Rubén Martín-Clemente

45 papers B 3C 3Misc 3Journal 21Unranked 15

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