Susana Hornillo-Mellado

According to our database, Susana Hornillo-Mellado authored at least 19 papers between 2003 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

L1-norm unsupervised Fukunaga-Koontz transform.

José Luis Camargo-Olivares, Rubén Martín-Clemente, Susana Hornillo-Mellado, Vicente Zarzoso

Signal Process., 2021

2020

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

Susana Hornillo-Mellado, Rubén Martín-Clemente, Vicente Baena Lecuyer

Sensors, 2020

2012

Independent component analysis based on first-order statistics.

Vicente Zarzoso, Rubén Martín-Clemente, Susana Hornillo-Mellado

Signal Process., 2012

2011

Fast Technique for Noninvasive Fetal ECG Extraction.

Rubén Martín-Clemente, José Luis Camargo-Olivares, Susana Hornillo-Mellado, Maria del Mar Elena, Isabel Román

IEEE Trans. Biomed. Eng., 2011

The Maternal Abdominal ECG as Input to MICA in the Fetal ECG Extraction Problem.

José Luis Camargo-Olivares, Rubén Martín-Clemente, Susana Hornillo-Mellado, Maria del Mar Elena, Isabel Román

IEEE Signal Process. Lett., 2011

Independent Component Analysis: A Low-Complexity Technique.

Rubén Martín-Clemente, Susana Hornillo-Mellado, José Luis Camargo-Olivares

Proceedings of the New Challenges on Bioinspired Applications, 2011

Fast Independent Component Analysis Using a New Property.

Rubén Martín-Clemente, Susana Hornillo-Mellado, José Luis Camargo-Olivares

Proceedings of the Advances in Computational Intelligence, 2011

2006

Effective blind separation of skewed sources.

Rubén Martín-Clemente, Susana Hornillo-Mellado

Signal Process., 2006

Maximization of statistical moments for blind separation of sources revisited.

Susana Hornillo-Mellado, Rubén Martín-Clemente, Carlos García Puntonet, José I. Acha, Juan Manuel Górriz Sáez

Neurocomputing, 2006

Optimizing blind source separation with guided genetic algorithms.

J. M. Górriz, Carlos García Puntonet, Fernando Rojas, R. Martin, Susana Hornillo-Mellado, Elmar Wolfgang Lang

Neurocomputing, 2006

Contributions to ICA of natural images.

Rubén Martín-Clemente, Susana Hornillo-Mellado

Proceedings of the 14th European Signal Processing Conference, 2006

2005

On the Connection Between the Human Visual System and Independent Component Analysis.

Susana Hornillo-Mellado, Rubén Martín-Clemente, Carlos García Puntonet, José I. Acha

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.

Susana Hornillo-Mellado, Rubén Martín-Clemente, Juan Manuel Górriz Sáez

Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

Voice Activity Detection Using Higher Order Statistics.

Juan Manuel Górriz, Javier Ramírez, José C. Segura, Susana Hornillo-Mellado

Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

2004

Theoretical Method for Solving BSS-ICA Using SVM.

Carlos García Puntonet, Juan Manuel Górriz Sáez, Moisés Salmerón, Susana Hornillo-Mellado

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

New Eigensystem-Based Method for Blind Source Separation.

Rubén Martín-Clemente, Susana Hornillo-Mellado, Carlos García Puntonet, José I. Acha

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

Characterization of the Sources in Convolutive Mixtures: A Cumulant-Based Approach.

Susana Hornillo-Mellado, Carlos García Puntonet, Rubén Martín-Clemente, Manuel Rodríguez Álvarez, Juan Manuel Górriz Sáez

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

2003

Application of Independent Component Analysis to Edge Detection and Watermarking.

Susana Hornillo-Mellado, Rubén Martín-Clemente, José I. Acha, Carlos García Puntonet

Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Neural Net with Two Hidden Layers for Non-Linear Blind Source Separation.

Rubén Martín-Clemente, Susana Hornillo-Mellado, José I. Acha, Fernando Rojas Ruiz, Carlos García Puntonet

Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003