Rubén Martín-Clemente

Publication Activity (10 Years)

Years Active: 1997-2023
Publications (10 Years): 15

Top Topics

Unsupervised Classification

Fukunaga Koontz

Public Transport

Top Venues

Publications

Pedro Blanco-Carmona, Lucía Baeza-Moreno, Eduardo Hidalgo Fort, Rubén Martín-Clemente, Ramón González Carvajal, Fernando Muñoz Chavero
AIoT in Agriculture: Safeguarding Crops from Pest and Disease Threats. Sensors 23 (24) (2023)
Roman Michael Sennefelder, Rubén Martín-Clemente, Ramón González Carvajal, Dimitar Trifonov
Data Driven Energy Economy Prediction for Electric City Buses Using Machine Learning. IEEE Access 11 (2023)
Roman Michael Sennefelder, Petr Micek, Rubén Martín-Clemente, Jesus Carrión Risquez, Ramón G. Carvajal, Jesus Antonio Carrillo-Castrillo
Driving Cycle Synthesis, Aiming for Realness, by Extending Real-World Driving Databases. IEEE Access 10 (2022)
J. M. Górriz, Rubén Martín-Clemente, Carlos García Puntonet, A. Ortiz, J. Ramirez, John Suckling
A hypothesis-driven method based on machine learning for neuroimaging data analysis. CoRR (2022)
Roman Michael Sennefelder, Rubén Martín-Clemente, Ramón González Carvajal
Data Driven Characterization and Predictive Classification of Energy Economy for Public Transport. CSCI (2022)
Juan Manuel Górriz, Rubén Martín-Clemente, Carlos García Puntonet, Andrés Ortiz, Javier Ramírez, John Suckling
A hypothesis-driven method based on machine learning for neuroimaging data analysis. Neurocomputing 510 (2022)
José Luis Camargo-Olivares, Rubén Martín-Clemente, Susana Hornillo-Mellado, Vicente Zarzoso
L1-norm unsupervised Fukunaga-Koontz transform. Signal Process. 182 (2021)
Rubén Martín-Clemente, Vicente Zarzoso
LDA via L1-PCA of Whitened Data. IEEE Trans. Signal Process. 68 (2020)
Susana Hornillo-Mellado, Rubén Martín-Clemente, Vicente Baena Lecuyer
Prediction of Satellite Shadowing in Smart Cities with Application to IoT. Sensors 20 (2) (2020)
Sergio Cruces, Rubén Martín-Clemente, Wojciech Samek
Information Theory Applications in Signal Processing. Entropy 21 (7) (2019)
Rubén Martín-Clemente, Javier Olias, Deepa Beeta Thiyam, Andrzej Cichocki, Sergio Cruces
Information Theoretic Approaches for Motor-Imagery BCI Systems: Review and Experimental Comparison. Entropy 20 (1) (2018)
José Ramón García Oya, Rubén Martín-Clemente, Eduardo Hidalgo Fort, Ramón González Carvajal, Fernando Muñoz Chavero
Passive RFID-Based Inventory of Traffic Signs on Roads and Urban Environments. Sensors 18 (7) (2018)
Rubén Martín-Clemente, Vicente Zarzoso
Unsupervised Classification of Array Data Based on the L1-Norm. ACSSC (2018)
Rubén Martín-Clemente, Vicente Zarzoso
L1-PCA signal subspace identification for non-sphered data under the ICA model. CAMSAP (2017)
Rubén Martín-Clemente, Vicente Zarzoso
On the Link Between L1-PCA and ICA. IEEE Trans. Pattern Anal. Mach. Intell. 39 (3) (2017)
Eduardo Hidalgo Fort, Fernando Muñoz, Alfonso Guerrero de Mier, Ramón G. Carvajal, Rubén Martín-Clemente
Wireless inventory of traffic signs based on passive RFID technology. IECON (2013)
Vicente Zarzoso, Rubén Martín-Clemente, Susana Hornillo-Mellado
Independent component analysis based on first-order statistics. Signal Process. 92 (8) (2012)
Rubén Martín-Clemente, José Luis Camargo-Olivares, Susana Hornillo-Mellado, Maria del Mar Elena, Isabel Román
Fast Technique for Noninvasive Fetal ECG Extraction. IEEE Trans. Biomed. Eng. 58 (2) (2011)
Rubén Martín-Clemente, Susana Hornillo-Mellado, José Luis Camargo-Olivares
Fast Independent Component Analysis Using a New Property. IWANN (2) (2011)
Rubén Martín-Clemente, Susana Hornillo-Mellado, José Luis Camargo-Olivares
Independent Component Analysis: A Low-Complexity Technique. IWINAC (2) (2011)
José Luis Camargo-Olivares, Rubén Martín-Clemente, Susana Hornillo-Mellado, Maria del Mar Elena, Isabel Román
