Time-Based Compression and Classification of Heartbeats
Alvarado, Alexander Singh, Lakshminarayan, Choudur, Principe, José C.
Published in IEEE transactions on biomedical engineering (01.06.2012)
Published in IEEE transactions on biomedical engineering (01.06.2012)
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Journal Article
Extended Kernel Recursive Least Squares Algorithm
Weifeng Liu, Il Park, Yiwen Wang, Principe, J.C.
Published in IEEE transactions on signal processing (01.10.2009)
Published in IEEE transactions on signal processing (01.10.2009)
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Journal Article
An Information Theoretic Algorithm for Finding Periodicities in Stellar Light Curves
Huijse, P., Estevez, P. A., Protopapas, P., Zegers, P., Principe, J. C.
Published in IEEE transactions on signal processing (01.10.2012)
Published in IEEE transactions on signal processing (01.10.2012)
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Journal Article
Fault detection via recurrence time statistics and one-class classification
Martínez-Rego, David, Fontenla-Romero, Oscar, Alonso-Betanzos, Amparo, Principe, José C.
Published in Pattern recognition letters (01.12.2016)
Published in Pattern recognition letters (01.12.2016)
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Journal Article
Fixed-budget kernel recursive least-squares
Van Vaerenbergh, Steven, Santamaria, Ignacio, Weifeng Liu, Principe, José C
Published in 2010 IEEE International Conference on Acoustics, Speech and Signal Processing (01.03.2010)
Published in 2010 IEEE International Conference on Acoustics, Speech and Signal Processing (01.03.2010)
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Conference Proceeding
Generalized Correntropy for Robust Adaptive Filtering
Badong Chen, Lei Xing, Haiquan Zhao, Nanning Zheng, Principe, Jose C.
Published in IEEE transactions on signal processing (01.07.2016)
Published in IEEE transactions on signal processing (01.07.2016)
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Journal Article
Quantized Kernel Least Mean Square Algorithm
Badong Chen, Songlin Zhao, Pingping Zhu, Principe, J. C.
Published in IEEE transaction on neural networks and learning systems (01.01.2012)
Published in IEEE transaction on neural networks and learning systems (01.01.2012)
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Journal Article
Visualization and modelling of STLmax topographic brain activity maps
Mammone, Nadia, Principe, José C., Morabito, Francesco C., Shiau, Deng S., Sackellares, J. Chris
Published in Journal of neuroscience methods (15.06.2010)
Published in Journal of neuroscience methods (15.06.2010)
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Journal Article
Quantized Kernel Recursive Least Squares Algorithm
Chen, Badong, Zhao, Songlin, Zhu, Pingping, Principe, Jose C.
Published in IEEE transaction on neural networks and learning systems (01.09.2013)
Published in IEEE transaction on neural networks and learning systems (01.09.2013)
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Journal Article
Steady-State Mean-Square Error Analysis for Adaptive Filtering under the Maximum Correntropy Criterion
Badong Chen, Lei Xing, Junli Liang, Nanning Zheng, Principe, Jose C.
Published in IEEE signal processing letters (01.07.2014)
Published in IEEE signal processing letters (01.07.2014)
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Journal Article
Convergence of a Fixed-Point Algorithm under Maximum Correntropy Criterion
Badong Chen, Jianji Wang, Haiquan Zhao, Nanning Zheng, Principe, Jose C.
Published in IEEE signal processing letters (01.10.2015)
Published in IEEE signal processing letters (01.10.2015)
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Journal Article
Kernel least mean square with adaptive kernel size
Chen, Badong, Liang, Junli, Zheng, Nanning, Príncipe, José C.
Published in Neurocomputing (Amsterdam) (26.05.2016)
Published in Neurocomputing (Amsterdam) (26.05.2016)
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Journal Article
Insights Into the Robustness of Minimum Error Entropy Estimation
Chen, Badong, Xing, Lei, Xu, Bin, Zhao, Haiquan, Principe, Jose C.
Published in IEEE transaction on neural networks and learning systems (01.03.2018)
Published in IEEE transaction on neural networks and learning systems (01.03.2018)
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Journal Article