Volume 80, March 2012

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  Jaakko Peltonen, Tapani Raiko, Samuel Kaski: Machine learning for signal processing 2010. 1-2
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  Paolo Piro, Richard Nock, Frank Nielsen, Michel Barlaud: Leveraging k-NN for generic classification boosting. 3-9
• 
  Ricardo Henao, Ole Winther: Predictive active set selection methods for Gaussian processes. 10-18
• 
  Genaro Daza-Santacoloma, Germán Castellanos-Domínguez, Jose C. Principe: Locally linear embedding based on correntropy measure for visualization and classification. 19-30
• 
  Lev Faivishevsky, Jacob Goldberger: Dimensionality reduction based on non-parametric mutual information. 31-37
• 
  Robert Peharz, Franz Pernkopf: Sparse nonnegative matrix factorization with ℓ⁰-constraints. 38-46
• 
  Ryan D. Turner, Carl Edward Rasmussen: Model based learning of sigma points in unscented Kalman filtering. 47-53
• 
  Morten Mørup, Lars Kai Hansen: Archetypal analysis for machine learning and data mining. 54-63
• 
  Paris Smaragdis, Bhiksha Raj: The Markov selection model for concurrent speech recognition. 64-72
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  Adrien Combaz, Nikolay Chumerin, Nikolay V. Manyakov, Arne Robben, Johan A. K. Suykens, Marc M. Van Hulle: Towards the detection of error-related potentials and its integration in the context of a P300 speller brain-computer interface. 73-82
• 
  Khondaker Abdullah-Al-Mamun, Michael Mace, Lalit Gupta, Carl A. Verschuur, Mark E. Lutman, Maria Stokes, Ravi Vaidyanathan, Shouyan Wang: Robust real-time identification of tongue movement commands from interferences. 83-92
• 
  Hirotaka Hachiya, Masashi Sugiyama, Naonori Ueda: Importance-weighted least-squares probabilistic classifier for covariate shift adaptation with application to human activity recognition. 93-101
• 
  Jan Oksanen, Jarmo Lundén, Visa Koivunen: Reinforcement learning based sensing policy optimization for energy efficient cognitive radio networks. 102-110
• 
  Ata Kabán, Sakinah Ali Pitchay: Single-frame image recovery using a Pearson type VII MRF. 111-118
• 
  Miguel A. Prada, Janne Toivola, Jyrki Kullaa, Jaakko Hollmén: Three-way analysis of structural health monitoring data. 119-128

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