The Maternal Abdominal ECG as Input to MICA in the Fetal ECG Extraction Problem. IEEE Signal Process. Lett. 18 (3) (2011)
Salua Nassabay, Ingo R. Keck, Carlos García Puntonet, Rubén Martín-Clemente, Elmar Wolfgang Lang
Automatic Detection of Filters in Images with Gaussian Noise Using Independent Component Analysis. IWANN (2007)
Salua Nassabay, Ingo R. Keck, Carlos García Puntonet, Juan Manuel Górriz, J. Pérez de Inestroaa, Rubén Martín-Clemente
Noisy image processing using the independent component analysis algorithm AMUSE. ANNIIP (2007)
Rubén Martín-Clemente, Susana Hornillo-Mellado
Effective blind separation of skewed sources. Signal Process. 86 (10) (2006)
Susana Hornillo-Mellado, Rubén Martín-Clemente, Carlos García Puntonet, José I. Acha, Juan Manuel Górriz Sáez
Maximization of statistical moments for blind separation of sources revisited. Neurocomputing 69 (13-15) (2006)
Rubén Martín-Clemente, Susana Hornillo-Mellado
Contributions to ICA of natural images. EUSIPCO (2006)
Susana Hornillo-Mellado, Rubén Martín-Clemente, Juan Manuel Górriz Sáez
Connections Between ICA and Sparse Coding Revisited. IWANN (2005)
Susana Hornillo-Mellado, Rubén Martín-Clemente, Carlos García Puntonet, José I. Acha
On the Connection Between the Human Visual System and Independent Component Analysis. IWINAC (2) (2005)
Juan Manuel Górriz Sáez, Carlos García Puntonet, Rubén Martín-Clemente
Improving ICA Algorithms Applied to Predicting Stock Returns. ICETE (3) (2004)
Rubén Martín-Clemente, José I. Acha, Carlos García Puntonet
Eigendecomposition of self-tuned cumulant-matrices for blind source separation. Signal Process. 84 (7) (2004)
Rubén Martín-Clemente, Susana Hornillo-Mellado, Carlos García Puntonet, José I. Acha
New Eigensystem-Based Method for Blind Source Separation. ICA (2004)
Susana Hornillo-Mellado, Carlos García Puntonet, Rubén Martín-Clemente, Manuel Rodríguez Álvarez, Juan Manuel Górriz Sáez
Characterization of the Sources in Convolutive Mixtures: A Cumulant-Based Approach. ICA (2004)
Juan Manuel Górriz Sáez, Carlos García Puntonet, Moisés Salmerón, Rubén Martín-Clemente
Parallelization of Time Series Forecasting Model. PDP (2004)
Manuel Rodríguez Álvarez, Fernando Rojas Ruiz, Rubén Martín-Clemente, Ignacio Rojas Ruiz, Carlos García Puntonet
Geometrical ICA-Based Method for Blind Separation of Super-Gaussian Signals. ICA (2004)
Fernando Rojas, Carlos García Puntonet, Manuel Rodríguez Álvarez, Ignacio Rojas, Rubén Martín-Clemente
Blind source separation in post-nonlinear mixtures using competitive learning, Simulated annealing, and a genetic algorithm. IEEE Trans. Syst. Man Cybern. Part C 34 (4) (2004)
Susana Hornillo-Mellado, Rubén Martín-Clemente, José I. Acha, Carlos García Puntonet
Application of Independent Component Analysis to Edge Detection and Watermarking. IWANN (2) (2003)
Rubén Martín-Clemente, Susana Hornillo-Mellado, José I. Acha, Fernando Rojas Ruiz, Carlos García Puntonet
Neural Net with Two Hidden Layers for Non-Linear Blind Source Separation. ESANN (2003)
Rubén Martín-Clemente, José I. Acha
New equations and iterative algorithm for blind separation of sources. Signal Process. 82 (6) (2002)
Rubén Martín-Clemente, José I. Acha
A new cumulant-based criterion for iterative Blind Source Separation. EUSIPCO (2002)
Fernando Rojas, Manuel Rodríguez Álvarez, Carlos García Puntonet, Rubén Martín-Clemente
Applying Neural Networks and Genetic Algorithms to the Separation of Sources. IBERAMIA (2002)
Rubén Martín-Clemente, José I. Acha, Carlos García Puntonet
Blind Separation of Sources by Differentiating the Output Cumulants and Using Newton's Method. ICANN (2001)
Rubén Martín-Clemente, Carlos García Puntonet, José I. Acha
A Conjugate Gradient Method and Simulated Annealing for Blind Separation of Sources. IWANN (2) (2001)
José I. Acha, Rubén Martín-Clemente
Design of log FIR filters. Signal Process. 62 (2) (1997)