- Minghua Wan, Zhihui Lai, Zhong Jin. Locally Minimizing Embedding and Globally Maximizing Variance: Unsupervised Linear Difference Projection for Dimensionality Reduction. Neural Processing Letters, 33(3):267-282, 2011.
- Antti Airola, Tapio Pahikkala, Tapio Salakoski. On Learning and Cross-Validation with Decomposed Nyström Approximation of Kernel Matrix. Neural Processing Letters, 33(1):17-30, 2011.
- Jorge López, Johan A. K. Suykens. First and Second Order SMO Algorithms for LS-SVM Classifiers. Neural Processing Letters, 33(1):31-44, 2011.
- Lei Zheng, Siu-Yeung Cho. A Modified Memory-Based Reinforcement Learning Method for Solving POMDP Problems. Neural Processing Letters, 33(2):187-200, 2011.
- Jianguo Wang, Jizhao Hua. Supervised Discriminant Projection with Its Application to Face Recognition. Neural Processing Letters, 34(1):1-12, 2011.
- Beatrice Chevaillier, Damien Mandry, Jean-Luc Collette, Michel Claudon, Marie-Agnès Galloy, Olivier Pietquin. Functional Segmentation of Renal DCE-MRI Sequences Using Vector Quantization Algorithms. Neural Processing Letters, 34(1):71-85, 2011.
- Anang Hudaya Muhamad Amin, Asad I. Khan. Distributed Multi-Feature Recognition Scheme for Greyscale Images. Neural Processing Letters, 33(1):45-59, 2011.
- Wankou Yang, Changyin Sun, Helen S. Du, Jingyu Yang. Feature Extraction Using Laplacian Maximum Margin Criterion. Neural Processing Letters, 33(1):99-110, 2011.
- Jiuwen Cao, Zhiping Lin, Guang-Bin Huang. Composite Function Wavelet Neural Networks with Differential Evolution and Extreme Learning Machine. Neural Processing Letters, 33(3):251-265, 2011.
- Pilar Gómez-Gil, Juan Manuel Ramírez-Cortés, Saúl E. Pomares Hernández, Vicente Alarcón Aquino. A Neural Network Scheme for Long-Term Forecasting of Chaotic Time Series. Neural Processing Letters, 33(3):215-233, 2011.