process., 2011

A Widely Infinite Past Prediction Procedure.
Proceedings of the ICINCO 2011 - Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Noordwijkerhout, The Netherlands, 28, 2011

2009
Numerical Evaluation of Reproducing Kernel Hilbert Space Inner Products.
IEEE Trans. Signal Process., 2009

Widely linear estimation algorithms for second-order stationary signals.
IEEE Trans. Signal Process., 2009

Estimation of improper complex-valued random signals in colored noise by using the Hilbert space theory.
IEEE Trans. Inf. Theory, 2009

A numerical solution for multichannel detection.
IEEE Trans. Commun., 2009

Statistical inference for doubly stochastic multichannel Poisson processes: A PCA approach.
Comput. Stat. Data Anal., 2009

2008
A Filtering Algorithm for the Intensity of a Cox Process Using Karhunen-Loève Type Expansions.
Proceedings of the 2008 International Conference on Information Theory and Statistical Learning, 2008

2007
Functional estimation incorporating prior correlation information.
Comput. Stat., 2007

A Numerical Technique for Simulating Random Fields.
Proceedings of the World Congress on Engineering, 2007

Recursive Linear Estimation for Doubly Stochastic Poisson Processes.
Proceedings of the World Congress on Engineering, 2007

2006
Nonlinear estimation using correlation information.
IEEE Trans. Signal Process., 2006

Approximate series representations of linear operations on second-order stochastic processes: application to Simulation.
IEEE Trans. Inf. Theory, 2006

A fixed-point smoothing algorithm in discrete-time systems with correlated signal and noise.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
Linear least-square estimation algorithms involving correlated signal and noise.
IEEE Trans. Signal Process., 2005

A unified approach to linear estimation problems for nonstationary processes.
IEEE Trans. Inf. Theory, 2005

On the linear least-square prediction problem.
Proceedings of the ICINCO 2005, 2005

2004
On the problem of estimating a signal correlated with observation noise.
IEEE Signal Process. Lett., 2004

A solution to the linear estimation problem with correlated signal and noise.
Signal Process., 2004

2003
Approximate series representations of second-order stochastic processes: applications to signal detection and estimation.
IEEE Trans. Inf. Theory, 2003

2002
A State Space Model for Non-Stationary Functional Data<sup>1</sup>.
Proceedings of the COMPSTAT 2002, 2002

2001
Signal detection using approximate Karhunen-Loève expansions.
IEEE Trans. Inf. Theory, 2001

An approximate solution to the simultaneous diagonalization of two covariance kernels: Applications to second-order stochastic processes.
IEEE Trans. Inf. Theory, 2001

An efficient algorithm for continuous-discrete linear estimation problems.
IEEE Signal Process. Lett., 2001

2000
A solution to linear estimation problems using approximate Karhunen-Loéve expansions.
IEEE Trans. Inf. Theory, 2000

1998
Time Series Forecasting by Principal Component Methods.
Proceedings of the COMPSTAT 1998, 1998


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