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Nonlinear Adaptive Filtering With Kernel Set-Membership Approach
IEEE transactions on signal processing, 2020, Vol.68, p.1515-1528
2020
Open Access
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Communication-Efficient Online Federated Learning Strategies for Kernel Regression
IEEE internet of things journal, 2023-03, Vol.10 (5), p.1-1
2023
Open Access
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Communication-Efficient Online Federated Learning Framework for Nonlinear Regression
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, p.5228-5232
2022
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Online least-squares one-class support vector machine for outlier detection in power grid data
2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, p.2628-2632
2016
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Online bad data detection using kernel density estimation
2015 IEEE Power & Energy Society General Meeting, 2015, p.1-5
2015
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A novel augmented complex valued kernel LMS
2012 IEEE 7th Sensor Array and Multichannel Signal Processing Workshop (SAM), 2012, p.473-476
2012
Open Access
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Applications of complex augmented kernels to wind profile prediction
2009 IEEE International Conference on Acoustics, Speech and Signal Processing, 2009, p.3581-3584
2009
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Personalized Learning using Multiple Kernel Models
2021 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2021, p.2085-2088
2021
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Adaptive kernel principal components tracking
2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012, p.1905-1908
2012
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Online Unsupervised Kernel Affine Projection Algorithms
2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2018, p.229-234
2018
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Online unsupervised kernel learning algorithms
2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2017, p.1019-1025
2017
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Ad Hoc Sensor Network Localization using Distributed Kernel Regression Algorithms
2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07, 2007, Vol.2, p.II-497-II-500
2007
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Nonlinear Online Learning - A Kernel SMF Approach
2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2018, p.218-223
2018
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Comments on "Pruning Error Minimization in Least Squares Support Vector Machines
IEEE transactions on neural networks, 2007-03, Vol.18 (2), p.606-609
2007
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Support vector machine for multiuser detection in CDMA communications
Conference Record of the Thirty-Third Asilomar Conference on Signals, Systems, and Computers (Cat. No.CH37020), 1999, Vol.1, p.680-684 vol.1
1999
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Adaptive kernel least square support vector machines applied to recover DS-CDMA signals
Conference Record of the Thirty-Sixth Asilomar Conference on Signals, Systems and Computers, 2002, 2002, Vol.1, p.943-947 vol.1
2002
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Wind prediction using complex augmented adaptive filters
The 2010 International Conference on Green Circuits and Systems, 2010, p.46-50
2010
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Adaptive selective kernel learning algorithms
2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541), 2004, Vol.1, p.537-542
2004
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Least squares kernel algorithms and applications
IEEE International Symposium on Information Theory, 2003. Proceedings, 2003, p.222-222
2003
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Dynamic Ad Hoc Network Localization Using Online Least Squares Kernel Subspace Methods
2006 IEEE International Symposium on Information Theory, 2006, p.630-634
2006
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