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Volume 2008
[272 articles]
Emerging Machine Learning Techniques in Signal Processing [15 articles]
Guest Editors: Theodoros Evgeniou, Aníbal R. Figueiras-Vidal, and Sergios Theodoridis
Emerging Machine Learning Techniques in Signal Processing
, Theodoros Evgeniou, Aníbal R. Figueiras-Vidal, and Sergios Theodoridis
Volume 2008 (2008), Article ID 830381, 2 pages
Complex-Valued Adaptive Signal Processing Using Nonlinear Functions
, Hualiang Li and Tülay Adalı
Volume 2008 (2008), Article ID 765615, 9 pages
Kernel Affine Projection Algorithms
, Weifeng Liu and José C. Príncipe
Volume 2008 (2008), Article ID 784292, 12 pages
Sliding Window Generalized Kernel Affine Projection Algorithm Using Projection Mappings
, Konstantinos Slavakis and Sergios Theodoridis
Volume 2008 (2008), Article ID 735351, 16 pages
Adaptive Kernel Canonical Correlation Analysis Algorithms for Nonparametric Identification of Wiener and Hammerstein Systems
, Steven Van Vaerenbergh, Javier Vía, and Ignacio Santamaría
Volume 2008 (2008), Article ID 875351, 13 pages
Sparse Deconvolution Using Support Vector Machines
, José Luis Rojo-Álvarez, Manel Martínez-Ramón, Jordi Muñoz-Marí, Gustavo Camps-Valls, Carlos M. Cruz, and Aníbal R. Figueiras-Vidal
Volume 2008 (2008), Article ID 816507, 13 pages
Sequential and Adaptive Learning Algorithms for M-Estimation
, Guang Deng
Volume 2008 (2008), Article ID 459586, 13 pages
Decision Aggregation in Distributed Classification by a Transductive Extension of Maximum Entropy/Improved Iterative Scaling
, David J. Miller, Yanxin Zhang, and George Kesidis
Volume 2008 (2008), Article ID 674974, 21 pages
Adaptive Reference Levels in a Level-Crossing Analog-to-Digital Converter
, Karen M. Guan, Suleyman S. Kozat, and Andrew C. Singer
Volume 2008 (2008), Article ID 513706, 11 pages
Digital Communication Receivers Using Gaussian Processes for Machine Learning
, Fernando Pérez-Cruz and Juan José Murillo-Fuentes
Volume 2008 (2008), Article ID 491503, 12 pages
One-Class SVMs Challenges in Audio Detection and Classification Applications
, Asma Rabaoui, Hachem Kadri, Zied Lachiri, and Noureddine Ellouze
Volume 2008 (2008), Article ID 834973, 14 pages
Note Onset Detection via Nonnegative Factorization of Magnitude Spectrum
, Wenwu Wang, Yuhui Luo, Jonathon A. Chambers, and Saeid Sanei
Volume 2008 (2008), Article ID 231367, 15 pages
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, and Clive B. Beggs
Volume 2008 (2008), Article ID 728409, 9 pages
Estimating VDT Mental Fatigue Using Multichannel Linear Descriptors and KPCA-HMM
, Chong Zhang, Chongxun Zheng, Xiaolin Yu, and Yi Ouyang
Volume 2008 (2008), Article ID 185638, 11 pages
Boosted and Linked Mixtures of HMMs for Brain-Machine Interfaces
, Shalom Darmanjian and Jose C. Principe
Volume 2008 (2008), Article ID 216453, 12 pages