Rubén Martín-Clemente

Orcid: 0000-0002-5905-7189

According to our database1, Rubén Martín-Clemente authored at least 42 papers between 1997 and 2023.

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

Timeline

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Bibliography

2023
AIoT in Agriculture: Safeguarding Crops from Pest and Disease Threats.
Sensors, December, 2023

Data Driven Energy Economy Prediction for Electric City Buses Using Machine Learning.
IEEE Access, 2023

2022
Supplementary Material for "EEG Signal Processing in MI-BCI Applications with Improved Covariance Matrix Estimators".
Dataset, May, 2022

A hypothesis-driven method based on machine learning for neuroimaging data analysis.
Neurocomputing, 2022

Driving Cycle Synthesis, Aiming for Realness, by Extending Real-World Driving Databases.
IEEE Access, 2022

2021
L1-norm unsupervised Fukunaga-Koontz transform.
Signal Process., 2021

2020
LDA via L1-PCA of Whitened Data.
IEEE Trans. Signal Process., 2020

Prediction of Satellite Shadowing in Smart Cities with Application to IoT.
Sensors, 2020

2019
Information Theory Applications in Signal Processing.
Entropy, 2019

2018
Passive RFID-Based Inventory of Traffic Signs on Roads and Urban Environments.
Sensors, 2018

Information Theoretic Approaches for Motor-Imagery BCI Systems: Review and Experimental Comparison.
Entropy, 2018

Unsupervised Classification of Array Data Based on the L1-Norm.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017
On the Link Between L1-PCA and ICA.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

L1-PCA signal subspace identification for non-sphered data under the ICA model.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

2013
Wireless inventory of traffic signs based on passive RFID technology.
Proceedings of the IECON 2013, 2013

2012
Independent component analysis based on first-order statistics.
Signal Process., 2012

2011
Fast Technique for Noninvasive Fetal ECG Extraction.
IEEE Trans. Biomed. Eng., 2011

The Maternal Abdominal ECG as Input to MICA in the Fetal ECG Extraction Problem.
IEEE Signal Process. Lett., 2011

Independent Component Analysis: A Low-Complexity Technique.
Proceedings of the New Challenges on Bioinspired Applications, 2011

Fast Independent Component Analysis Using a New Property.
Proceedings of the Advances in Computational Intelligence, 2011

2007
Automatic Detection of Filters in Images with Gaussian Noise Using Independent Component Analysis.
Proceedings of the Computational and Ambient Intelligence, 2007

Noisy image processing using the independent component analysis algorithm AMUSE.
Proceedings of the Artificial Neural Networks and Intelligent Information Processing, 2007

2006
Effective blind separation of skewed sources.
Signal Process., 2006

Maximization of statistical moments for blind separation of sources revisited.
Neurocomputing, 2006

Contributions to ICA of natural images.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
On the Connection Between the Human Visual System and Independent Component Analysis.
Proceedings of the Artificial Intelligence and Knowledge Engineering Applications: A Bioinspired Approach: First International Work-Conference on the Interplay Between Natural and Artificial Computation, 2005

Connections Between ICA and Sparse Coding Revisited.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

2004
Blind source separation in post-nonlinear mixtures using competitive learning, Simulated annealing, and a genetic algorithm.
IEEE Trans. Syst. Man Cybern. Part C, 2004

Eigendecomposition of self-tuned cumulant-matrices for blind source separation.
Signal Process., 2004

Parallelization of Time Series Forecasting Model.
Proceedings of the 12th Euromicro Workshop on Parallel, 2004

Improving ICA Algorithms Applied to Predicting Stock Returns.
Proceedings of the ICETE 2004, 2004

New Eigensystem-Based Method for Blind Source Separation.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

Characterization of the Sources in Convolutive Mixtures: A Cumulant-Based Approach.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

Geometrical ICA-Based Method for Blind Separation of Super-Gaussian Signals.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

2003
Application of Independent Component Analysis to Edge Detection and Watermarking.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Neural Net with Two Hidden Layers for Non-Linear Blind Source Separation.
Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003

2002
New equations and iterative algorithm for blind separation of sources.
Signal Process., 2002

Applying Neural Networks and Genetic Algorithms to the Separation of Sources.
Proceedings of the Advances in Artificial Intelligence, 2002

A new cumulant-based criterion for iterative Blind Source Separation.
Proceedings of the 11th European Signal Processing Conference, 2002

2001
A Conjugate Gradient Method and Simulated Annealing for Blind Separation of Sources.
Proceedings of the Bio-inspired Applications of Connectionism, 2001

Blind Separation of Sources by Differentiating the Output Cumulants and Using Newton's Method.
Proceedings of the Artificial Neural Networks, 2001

1997
Design of log FIR filters.
Signal Process., 1997


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