Emerging Machine Learning Techniques in Signal Processing

In this topical collection (15 articles)

1. Research Article

   Adaptive Kernel Canonical Correlation Analysis Algorithms for Nonparametric Identification of Wiener and Hammerstein Systems

   Steven Van Vaerenbergh, Javier Vía… Article:875351

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2. Research Article

   One-Class SVMs Challenges in Audio Detection and Classification Applications

   Asma Rabaoui, Hachem Kadri, Zied Lachiri… Article:834973

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3. Editorial

   Emerging Machine Learning Techniques in Signal Processing

   Theodoros Evgeniou… Article:830381

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4. Research Article

   Sparse Deconvolution Using Support Vector Machines

   JoséLuis Rojo-Álvarez, Manel Martínez-Ramón… Article:816507

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5. Research Article

   Kernel Affine Projection Algorithms

   Weifeng Liu, José C. Príncipe Article:784292

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6. Research Article

   Complex-Valued Adaptive Signal Processing Using Nonlinear Functions

   Hualiang Li, Tülay Adalı Article:765615

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7. Research Article

   Sliding Window Generalized Kernel Affine Projection Algorithm Using Projection Mappings

   Konstantinos Slavakis, Sergios Theodoridis Article:735351

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8. Research Article

   Extraction of Desired Signal Based on AR Model with Its Application to Atrial Activity Estimation in Atrial Fibrillation

   Gang Wang, Ni-ni Rao, Simon J. Shepherd… Article:728409

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9. Research Article

   Decision Aggregation in Distributed Classification by a Transductive Extension of Maximum Entropy/Improved Iterative Scaling

   David J. Miller, Yanxin Zhang… Article:674974

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10. Research Article

    Adaptive Reference Levels in a Level-Crossing Analog-to-Digital Converter

    Karen M. Guan, Suleyman S. Kozat… Article:513706

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11. Research Article

    Digital Communication Receivers Using Gaussian Processes for Machine Learning

    Fernando Pérez-Cruz… Article:491503

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12. Research Article

    Sequential and Adaptive Learning Algorithms for M-Estimation

    Guang Deng Article:459586

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13. Research Article

    Note Onset Detection via Nonnegative Factorization of Magnitude Spectrum

    Wenwu Wang, Yuhui Luo, Jonathon A. Chambers… Article:231367

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14. Research Article

    Boosted and Linked Mixtures of HMMs for Brain-Machine Interfaces

    Shalom Darmanjian, Jose C. Principe Article:216453

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15. Research Article

    Estimating VDT Mental Fatigue Using Multichannel Linear Descriptors and KPCA-HMM

    Chong Zhang, Chongxun Zheng, Xiaolin Yu… Article:185638

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